1.中国科学院工程热物理研究所,北京 100190
2.中国科学院物理研究所,北京 100190
3.压缩空气储能北京市重点实验室,北京 100190
4.毕节高新技术产业开发区国家能源大规模物理储能技术研发中心,贵州 毕节 551712
5.南方电网调峰调频发电有限公司储能科研院, 广东 广州 511400
6.吉林大学化学学院,吉林 长春 130012
7.中国科学院大连化学物理研究所,辽宁 大连 116023
8.上海奥威科技开发有限公司,上海 201203
9.华中科技大学电气与电子工程学院,湖北 武汉 430074
10.中国科学院深圳先进技术研究院,广东 深圳 518055
11.北京理工大学,北京 100081
12.广东新型储能国家研究院有限公司,广东 广州 510080
13.中国科学技术大学火灾科学国家重点实验室,安徽 合肥 230026
14.中关村储能产业技术联盟,北京 100190
陈海生(1977—),男,研究员,博士,研究方向为大规模储能技术、叶轮机械内部流动、限定尺度传热等,E-mail:chen_hs@iet.cn
收稿:2026-06-01,
修回:2026-06-08,
纸质出版:2026-06-28
移动端阅览
陈海生, 李泓, 徐玉杰, 等. 2025年中国储能技术研究进展[J]. 储能科学与技术, 2026, 15(6): 1981-2033.
CHEN Haisheng, LI Hong, XU Yujie, et al. Research progress in China's energy storage technology in 2025[J]. Energy Storage Science and Technology, 2026, 15(6): 1981-2033.
陈海生, 李泓, 徐玉杰, 等. 2025年中国储能技术研究进展[J]. 储能科学与技术, 2026, 15(6): 1981-2033. DOI: 10.19799/j.cnki.2095-4239.2026.0476.
CHEN Haisheng, LI Hong, XU Yujie, et al. Research progress in China's energy storage technology in 2025[J]. Energy Storage Science and Technology, 2026, 15(6): 1981-2033. DOI: 10.19799/j.cnki.2095-4239.2026.0476.
本文对2025年度中国储能技术的研究进展进行综述。通过对基础研究、关键技术和集成示范三方面的回顾和分析,总结得出了2025年中国储能领域的主要技术进展,包括抽水蓄能、压缩空气储能、飞轮储能、铅蓄电池、锂离子电池、液流电池、钠离子电池、超级电容器、新型储能技术、集成技术和消防安全技术等。研究结果表明,2025年是中国储能高速发展的一年,储能技术多元化并进、新增装机创历史新高、市场化政策机制实现突破、产业格局加速发展。中国继续保持全球基础研究、技术研发和集成示范最为活跃的国家地位。中国机构和学者在储能领域发表SCI论文数、申请WIPO国际发明专利数和储能系统总装机均稳居世界第一且在持续增长,和其他储能强国相比,优势有进一步扩大的趋势。总体上中国储能实现了规模化发展,且正在向全面商业化发展转变。
This paper presents a comprehensive review of the research progress in China's energy storage technology in 2025. Through the review and analysis of fundamental research
key technologies
and integration demonstrations
the major technological advances in China's energy storage in 2025 are summarized
including pumped hydro storage
compressed air energy storage
flywheel energy storage
lead-acid batteries
lithium-ion batteries
flow batteries
sodium-ion batteries
supercapacitors
novel energy storage technologies
integration technologies
and fire safety technologies. The results indicate that China's energy storage sector has undergone a year of rapid development
characterized by the diversified advancement of storage technologies
record-high newly installed capacity
breakthroughs in market-oriented policy mechanisms
and an accelerating evolution of the industrial landscape. China continues to maintain its position as the most active country in the world in terms of fundamental research
technology R&D
and integration demonstration. Chinese institutions and scholars rank the first in the world in the number of SCI papers
WIPO international invention patent applications
and total installed capacity of energy storage systems
all of which continue to grow. Compared with other leading energy storage nations
China's leading advantages show a trend of further expansion. Overall
China's energy storage has achieved large-scale development and is transitioning toward full commercialization.
国家发展改革委 国家能源局. “十四五”新型储能发展实施方案: 发改能源〔2022〕209号[EB/OL]. (2022-01-29) https://zfxxgk.nea.gov.cn/2022-01/29/c_1310523208.htm.
国家能源局. 关于促进新型储能并网和调度运用的通知: 国能发科技〔2024〕26号[EB/OL]. (2024-04-02) https://zfxxgk.nea.gov.cn/2024-04/02/c_1310771072.htm.
陈海生, 李泓, 马文涛, 等. 2021年中国储能技术研究进展[J]. 储能科学与技术, 2022, 11(3): 2149-2192.
CHEN H S, LI H, MA W T, et al. Research progress of energy storage technology in China in 2021[J]. Energy Storage Science and Technology, 2022, 11(3): 2149-2192.
陈海生, 李泓, 徐玉杰, 等. 2022年中国储能技术研究进展[J]. 储能科学与技术, 2023, 12(5): 1516-1552. DOI:10.19799/j.cnki.2095-4239.2023.0330.
CHEN H S, LI H, XU Y J, et al. Research progress on energy storage technologies of China in 2022[J]. Energy Storage Science and Technology, 2023, 12(5): 1516-1552. DOI:10.19799/j.cnki.2095-4239.2023.0330.
陈海生, 李泓, 徐玉杰, 等. 2023年中国储能技术研究进展[J]. 储能科学与技术, 2024, 13(5): 1359-1397. DOI:10.19799/j.cnki.2095-4239.2024.0441.
CHEN H S, LI H, XU Y J, et al. Research progress on energy storage technologies of China in 2023[J]. Energy Storage Science and Technology, 2024, 13(5): 1359-1397. DOI:10.19799/j.cnki.2095-4239.2024.0441.
陈海生, 李泓, 徐玉杰, 等. 2024年中国储能技术研究进展[J]. 储能科学与技术, 2025, 14(6): 2149-2192.
CHEN H S, LI H, XU Y J, et al. Research progress on China's energy storage technology in 2024[J]. Energy Storage Science and Technology, 2025, 14(6): 2149-2192.
高学平, 罗畅, 朱洪涛, 等. 接复杂布置形式隧洞的抽水蓄能电站侧式进/出水口优化研究[J]. 水利学报, 2025, 56(6): 780-790.
GAO X P, LUO C, ZHU H T, et al. Study on optimization of the side inlet/outlet with the complex tunnel layout in a pumped storage power station[J]. Journal of Hydraulic Engineering, 2025, 56(6): 780-790.
高学平, 廉想, 朱洪涛, 等. 抽水蓄能电站进/出水口最优调整段长度研究[J/OL]. 水利水电科技进展, 1-14[2026-04-08]. https://link.cnki.net/urlid/32.1439.tv.20250918.1516.010.
余凯文, 韩昌海, 韩康, 等. 抽水蓄能电站进/出水口漩涡特性及控制措施模型试验研究[J]. 水电能源科学, 2025, 43(10): 201-205. DOI:10.20040/j.cnki.1000-7709.2025.20242184.
YU K W, HAN C H, HAN K, et al. Experimental study on characteristics and control measures of inlet/outlet vortex of pumped storage power station[J]. Water Resources and Power, 2025, 43(10): 201-205. DOI:10.20040/j.cnki.1000-7709.2025. 20242184.
YI C B, ZHANG Z Q, DONG H Y, et al. Research on pressure fluctuation distribution law and rotor-stator interaction of pump-turbine in vaneless region of turbine mode[J]. Frontiers in Energy Research, 2025, 12: 1387367. DOI:10.3389/fenrg.2024.1387367.
FANG Y R, HU J Y, LIU B, et al. Research on the energy distribution of hump characteristics under pump mode in a pumped storage unit based on entropy generation theory[J]. Water, 2025, 17(16): 2458. DOI:10.3390/w17162458.
LIANG A, CHANG Y Z, ZHANG W W, et al. Study on unsteady flow characteristics in the double-hump region of a pump-turbine[J]. Journal of Physics: Conference Series, 2025, 3150(1): 012053. DOI:10.1088/1742-6596/3150/1/012053.
YANG X W, ZHANG Z C, HANG C Y, et al. Transient simulation and analysis of runaway conditions in pumped storage power station turbines using 1D-3D coupling[J]. Fluids, 2025, 10(12): 318. DOI:10.3390/fluids10120318.
LI Z X, LI X B, HUANG X X, et al. 3D compressible flow analysis of an ultra-high-head pumped storage unit with water conveyance system at maximum pumping head[J]. Energies, 2025, 18(18): 4864. DOI:10.3390/en18184864.
陆杰, 施俊德, 周大庆, 等. 水泵水轮机反S形不稳定区的仿生控制[J]. 机械工程学报, 2025, 61(12): 336-343.
LU J, SHI J D, ZHOU D Q, et al. Bionic control of the S-shaped instability region of a pump-turbine[J]. Journal of Mechanical Engineering, 2025, 61(12): 336-343.
刘心宇, 杨浩, 王维, 等. 三机式抽水蓄能机组中多级离心泵径向前导叶优化研究[J]. 水电能源科学, 2025, 43(3): 158-162.
LIU X Y, YANG H, WANG W, et al. Research on optimization of radial leading vane of multistage centrifugal pump in ternary pumped storage unit[J]. Water Resources and Power, 2025, 43(3): 158-162.
张宝勇, 程奇, 钱瑭, 等. 定速与变速抽水蓄能机组联合运行过渡过程动态特性研究[J]. 水电能源科学, 2025, 43(10): 196-200.
ZHANG B Y, CHENG Q, QIAN T, et al. Study on the dynamic characteristics of transient processes during the joint operation of fixed-speed and variable-speed pumped storage units[J]. Water Resources and Power, 2025, 43(10): 196-200.
宿生, 张元进, 白齐健, 等. 抽水蓄能电站调压室-竖井结合布置瞬态水力特性[J/OL]. 南水北调与水利科技(中英文), 1-10[2026-04-08]. https://link.cnki.net/urlid/13.1430.TV.20250808.1051.002.
郭苗, 黄子豪, 江涛, 等. 抽水蓄能电站事故闸门动应力演化过程分析研究[J]. 水利学报, 2025, 56(12): 1668-1678.
GUO M, HUANG Z H, JIANG T, et al. Study on the dynamic stress evolution process of emergency gates in pumped storage power stations during transient operations[J]. Journal of Hydraulic Engineering, 2025, 56(12): 1668-1678.
陈青生, 刘天凤, 孙纪阳, 等. 抽水蓄能电站同发同抽不等流量运行的水力特性研究[J]. 三峡大学学报(自然科学版), 2025, 47(3): 28-35.
CHEN Q S, LIU T F, SUN J Y, et al. Study on hydraulic characteristics of pumped storage power plant running with simultaneous generation and pumping at different flow rates[J]. Journal of China Three Gorges University (Natural Sciences), 2025, 47(3): 28-35.
许昌, 卢伟甫, 曾雪洋, 等. 变速抽水蓄能机组水力-电气耦合仿真技术研究[J]. 排灌机械工程学报, 2026, 44(2): 164-172.
XU C, LU W F, ZENG X Y, et al. Research on hydraulic-electrical and electromechanical coupling simulation technology of variable-speed pumped storage units[J]. Journal of Drainage and Irrigation Machinery Engineering, 2026, 44(2): 164-172.
刘璋, 刘公成, 张云鹏, 等. 全功率可变速抽水蓄能机组在不同条件下甩负荷的动态特性研究[J]. 振动与冲击, 2025, 44(17): 71-81.
LIU Z, LIU G C, ZHANG Y P, et al. Dynamic characteristics of load rejection of full power variable-speed pumped storage unit under different conditions[J]. Journal of Vibration and Shock, 2025, 44(17): 71-81.
贾伊杭, 许国瑞, 卢伟甫, 等. 变速抽水蓄能机组暂态无功支撑能力及其影响因素[J]. 大电机技术, 2025(3): 1-9.
JIA Y H, XU G R, LU W F, et al. Transient reactive power support capability of variable-speed pumped storage unit and its influence factors[J]. Large Electric Machine and Hydraulic Turbine, 2025(3): 1-9.
王彤, 李子昂, 陈骁, 等. 不同故障类型下定速/变速抽水蓄能机组协同运行系统的暂态功角稳定性研究[J/OL]. 中国电机工程学报, 1-15[2026-04-08]. https://link.cnki.net/urlid/11.2107.tm.20250908. 1104.009.
张昊晟, 郑冬飞, 魏葳, 等. 变速抽水蓄能机组并网运行仿真与控制[J]. 大电机技术, 2025(6): 58-65. DOI:10.3969/j.issn.1000-3983.2025.06.008.
ZHANG H S, ZHENG D F, WEI W, et al. Simulation and control of variable-speed pumped storage units in grid-connection[J]. Large Electric Machine and Hydraulic Turbine, 2025(6): 58-65. DOI:10.3969/j.issn.1000-3983.2025.06.008.
王贵, 高洪军, 李德友, 等. 大型抽水蓄能电站关键技术研究现状及发展趋势[J]. 电工电能新技术, 2025, 44(10): 3-13. DOI:10.12067/ATEEE2412008.
WANG G, GAO H J, LI D Y, et al. Research status and development trends of key technologies for large-scale pumped storage power stations[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(10): 3-13. DOI:10.12067/ATEEE2412008.
贾文林, 张尊华, 周梦妮, 等. 抽水蓄能选址技术方法及其发展综述[J]. 储能科学与技术, 2025, 14(12): 4672-4688.
JIA W L, ZHANG Z H, ZHOU M N, et al. Site selection methods and developments for pumped hydro energy storage: A review[J]. Energy Storage Science and Technology, 2025, 14(12): 4672-4688.
吴勇拓, 曹睿, 方国华, 等. 抽水蓄能电站特征水位方案拟定方法研究[J]. 水电能源科学, 2025, 43(8): 208-212.
WU Y T, CAO R, FANG G H, et al. Research on method of formulating characteristic water level for pumped storage power station[J]. Water Resources and Power, 2025, 43(8): 208-212.
郭海燕, 段宝仓, 尹修明, 等. 基于灵活性量化的抽水蓄能电站规划方法[J]. 太阳能学报, 2025, 46(4): 22-29. DOI:10.19912/j.0254-0096.tynxb.2024-1687.
GUO H Y, DUAN B C, YIN X M, et al. Planning method for pumped storage power stations considering flexibility requirements[J]. Acta Energiae Solaris Sinica, 2025, 46(4): 22-29. DOI:10.19912/j.0254-0096.tynxb.2024-1687.
莫巨华, 王浩, 王超, 等. 基于卧式抽蓄的风光水储蓄联合运行优化调度研究[J]. 华北水利水电大学学报(自然科学版), 2025, 46(1): 1-9.
MO J H, WANG H, WANG C, et al. Optimized scheduling of wind-solar-hydro energy storage joint operation based on horizontal pumped storage[J]. Journal of North China University of Water Resources and Electric Power (Natural Science Edition), 2025, 46(1): 1-9.
张彦芝, 陈思捷, 郑林烽, 等. 含混合式抽蓄的风光水储一体化电站的配置与运行方法[J/OL]. 上海交通大学学报, 1-25[2026-04-08]. https://doi.org/10.16183/j.cnki.jsjtu.2024.429.
陈智梁, 魏苗, 胡新源, 等. 计及绿电交易的风光-梯级混合抽蓄系统多目标调峰优化控制[J]. 中国水利水电科学研究院学报(中英文), 2025, 61(11): 54-68.
许红断, 刘凡, 黄迪, 等. 基于改进灰狼算法的梯级水电站与抽水蓄能联合经济调度策略[J]. 水力发电, 2025, 51(8): 99-107. DOI:10.3969/j.issn.0559-9342.2025.08.015.
XU H D, LIU F, HUANG D, et al. Joint economic scheduling strategy of cascade hydropower stations and pumped storage based on improved grey wolf algorithm[J]. Water Power, 2025, 51(8): 99-107. DOI:10.3969/j.issn.0559-9342.2025.08.015.
冯钦, 武新宇, 程春田, 等. 考虑风光出力预测累积误差的抽水蓄能电站群调峰优化方法[J/OL]. 中国电机工程学报, 1-13[2026-04-08]. https://link.cnki.net/urlid/11.2107.tm.20250416.1309.007.
钱骏, 谭乔凤, 闻昕, 等. 基于增设泵站的梯级混合式抽水蓄能电站短期调度研究[J/OL]. 工程科学与技术, 1-16[2026-04-08]. https://link.cnki.net/urlid/51.1773.TB.20250520.2111.013.
曹林宁, 杨孟昌, 汪嘉豪, 等. 基于流量优化的混蓄电站精细化运行成本研究[J/OL]. 中国农村水利水电, 1-14[2026-04-08]. https://link.cnki.net/urlid/42.1419.tv.20250909.0845.012.
吕婉煜, 赵红生, 韩应生, 等. 供需不确定性下抽水蓄能提升系统灵活性的分层优化调度[J]. 电工技术学报, 2025, 40(21): 6984-6999. DOI:10.19595/j.cnki.1000-6753.tces.241815.
LYU W Y, ZHAO H S, HAN Y S, et al. Hierarchical optimal scheduling for pumped storage to enhance system flexibility under supply-demand uncertainty[J]. Transactions of China Electrotechnical Society, 2025, 40(21): 6984-6999. DOI:10.19595/j.cnki.1000-6753.tces.241815.
张智, 霍超, 郭尊, 等. 新型电力系统下抽水蓄能集群规划与运营关键问题综述及研究展望[J]. 中国电机工程学报, 2025, 45(15): 5810-5831. DOI:10.13334/j.0258-8013.pcsee.242762.
ZHANG Z, HUO C, GUO Z, et al. Overview and research prospects of key issues in pumped storage cluster planning and operation under the new type power systems[J]. Proceedings of the CSEE, 2025, 45(15): 5810-5831. DOI:10.13334/j.0258-8013.pcsee.242762.
钟浩, 杜涛, 邹贤求, 等. 电力市场环境下多流域型虚拟电厂抽水蓄能机组容量优化配置[J/OL]. 电力自动化设备, 1-22[2026-04-08]. https://doi.org/10.16081/j.epae.202511016.
何尧玺, 张宝允, 陈雪霞, 等. 基于合作博弈的风光-定/变速抽蓄分布鲁棒容量优化配置[J/OL]. 电力系统及其自动化学报, 1-12[2026-04-08]. https://doi.org/10.19635/j.cnki.csu-epsa.001718.
崔杨, 付大志, 程丁然, 等. 考虑系统惯量需求的常规水电站改造联合纯抽蓄电站容量配置方法[J]. 电网技术, 2025, 49(12): 5292-5303, I0112-I0115.
CUI Y, FU D Z, CHENG D R, et al. Capacity allocation method of conventional hydropower transformation combined with pure pumped storage power station considering system inertia demand[J]. Power System Technology, 2025, 49(12): 5292-5303, I0112-I0115.
梅粮飞, 刘伟, 侯俊, 等. 基于碳中和背景下的水电二次开发利用研究[J/OL].水利水电技术(中英文), 1-20[2026-04-08]. https://link.cnki.net/urlid/10.1746.TV.20251114.1720.002.
卢慧颖, 张婉秋, 曹成龙, 等. 采煤沉陷区光伏—抽水蓄能容量配置优化方法研究[J/OL]. 金属矿山, 1-12[2026-04-08]. https://link.cnki.net/urlid/34.1055.td.20250829.0913.002.
祝令凯, 郑威, 缪玉洁, 等. 考虑高比例新能源消纳的抽蓄机组选址定容优化方法[J/OL]. 水利水电技术(中英文), 1-10[2026-04-08]. https://link.cnki.net/urlid/10.1746.tv.20251120.1137.004.
谢建恒, 王浩, 任岩, 等. 基于卧式抽蓄的多能互补系统容量配置优化研究[J]. 华北水利水电大学学报(自然科学版), 2025, 46(1): 10-19.
XIE J H, WANG H, REN Y, et al. Capacity allocation optimization of multi-energy complementary system based on horizontal pumped storage[J]. Journal of North China University of Water Resources and Electric Power (Natural Science Edition), 2025, 46(1): 10-19.
胡昊, 许昭一, 崔争艳, 等. 基于大语言模型的抽水蓄能电站智能运维辅助系统构建研究[J]. 华北水利水电大学学报(自然科学版), 2025, 46(5): 34-42.
HU H, XU Z Y, CUI Z Y, et al. Intelligent operation and maintenance for pumped storage power stations based on large language model[J]. Journal of North China University of Water Resources and Electric Power (Natural Science Edition), 2025, 46(5): 34-42.
黄锦辉, 曾辉, 万晶宇, 等. 抽水蓄能机组整机动力学模型及机架振动特性分析[J]. 动力工程学报, 2025, 45(11): 1833-1843.
HUANG J H, ZENG H, WAN J Y, et al. Dynamic model of complete machine and vibration characteristics analysis of the frame of pumped storage unit[J]. Journal of Chinese Society of Power Engineering, 2025, 45(11): 1833-1843.
惠振国, 胡志平, 孙政, 等. 基于改进EMD和GAM-TCN模型的抽水蓄能机组状态趋势预测[J]. 水电能源科学, 2025, 43(6): 175-179.
HUI Z G, HU Z P, SUN Z, et al. State tendency prediction for pumped storage unit based on improved EMD method and GAM-TCN model[J]. Water Resources and Power, 2025, 43(6): 175-179.
汪靖尧, 冯陈, 张玉全, 等. 基于ICEEMDAN和CNN-LSTM-ATTENTION的抽水蓄能机组振动预测[J/OL]. 水电能源科学, 2026(3): 194-199[2026-03-25]. https://doi.org/10.20040/j.cnki.1000-7709.2026.20250203.
王保根, 林文峰, 秦飞, 等. 基于云管边端协同的抽水蓄能电站视频监控智能体的研究与应用[J]. 水利水电技术(中英文), 2025, 56(S1): 491-497.
WANG B G, LIN W F, QIN F, et al. Research and application of pumped-storage hydroelectricity video monitoring agent based on cloud tube edge collaboration[J]. Water Resources and Hydropower Engineering, 2025, 56(S1): 491-497.
亓增刚, 王磊, 蔺国华, 等. 废弃煤矿地下空间资源应用研究现状与展望[J]. 矿产保护与利用, 2025, 45(5): 124-138.
QI Z G, WANG L, LIN G H, et al. Current situation and prospects of applied research on underground space resources of abandoned coal mines[J]. Conservation and Utilization of Mineral Resources, 2025, 45(5): 124-138.
聂子攀, 肖立业, 张京业, 等. 新型抽水蓄能系统发展综述[J]. 电工电能新技术, 2025, 44(10): 14-25. DOI:10.12067/ATEEE2502018.
NIE Z P, XIAO L Y, ZHANG J Y, et al. Review of development of new pumped storage systems[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(10): 14-25. DOI:10.12067/ATEEE2502018.
王浩爽. 抽水蓄能电站800 MPa级引水钢岔管水压试验研究[J]. 山西建筑, 2026, 52(5): 171-174, 194. DOI:10.13719/j.cnki.1009-6825.2026.05.036.
WANG H S. Water pressure test study on 800 MPa grade water diversion steel bifurcation pipe for pumped storage power station[J]. Shanxi Architecture, 2026, 52(5): 171-174, 194. DOI:10. 13719/j.cnki.1009-6825.2026.05.036.
冯鲲鹏, 吕城腾, 谢海峰, 等. 高水头抽水蓄能电站高压岔管稳定性分析[J]. 水电能源科学, 2025, 43(9): 166-170.
FENG K P, LV C T, XIE H F, et al. Stability analysis of high-pressure branch pipes in high-head pumped storage power station[J]. Water Resources and Power, 2025, 43(9): 166-170.
李绪佳. 抽水蓄能电站堆石坝面板混凝土配合比优化与关键施工技术[J]. 四川水泥, 2026(2): 107-108, 111.
LI X J. Mix proportion optimization and key construction technology of concrete face slab of rockfill dam of pumped storage power station[J]. Sichuan Cement, 2026(2): 107-108, 111.
董书礼, 王栋林, 苏衡. 抽水蓄能电站排水廊道TBM施工技术[J]. 云南水力发电, 2025, 41(2): 103-105. DOI:10.3969/j.issn.1006-3951.2025.02.026.
DONG S L, WANG D L, SU H. TBM construction technology for drainage gallery of pumped storage power station[J]. Yunnan Water Power, 2025, 41(2): 103-105. DOI:10.3969/j.issn.1006-3951.2025.02.026.
吴宗林, 李寒松, 胡天浩, 等. 抽水蓄能电站排水系统应用小直径TBM施工的高效物料运输系统[J]. 施工技术(中英文), 2025, 54(24): 64-69.
WU Z L, LI H S, HU T H, et al. Efficient material transportation system for small-diameter TBM construction in drainage system of pumped storage power station[J]. Construction Technology, 2025, 54(24): 64-69.
王二闯. 抽水蓄能电站大直径超深竖井伞钻孔特性分析及钻进参数优化[J]. 价值工程, 2025, 44(26): 116-118. DOI:10.3969/j.issn.1006-4311.2025.26.035.
WANG E C. Characteristics analysis and drilling parameter optimization of large-diameter and ultra deep vertical umbrella boreholes in pumped storage power stations[J]. Value Engineering, 2025, 44(26): 116-118. DOI:10.3969/j.issn.1006-4311.2025.26.035.
罗笃发, 闵晶, 刘宇, 等. 辽宁岫岩抽水蓄能电站上水库沥青混凝土面板堆石坝抗震安全性[J]. 科学技术与工程, 2025, 25(35): 15267-15277.
LUO D F, MIN J, LIU Y, et al. Seismic safety of asphalt concrete-faced rockfill dam in Liaoning Xiuyan pumped storage power station[J]. Science Technology and Engineering, 2025, 25(35): 15267-15277.
胡锦方, 马刚, 杨启贵, 等. 水位变幅对抽水蓄能面板堆石坝应力变形的影响[J]. 水力发电学报, 2025, 44(12): 84-99.
HU J F, MA G, YANG Q G, et al. Effect of water level variation on stress-deformation behavior of CFRD for pumped storage stations[J]. Journal of Hydroelectric Engineering, 2025, 44(12): 84-99.
张小虎, 董志宏, 韩晓玉, 等. 湖北大冶抽水蓄能电站地应力场反演与抗水力劈裂分析[J]. 水利水电快报, 2026, 47(2): 32-38.
ZHANG X H, DONG Z H, HAN X Y, et al. In-situ stress field inversion and hydraulic fracturing resistance analysis of Daye Pumped Storage Power Station in Hubei Province[J ] . Express Water Resources & Hydropower Information, 2026, 47(2): 32-38.
CHEN H S, WANG X, XU Y J, et al. Technologies and prospects for compressed air energy storage[J]. Nature Reviews Clean Technology, 2026, 2(3): 179-197. DOI:10.1038/s44359-026-00150-9.
YAN M D, LIU C C, LING H S, et al. Off-design performance of variable-speed compressed air energy storage system under different operation schemes[J]. Energy, 2025, 338: 138626. DOI:10.1016/j.energy.2025.138626.
LI T Y, CHEN L J, LIU H C, et al. Configuration optimization for advanced adiabatic compressed air energy storage considering thermal coupling characteristics[J]. Journal of Energy Storage, 2025, 131: 117249. DOI:10.1016/j.est.2025.117249.
GE G Q, CAI X C, SUN H, et al. Optimization design of an adiabatic compressed air energy storage system with sliding pressure operation and packed bed thermal energy storage based on a one-dimensional loss model[J]. Energy Conversion and Management, 2025, 328: 119626. DOI:10.1016/j.enconman. 2025.119626.
SU X, LIU C C, GUO D Z, et al. Experimental study on the characteristics of energy airbags for underwater compressed air energy storage[J]. Journal of Energy Storage, 2025, 118: 116283. DOI:10.1016/j.est.2025.116283.
CHEN J X, ZUO Z T, ZHOU X, et al. Study on tip clearance flow of radial intake mixed flow compressor in CAES system[J]. Applied Thermal Engineering, 2025, 263: 125304. DOI:10.1016/j.applthermaleng.2024.125304.
ZHANG Y X, ZUO Z T, ZHOU X, et al. Comparative analysis of diagonal and centrifugal compressors with synergy theory in compressed air energy storage system[J]. Journal of Thermal Science, 2024, 33(4): 1325-1339. DOI:10.1007/s11630-024-1966-4.
ZHAO M, LAN Y S. Investigation on transient flow characteristics of scroll compressor for compressed air energy storage system[J]. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 2025, 239(7): 1052-1060. DOI:10.1177/09576509251375506.
王国华, 张通, 陈来军, 等. 面向工程应用的先进绝热压缩空气储能模型及先进(火用)分析[J]. 全球能源互联网, 2024, 7(2): 127-135.
WANG G H, ZHANG T, CHEN L J, et al. Advanced adiabatic compressed air energy storage system model for engineering applications and advanced exergy analysis[J]. Journal of Global Energy Interconnection, 2024, 7(2): 127-135.
石贵月, 陶海亮, 左志涛, 等. 压缩空气储能轴流压缩机叶片应力优化方法[J]. 储能科学与技术, 2025, 14(4): 1522-1532. DOI:10.19799/j.cnki.2095-4239.2024.1011.
SHI G Y, TAO H L, ZUO Z T, et al. Research on blade stress optimization method of axial flow compressor in compressed air energy storage system[J]. Energy Storage Science and Technology, 2025, 14(4): 1522-1532. DOI:10.19799/j.cnki.2095-4239.2024.1011.
PAN X C, ZHU Y L, WANG X, et al. Numerical investigation on the influence of axial thermal expansion in axial turbine for compressed air energy storage system[J]. Journal of Energy Storage, 2024, 84: 110595. DOI:10.1016/j.est.2024.110595.
常坤, 王子遇, 邹磊, 等. 压缩空气储能膨胀机出口管道扩张角影响研究[J]. 内燃机与配件, 2025(23): 64-66. DOI:10.3969/j.issn.1674-957X.2025.23.020.
CHANG K, WANG Z Y, ZOU L, et al. Research on the influence of expansion angle of outlet pipeline of compressed air energy storage expansion machine[J]. Internal Combustion Engine & Parts, 2025(23): 64-66. DOI:10.3969/j.issn.1674-957X.2025.23.020.
SU C X, WANG G R, JING J J, et al. Study on thermodynamic performance of compressed air gas storage device in idle oil and gas wells[J]. Journal of Engineering Thermophysics, 2025, 46(10): 3188-3196.
陈泽兵, 李文, 朱阳历, 等. 压缩空气储能系统膨胀机的旁路控制策略[J]. 工程热物理学报, 2025, 46(7): 2091-2105.
CHEN Z B, LI W, ZHU Y L, et al. Bypass control strategies for the compressed air energy storage system expander[J]. Journal of Engineering Thermophysics, 2025, 46(7): 2091-2105.
赵朝成, 刘明, 倪广涛, 等. 耦合熔盐储热的补燃式压缩空气储能系统热力性能分析[J]. 工程热物理学报, 2025, 46(1): 42-50.
ZHAO C C, LIU M, NI G T, et al. Thermodynamic analysis on the afterburning-type compressed air energy storage system integrated with molten salt thermal storage[J]. Journal of Engineering Thermophysics, 2025, 46(1): 42-50.
YANG H, CUI J Y, LIU L S, et al. Dynamic simulation of medium-temperature thermal storage compressed air energy storage (TS-CAES) system using Aspen Hysys[J]. Journal of Energy Storage, 2025, 123: 116757. DOI:10.1016/j.est.2025. 116757.
ROMANI J, SALVINI C, GIOVANNELLI A, et al. Heat transfer equipment for a compressed air energy storage (CAES) integrated with a concentrated solar system[J]. Journal of Physics: Conference Series, 2025, 3143(1): 012061. DOI:10.1088/1742-6596/3143/1/012061.
LIU H T, WANG Z Y, LI W, et al. A thermodynamic model and experimental validation of internal heat exchangers for active air temperature control in lined rock cavern for compressed air energy storage[J]. Energy, 2025, 340: 139165. DOI:10.1016/j.energy.2025.139165.
郑彦霖, 郭欢, 尹钊, 等. 微型压缩空气储能热电联供系统变负荷运行特性[J]. 储能科学与技术, 2025, 14(9): 3488-3499.
ZHENG Y L, GUO H, YIN Z, et al. Variable-load operating characteristics of heat and power cogeneration system based on micro compressed air energy storage[J]. Energy Storage Science and Technology, 2025, 14(9): 3488-3499.
蔡升华, 戴洪军, 张勇, 等. 隧洞式压缩空气储能储气库温度时空演化规律研究[J]. 水力发电, 2025, 51(9): 113-120. DOI:10.3969/j.issn.0559-9342.2025.09.017.
CAI S H, DAI H J, ZHANG Y, et al. Temporal and spatial evolution of temperature in tunnel-type Caverns for compressed air energy storage under first operational cycle condition[J]. Water Power, 2025, 51(9): 113-120. DOI:10.3969/j.issn.0559-9342.2025. 09.017.
郑开云. 基于人工硐室的压缩工质储能系统构建与分析[J/OL]. 南方能源建设, 1-9[2026-04-02]. https://doi.org/10.16516/j.ceec.2025-200.
ZHENG K Y. Construction and analysis of compressed working fluid energy storage system based on artificial cavern [J]. Southern Energy Construction, 1-9[2026-04-02]. https://doi.org/10.16516/j.ceec.2025-200.
LIU S H, XIA C C, XU Y J, et al. Physical model test and numerical simulation for the stability of a lined rock cavern for compressed air energy storage[J]. Energy, 2025, 335: 137853. DOI:10.1016/j.energy.2025.137853.
LIU C C, YIN Z, SU X, et al. Experimental investigation into the dynamic characteristics of an isobaric compressed air energy storage[J]. Journal of Energy Storage, 2026, 147: 120349. DOI:10.1016/j.est.2026.120349.
LI G, CHEN H, GUO H, et al. A novel coupled system of compressed air energy storage system and air separation unit: Thermodynamic and economic evaluation[J]. Energy, 2025, 335: 138303. DOI:10.1016/j.energy.2025.138303.
CAO R F, MA Y Y, WANG Y F. Thermodynamic and economic analysis of a hydrogen fueled compressed air energy storage system coupling with PEM electrolyzer cell and PEM fuel cell[J]. International Journal of Hydrogen Energy, 2025, 170: 151221. DOI:10.1016/j.ijhydene.2025.151221.
XUE X J, LI S J, ZHENG L X, et al. Designing and performance assessment of a novel compressed air energy storage system integrated with a gas turbine combined cycle[J]. Applied Thermal Engineering, 2025, 279: 128042. DOI:10.1016/j.applthermaleng. 2025.128042.
XUE X J, SHI W Y, ZHENG L X, et al. Performance analyses of a novel compressed air energy storage system integrated with a biomass combined heat and power plant for the multi-generation purpose[J]. Applied Thermal Engineering, 2025, 272: 126403. DOI:10.1016/j.applthermaleng.2025.126403.
CHEN J X, ZHOU X, ZUO Z T, et al. Study on the effect of inlet/outlet volute on mixed flow compressor performance for compressed air energy storage system[J]. Journal of Energy Storage, 2025, 117: 116132. DOI:10.1016/j.est.2025.116132.
GUAN Y, LI W, ZHANG X J, et al. Optimization method for nozzle control of governing turbine[J]. International Journal of Mechanical Sciences, 2025, 285: 109773. DOI:10.1016/j.ijmecsci.2024.109773.
靳红炜, 林曦鹏, 陈广玲, 等. 板翅换热器气-水换热流热固耦合特性研究[J]. 科技与创新, 2025(15): 114-116, 119. DOI:10.15913/j.cnki.kjycx.2025.15.030.
JIN H W, LIN X P, CHEN G L, et al. Study on thermal-solid coupling characteristics of gas-water heat exchange flow in plate-fin heat exchanger[J]. Science and Technology & Innovation, 2025(15): 114-116, 119. DOI:10.15913/j.cnki.kjycx.2025.15.030.
HUANG X L, LIU D, ZHAO L, et al. Developing phase change materials for thermal energy storage using polyols with cold crystallization property[J]. Journal of Energy Storage, 2025, 110: 115364. DOI:10.1016/j.est.2025.115364.
ZHONG Y X, YANG D Z, XIE J, et al. The heat transfer of phase change cold storage material regulated by magnetic field-induced surfactant-modified nano-Fe 3 O 4 [J ] . Journal of Energy Storage, 2025, 122: 116747. DOI:10.1016/j.est.2025.116747.
MA Q, XIE B S, CAO P H, et al. Emerging ternary eutectic hydrated salt cold energy storage materials for cold chain transportation[J]. Energy, 2025, 335: 138042. DOI:10.1016/j.energy.2025.138042.
YANG X, XIE B S, LI C S, et al. Emerging magnesium chloride hexahydrate phase change material targeting cold storage engineering[J]. Journal of Energy Storage, 2025, 137: 118639. DOI:10.1016/j.est.2025.118639.
LIN S Y, XIE Y Q, CHEN X Y, et al. Efficient utilization of energy enabled by form stable brine phase change cold storage gels with ultra-high latent heat towards green, safe and cost-effective fruit cold chain[J]. International Journal of Refrigeration, 2025, 178: 192-202. DOI:10.1016/j.ijrefrig.2025.07.006.
LI J X, WANG Z K, LI Y H, et al. Design and analysis of a cascade solid-packed bed cold storage system using liquid heat transfer fluids for liquid air energy storage[J]. Energy, 2025, 338: 138860. DOI:10.1016/j.energy.2025.138860.
YANG F L, DIAO Y H, ZHAO Y H, et al. Heat transfer performance and optimization investigation on the phase change cold storage device based on flat micro-heat pipe array under simultaneous charging and discharging mode[J]. Journal of Energy Storage, 2025, 124: 116689. DOI:10.1016/j.est.2025. 116689.
SUN C B, DIAO Y H, FANG D R, et al. Numerical analysis on the thermal behavior and optimization of a phase change cold energy storage device with thermoelectric coolers as a cold source[J]. Applied Thermal Engineering, 2025, 278: 127307. DOI:10.1016/j.applthermaleng.2025.127307.
LIU Z C, QUAN Z H, ZHAO Y H, et al. Optimization of a cold thermal energy storage system with micro heat pipe arrays by statistical approach: Taguchi method and response surface method[J]. Renewable Energy, 2025, 238: 121899. DOI:10. 1016/j.renene.2024.121899.
SHANGGUAN Z, CHEN L, GONG C X, et al. Thermodynamic and economic analysis of an advanced liquid air energy storage system coupled with LNG cold energy, waste heat and solar energy[J]. Energy, 2025, 340: 139194. DOI:10.1016/j.energy.2025.139194.
JI Z Y, TENG S Y, XI H. Thermodynamic and economic performance analysis of compressed air energy storage system with a cold, heat and power tri-generation function combined with vortex tube[J]. Journal of Energy Storage, 2025, 114: 115932. DOI:10.1016/j.est.2025.115932.
LI B, LI Z Z, WU C X, et al. Dynamic heat storage and release characteristics and flow control optimization of photovoltaic/thermal-heat pump coupled packed bed thermal energy storage system (PV/T-HP-PBTES)[J]. Energy, 2025, 334: 137736. DOI:10.1016/j.energy.2025.137736.
FAN C H, LI M J, LI M J, et al. Performance analysis and optimization of an adiabatic compressed air energy storage system coupled with the packed-bed thermal energy storage device[J]. Energy, 2025, 324: 135939. DOI:10.1016/j.energy. 2025.135939.
ZHOU D, LIU M, WANG Z Z, et al. Design and performance evaluation of a new steam/water hybrid thermal energy storage system integrated within a coal-fired power plant[J]. Energy, 2025, 335: 138324. DOI:10.1016/j.energy.2025.138324.
SUN S Y, XU S X, RONG W L, et al. Experimental study of a system coupling thermal storage heat pipe radiators with air-source heat pump[J]. Applied Thermal Engineering, 2025, 280: 128454. DOI:10.1016/j.applthermaleng.2025.128454.
FAN B B, HUA J Y, LI G, et al. Thermal stratification mechanism analysis of new molten salt storage tank system based on spiral infusion structure[J]. Applied Thermal Engineering, 2025, 281: 128552. DOI:10.1016/j.applthermaleng. 2025.128552.
LI W X, CHEN W Y, HUANG L H, et al. Thermal performance of a seasonal aquifer energy storage system considering operational and structural characteristics[J]. Applied Thermal Engineering, 2025, 281: 128554. DOI:10.1016/j.applthermaleng. 2025.128554.
DONG Y J, XU R J, ZHAO S Y. Study on heat storage and release characteristics of a novel phase-change thermal energy storage device using microchannel parallel-flow flat pipes[J]. Journal of Energy Storage, 2025, 136: 118366. DOI:10.1016/j.est.2025.118366.
LI B F, YANG X L, YU N, et al. Study on the enhancement of phase change thermal storage performance by biomimetic horseshoe (BH) shaped pipe structure coupled with fins and nanoparticles[J]. International Communications in Heat and Mass Transfer, 2025, 167: 109393. DOI:10.1016/j.icheatmasstransfer. 2025.109393.
XU A, XIE B S, JIN J, et al. Advanced phase change composite integrating photo/electro-thermal energy conversion and storage[J]. Solar Energy Materials and Solar Cells, 2025, 293: 113887. DOI:10.1016/j.solmat.2025.113887.
LI J X, MO S P, ZHOU Z C, et al. Nanoparticle-enhanced phase change materials for thermal energy storage: A critical review[J]. Renewable and Sustainable Energy Reviews, 2025, 223: 116040. DOI:10.1016/j.rser.2025.116040.
YU J Q, ZHANG Z G, ZHANG G T, et al. Investigation of structural influence on the thermal energy storage efficiency in phase change capsules[J]. Thermal Science and Engineering Progress, 2025, 67: 104122. DOI:10.1016/j.tsep.2025.104122.
LI Y X, LI C C, HE Y L. Advanced phase change gel featuring tunable low-temperature transition for cold energy storage[J]. Journal of Energy Storage, 2025, 130: 117467. DOI:10.1016/j.est.2025.117467.
LIU Y N, HE X F, ZUO Z Q, et al. Integrated cold release-purification method for enhanced efficiency in packed bed cryogenic energy storage systems[J]. Journal of Energy Storage, 2025, 140: 119102. DOI:10.1016/j.est.2025.119102.
LI Z Q, CAI L. Performance evaluation of a novel integrated two-stage Rankine cycle and carbon dioxide energy storage system for LNG cold energy recovery[J]. Energy, 2025, 335: 138136. DOI:10.1016/j.energy.2025.138136.
LIU Y L, ZHANG Y, LI M, et al. Novel water-based composite phase change materials for cold energy storage applications[J]. Renewable Energy, 2025, 240: 122174. DOI:10.1016/j.renene. 2024.122174.
CEN D F, YAO S G, XIA C C. Cold storage scheme for energy tunnels to improve the ground thermal accumulation around subway tunnels[J]. Renewable Energy, 2025, 253: 123589. DOI:10.1016/j.renene.2025.123589.
李博文, 文贤馗, 范强, 等. MW级飞轮电机转子中空轴内通流散热实验研究[J]. 储能科学与技术, 2025, 14(8): 2925-2931. DOI:10.19799/j.cnki.2095-4239.2025.0518.
LI B W, WEN X K, FAN Q, et al. Experimental study on heat dissipation through circulation in the hollow shaft of MW-class flywheel motor rotor[J]. Energy Storage Science and Technology, 2025, 14(8): 2925-2931. DOI:10.19799/j.cnki.2095-4239.2025. 0518.
JIAO Y Y, DAI X J, WANG Y F, et al. Case study on flywheel energy storage systems: LPTN-based transient thermal analysis[J]. Journal of Energy Storage, 2025, 120: 116319. DOI:10.1016/j.est.2025.116319.
文贤馗, 李博文, 史正军, 等. 飞轮储能系统磁轴承电磁特性与温升特性分析[J]. 储能科学与技术, 2025, 14(8): 2932-2941.
WEN X K, LI B W, SHI Z J, et al. Analysis of electromagnetic and thermal characteristics of magnetic bearings in flywheel energy storage systems[J]. Energy Storage Science and Technology, 2025, 14(8): 2932-2941.
王创典, 张磊, 黄志华, 等. 磁悬浮飞轮储能柔性转子系统不平衡控制[J/OL]. 储能科学与技术, 1-14[2026-06-02]. https://doi.org/10.19799/j.cnki.2095-4239.2026.0152.
WANG C D, ZHANG L, HUANG Z H, et al. Unbalance control of magnetically suspended flywheel energy storage flexible rotor system[J/OL]. Energy Storage Science and Technology, 1-14[2026-06-02]. https://doi.org/10.19799/j.cnki.2095-4239. 2026. 0152.
徐铖, 唐西胜. 飞轮储能磁轴承系统多频振动的变速重复控制方法研究[J]. 电工电能新技术, 2025, 44(8): 20-32. DOI:10.12067/ATEEE2504044.
XU C, TANG X S. Research on variable speed repetitive control method for multi-frequency vibration of flywheel energy storage magnetic bearing system[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(8): 20-32. DOI:10. 12067/ATEEE2504044.
胡东旭, 戴兴建, 任军辉, 等. 飞轮储能及转子疲劳寿命分析研究进展[J]. 电工电能新技术, 2025, 44(10): 136-148. DOI:10.12067/ATEEE2411056.
HU D X, DAI X J, REN J H, et al. Research progress on flywheel energy storage and rotor fatigue life analysis[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(10): 136-148. DOI:10.12067/ATEEE2411056.
蒋宏春, 韩帅杰, 何玉灵, 等. 飞轮储能用永磁同步电机局部失磁下转子机械响应分析[J/OL]. 华北电力大学学报(自然科学版), 1-10[2026-06-02]. https://link.cnki.net/urlid/10.1999.tm.20250829. 1425.002.
JIANG H C, HAN S J, HE Y L, et al. Analysis of rotor mechanical response in permanent magnet synchronous motor/generator under partial demagnetization for flywheel energy storage applications[J/OL]. Journal of North China Electric Power University (Natural Science Edition), 1-10[2026-06-02]. https://link.cnki.net/urlid/10.1999.tm.20250829.1425.002.
YANG Y, XU B C, GU Z, et al. Design and experimental evaluation of a superconducting flywheel energy storage system with contactless power transmission[J]. Renewable Energy, 2026, 263: 125506. DOI:10.1016/j.renene.2026. 125506.
张国平, 王富强, 张洪福, 等. 基于六相同步电机的高速飞轮储能系统并网控制研究[J]. 电工电能新技术, 2025, 44(8): 9-19. DOI:10.12067/ATEEE2501003.
ZHANG G P, WANG F Q, ZHANG H F, et al. Research on grid-connected control of high-speed FESS based on six-phase synchronous motor[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(8): 9-19. DOI:10.12067/ATEEE2501003.
唐西胜. 构网型飞轮储能发展概论[J]. 电工电能新技术, 2025, 44(8): 1-8.
TANG X S. Overview of development of grid-forming flywheel energy storage systems[J]. Advanced Technology of Electrical Engineering and Energy, 2025, 44(8): 1-8.
邓迎春, 王玮, 张文政, 等. 基于SVMD-NSGA Ⅱ优化综合调频性能的火电-飞轮联合系统协同控制方法[J]. 动力工程学报, 2025, 45(12): 2056-2067, 2131.
DENG Y C, WANG W, ZHANG W Z, et al. Coordinated control method for a thermal power-flywheel hybrid system based on SVMD-NSGA Ⅱ for optimizing comprehensive frequency regulation performance[J]. Journal of Chinese Society of Power Engineering, 2025, 45(12): 2056-2067, 2131.
洪烽, 杜浩, 梁璐, 等. 基于模态匹配的飞轮/锂电混合储能辅助火电AGC控制策略及应用[J]. 中国电机工程学报, 2026, 46(6): 2229-2240. DOI:10.13334/j.0258-8013.pcsee.242660.
HONG F, DU H, LIANG L, et al. Flywheel/lithium hybrid energy storage assisted thermal power agc control strategy and application based on mode matching[J/OL]. Proceedings of the CSEE, 2026, 46(6): 2229-2240. DOI:10.13334/j.0258-8013.pcsee.242660.
吕游, 高越纪, 吴斌, 等. 基于多目标优化的飞轮储能辅助火电机组AGC调频控制策略[J/OL]. 中国电机工程学报, 1-12[2026-06-02]. https://doi.org/10.13334/j.0258-8013.pcsee.252127.
LYU Y, GAO Y J, WU B, et al. Flywheel energy storage-assisted AGC frequency regulation control strategy for thermal power units based on multi-objective optimization[J/OL]. Proceedings of the CSEE, 1-12[2026-06-02]. https://doi.org/10.13334/j.0258-8013.pcsee.252127.
SONG G L, WU Z K, YAN Q L, et al. Sensorless fault-tolerant control strategy of flywheel energy storage system based on improved model reference adaptive system[J]. Journal of Energy Storage, 2025, 132: 117842. DOI:10.1016/j.est.2025. 117842.
魏路, 冷至益, 叶佳, 等. 人工智能在飞轮储能中的应用[J]. 储能科学与技术, 2025, 14(8): 3019-3027.
WEI L, LENG Z Y, YE J, et al. Application of artificial intelligence in flywheel energy storage[J]. Energy Storage Science and Technology, 2025, 14(8): 3019-3027.
ZHANG D, ZHANG M L, LIU Y X, et al. Novel hybrid control of high-speed flywheel energy storage using modular multilevel converter in a DC power system[J]. International Journal of Electrical Power & Energy Systems, 2026, 176: 111724. DOI:10.1016/j.ijepes.2026.111724.
刘广忱, 杨航宇, 陈禹, 等. 基于开关表三矢量模型预测转矩控制的飞轮储能控制策略[J]. 电机与控制学报, 2025, 29(8): 140-149.
LIU G C, YANG H Y, CHEN Y, et al. Control strategy of flywheel energy storage based on three vector model predictive torque control of switch table[J]. Electric Machines and Control, 2025, 29(8): 140-149.
LI J C, WU Y P, WANG Z Z, et al. Complexation-precipitation synthesis of high surface area PbO/rice husk-based activated carbon composites for ultra-long-life lead-carbon battery anodes[J]. Chemical Engineering Journal, 2025, 524: 169750. DOI:10.1016/j.cej.2025.169750.
HU M, CAO J, XIANG S Y, et al. Upcycling polyethylene terephthalate plastics into high-performance carbon additives for ultra-long cycle life lead-carbon batteries[J]. Electrochimica Acta, 2025, 541: 147336. DOI:10.1016/j.electacta.2025. 147336.
HUANG C, XIE F Z, MA Y J, et al. Application and mechanism of pore-like Bi as a hydrogen evolution inhibitor in lead-carbon batteries[J]. Journal of Energy Storage, 2025, 119: 116324. DOI:10.1016/j.est.2025.116324.
SUN X F, HUO X G, XIONG Y Q. Controllable synthesis of PbO/AC composite assisted by homogeneous precipitation for lead carbon batteries[J]. Electrochimica Acta, 2025, 520: 145848. DOI:10.1016/j.electacta.2025.145848.
XU J L, XIE Z J, LI H X, et al. Suppressing hydrogen evolution via anti-hydrogen evolution carbon network toward high-performance lead-carbon batteries[J ] . Journal of Energy Storage, 2026, 153: 120974. DOI:10.1016/j.est.2026.120974.
LI S T, XU J L, LI J Y, et al. Metal-organic framework-derived N, Zn-doped carbon materials loaded with PbO for suppressing hydrogen evolution and irreversible sulfation in lead-carbon batteries[J]. Journal of Energy Storage, 2025, 139: 118885. DOI:10.1016/j.est.2025.118885.
XI Q C, YU Q, LI S T, et al. Manganese oxide/biomass porous carbon anode additive derived from apricot peel for high-performance lead-carbon batteries[J]. Electrochimica Acta, 2025, 527: 146246. DOI:10.1016/j.electacta.2025.146246.
TAO D W, XIA Y J, ZONG Q, et al. Constructing cooperative nitrogen-lead dual-active sites on graphene additives for long-cycle-life lead-carbon batteries[J]. Journal of Energy Storage, 2026, 145: 119928. DOI:10.1016/j.est.2025.119928.
JI Y F, TU J, HE Y P, et al. Rice husk derived porous carbon/β-PbO 2 composites as positive additives for lead-carbon batteries[J ] . Journal of Energy Storage, 2025, 139: 118930. DOI:10.1016/j.est.2025.118930.
WANG H B, OUYANG L N, HUANG J, et al. Hydrophilic polyaniline/graphene oxide composite promoting electron and ion transfer in positive electrode of lead-carbon battery[J]. Journal of Power Sources, 2025, 631: 236248. DOI:10.1016/j.jpowsour.2025.236248.
TU J, ZHAO H, HE Y P, et al. Proton transport mediated mesoporous SiO 2 nanospheres for long-life lead-carbon battery[J ] . Electrochimica Acta, 2025, 542: 147420. DOI:10.1016/j.ele ctacta.2025.147420.
LIU L N, XU W T, ZHANG S W, et al. Acidic oxygenated functional group-modified carbon as positive additives: A boost to performance of lead-carbon batteries[J]. Journal of Energy Storage, 2025, 117: 115998. DOI:10.1016/j.est.2025.115998.
ZHANG S W, LIU L N, LI M, et al. Polytetrafluoroethylene-infused dry processed enhancing lead-carbon battery performance[J]. Journal of Energy Storage, 2025, 132: 117819. DOI:10. 1016/j.est.2025.117819.
HUO X G, LIU Y J, SUN X F, et al. Dual-function triethyl phosphate@fumed silica-based gel electrolytes for enhancing anode performance in lead-carbon batteries[J]. Journal of Energy Storage, 2025, 137: 118503. DOI:10.1016/j.est.2025. 118503.
PANG F Z, CHEN X, LI X Y, et al. Corrosion resistance of PbSrSnAl positive grid alloys for lead-acid batteries[J]. Electrochimica Acta, 2025, 519: 145835. DOI:10.1016/j.electacta.2025.145835.
李志斌, 王涛, 覃开天, 等. 一种铅酸电池负极添加剂及其制备方法和应用: CN121366896A[P]. 2026-01-20.
孙晓飞, 熊源泉, 张平. 铅单原子/纳米颗粒锚定的碳气凝胶及其制备方法和应用: CN120127146A[P]. 2025-06-10.
杨卫奇, 解森, 卫鹏. 一种铅酸蓄电池负极铅膏及其制备方法: CN120221599A[P]. 2025-06-27.
金源, 张宗良, 刘淼. 碳晶材料和正极铅膏及其制备方法、正极极板与铅酸蓄电池: CN121428658A[P]. 2026-01-30.
马素丽, 张巡蒙, 秦争光, 等. 一种高活性物质利用率的正极铅膏及其制备方法: CN121394381A[P]. 2026-01-23.
陈步明, 郭锴, 张大新, 等. 一种铝基铅合金/掺钴包碳纤维粉-α-PbO 2 复合正极板栅及其制备方法: CN119920910B[P ] . 2025-11-21.
王永清, 夏韬, 荆文涛, 等. 铅蓄电池及其CNT强化铅基板栅、制备方法和应用: CN121506966A[P]. 2026-02-10.
谭晓波, 刘遥, 石建明. 一种耐高温低锡铅酸蓄电池板栅合金及其制备方法: CN121215771A[P]. 2025-12-26.
高士元, 张树祥, 薛胜凡, 等. 一种高分子半导体长寿命铅酸电池正极板栅及其制备方法和应用: CN121054709A[P]. 2025-12-02.
林海波, 许珂大, 林楠. 一种超薄钛基板栅及铅酸电池: CN119943964A[P]. 2025-05-06.
KANG T, MENG Y S, LIU X Z. Optimizing lithium-ion diffusion in LiFePO 4 : The impact of Ti 4+ doping on high-rate capability and electrochemical stability[J ] . Ionics, 2025, 31(3): 2419-2428. DOI:10.1007/s11581-025-06075-w.
PAN C Y, LI B W, PAN F Z, et al. The "inner and outer double-layer coating" constructs a three-dimensional electronic channel from the inside to the outside to improve the electrochemical performance of lithium iron phosphate[J]. Journal of Power Sources, 2025, 653: 237777. DOI:10.1016/j.jpowsour.2025.237777.
ZHANG J L, DONG Z Y, ZENG Z H, et al. Upcycling spent LiFePO 4 : Precisely Fe-sites doped by Ti-atoms with expanded Li-diffusion channels toward high capacity[J ] . Advanced Functional Materials, 2026, 36(20): e22632. DOI:10.1002/adfm.202522632.
HE R J, ZHONG W, WU Y K, et al. Two-layer graphite anode for energy and power densified LiFePO 4 battery[J ] . Advanced Materials, 2025, 37(28): 2501185. DOI:10.1002/adma.2025 01185.
ZHONG W, HE R J, PENG L F, et al. Lifecycle synergistic prelithiation strategy of both anode and cathode for high-performance lithium-ion batteries[J]. Advanced Energy Materials, 2025, 15(26): 2406007. DOI:10.1002/aenm.2024 06007.
WANG Z W, GU X W, ZHU J C, et al. Weakly-solvated and co-intercalation-free ether-based electrolytes enhance the low- temperature and fast-charging performance of LiFePO 4 || Graphite batteries[J ] . Angewandte Chemie International Edition, 2026, 65(1): e21171. DOI:10.1002/anie.202521171.
XU T H, LUO S Y, WU M Q, et al. Low-concentration flame-retardant PC-based electrolytes for wide-temperature and high-voltage lithium-ion batteries[J]. Small, 2025, 21(9): 2409626. DOI:10.1002/smll.202409626.
LIU J N, CAO J H, WU Y Y, et al. Micro porous forming of polyimide composite membrane with temperature and humidity control and its application Evaluation in lithium-ion batteries[J]. Journal of Power Sources, 2025, 644: 237082. DOI:10.1016/j.jpowsour.2025.237082.
YANG Y X, XIAO K S, CAO B W, et al. Molecular-tailored crosslinker enabling a 110 MPa-robust solid polymer electrolyte for long-cycling solid-state lithium metal batteries[J]. Energy Storage Materials, 2026, 86: 104922. DOI:10.1016/j.ensm. 2026.104922.
LIU L W, XUE J Y, GAO Y W, et al. Polymerized-ionic-liquid-based solid polymer electrolyte for ultra-stable lithium metal batteries enabled by structural design of monomer and crosslinked 3D network[J]. Materials Reports: Energy, 2025, 5(1): 100311. DOI:10.1016/j.matre.2024.100311.
MU C K, LI T Y, ZHAN C B, et al. Harnessing solvation chemistry of pentavalent vanadium for wide-temperature range vanadium flow batteries[J]. Angewandte Chemie International Edition, 2025, 64(30): e202508456. DOI:10.1002/anie.2025 08456.
XU Y, LI T Y, PENG Z Q, et al. Grid-scale corrosion-free Zn/Br flow batteries enabled by a multi-electron transfer reaction[J]. Nature Energy, 2025, 10(12): 1470-1481. DOI:10.1038/s41560-025-01907-5.
ZHANG X Y, AO K L, SHI J H, et al. The critical role of atomic-scale polarization in transition metal oxides on vanadium-redox electrochemistry[J]. Advanced Materials, 2025, 37(13): 24205 10. DOI:10.1002/adma.202420510.
LIU X N, SHI M Q, LIAO C Y, et al. Ultrathin membranes prepared through interfacial polymer cross-linking for selective and fast ion transport[J]. Nature Chemical Engineering, 2025, 2(6): 369-378. DOI:10.1038/s44286-025-00238-2.
FANG J K, ZHANG G Z, GOULET M A, et al. High selectivity framework polymer membranes chemically tuned towards fast anion conduction[J]. Nature Communications, 2025, 16: 3282. DOI:10.1038/s41467-025-58638-0.
HE G H, LI L, XU H, et al. A polymer membrane with integrated microphase separation and intrinsic microporosity for aqueous organic redox flow batteries[J]. Joule, 2025, 9(7): 101976. DOI:10.1016/j.joule.2025.101976.
JIA X B, PENG Q Q, LIU Y F, et al. Design principles of practical industrial-scale layered oxide cathodes with air/water stability for sustainable sodium-ion batteries[J]. Nature Communications, 2025, 16: 10477. DOI:10.1038/s41467-025-65480-x.
WANG X B, YANG W F, YANG Y, et al. A multi-element composition modulation strategy for designing high-capacity and stable O 3 -Type Na-layered oxide[J ] . Advanced Materials, 2025, 37(41): e09032. DOI:10.1002/adma.202509032.
WANG H B, TANG H, LIN T, et al. Na-ion battery with 180 Wh/kg and long cycle life[J]. ACS Energy Letters, 2026, 11(1): 537-547. DOI:10.1021/acsenergylett.5c03155.
XU S, ZHAO L H, LI S K, et al. Revealing the microstructure and mechanism of layered oxide cathodes for sodium-ion batteries by advanced TEM techniques[J]. Chemical Communications, 2025, 61(21): 4147-4159.
HAO Z L, UNIVERSITY N N, GUO J Z, et al. Heterogeneous-interface-induced charge redistribution toward Fe-based polyanion cathode for advanced sodium-ion batteries[J]. Journal of the American Chemical Society, 2025, 147(16): 13905-13914. DOI:10.1021/jacs.5c02480.
ZOU Z Y, MU Y B, HAN M S, et al. Integrated polyanion-layered oxide cathodes enabling 100 000 cycle life for sodium-ion batteries[J]. Energy & Environmental Science, 2025, 18(5): 2216-2230.
KUANG B B, FENG W C, SHI Y X, et al. Balance control of capacity and stability of the bimetallic Prussian blue cathode for high-performance sodium-ion batteries[J]. Inorganic Chemistry, 2025, 64(30): 15392-15401.
WANG Y H, YAN J X, XIE B X, et al. Tuning cyanide coordination electronic structure enables stable Prussian blue analogues for sodium-ion batteries[J]. Nature Communications, 2025, 16: 10083. DOI:10.1038/s41467-025-65062-x.
LIU Y, YIN J, WU R Y, et al. Molecular engineering of pore structure/interfacial functional groups toward hard carbon anode in sodium-ion batteries[J]. Energy Storage Materials, 2025, 75: 104008. DOI:10.1016/j.ensm.2025.104008.
KUANG Y M, ZHANG B S, FAN Y M, et al. Bagasse-derived hard carbon anode with a synergistic sodium storage mechanism induced by temperature gradient for high-performance sodium-ion batteries[J]. Small, 2026, 22(9): e13253. DOI:10.1002/smll.202513253.
LIU Y, MAO H C, BAI R, et al. Designing an isotropic epilayer for stable 4.2 V solid-state Na batteries[J]. Nature Energy, 2025, 10(11): 1305-1314. DOI:10.1038/s41560-025-01857-y.
OUYANG M Z, GUO Z Y, SALINAS-FARRAN L E, et al. High-areal-capacity Na-ion battery electrode with high energy and power densities by simultaneous electrospinning-spraying fabrication[J]. Energy & Environmental Science, 2025, 18(13): 6764-6779.
JIANG H L, SUN Z Q, LIU P, et al. Fast-charging and long-cycle sodium-ion batteries enabled by an ultra-stable carbon anode[J]. Advanced Materials, 2025, 37(47): e09953. DOI:10. 1002/adma.202509953.
HUO Z J, FANG H L, LIN S J, et al. Atomic-scale interface engineering for robust sodium-ion battery anodes with superior stability and high energy density[J]. Advanced Energy Materials, 2025, 15(30): 2501288. DOI:10.1002/aenm.2025 01288.
ZHANG R C, WANG R, GU S, et al. Unravelling the failure mechanism of sodium ion pouch cell with layered cathode cycled under high voltage[J]. Journal of Energy Storage, 2025, 135: 118391. DOI:10.1016/j.est.2025.118391.
KUO T R, CHENG Y C, CHIEH D C, et al. Fluorine-guided synthesis of copper nickel compounds with 2-methylimidazole and temperature control for battery supercapacitor hybrids[J]. Journal of Colloid and Interface Science, 2025, 700: 138463. DOI:10.1016/j.jcis.2025.138463.
HUANG Z A, ZHOU W Q, LI D Q, et al. Advanced oxygen-vacancy NiO/NiCo-LDH heterojunction and La-doped Bi 2 O 3 nanosheets constructing ultra-high energy supercapacitor[J ] . Chemical Engineering Journal, 2025, 521: 167005. DOI:10. 1016/j.cej.2025.167005.
LI J X, YAN X D, LIAN C, et al. Boosting extraordinary capacitive performance by porous structure engineering of binders in activated carbon-based electrodes[J]. Advanced Energy Materials, 2025, 15(44): e04231. DOI:10.1002/aenm. 202504231.
ZHU Z Y, LIU Y, ZHENG S Q, et al. High-performance pseudocapacitors enabled by H+/OH- mixed ion conductors in perovskite electrodes[J]. Chemical Communications, 2025, 61(72): 13699-13702.
ZHANG K, MAO X Z, LUO C W, et al. Radiation-induced in situ synthesis of Ni anchored MoO 3 with oxygen vacancy for high-performance pseudocapacitor[J ] . Nano Research, 2026, 19(1): 94907947. DOI:10.26599/nr.2025.94907947.
ZHANG Y X, WANG F F, LUO D Q, et al. Preparation and electrochemical properties of high-entropy perovskite La 0.7 Sr 0.3 Co 0.4 Fe 0.1 Ni 0.4 Cu 0.1 O 3 /RGO composites[J ] . Acta Materiae Compositae Sinica, 2025, 44: 1-9. DOI: 10.13801/j.cnki.fhclxb.20251103.003.
GUO X, SUN X, WANG L, et al. Investigation of the structure and electrochemical performance of perovskite oxide La 1- x Ca x CrO 3 utilized as electrode materials for supercapacitors[J ] . Coatings, 2025, 15(7): 837. DOI:10.3390/coatings15070837.
BAI Y G, FENG Y Y, WANG K M, et al. A high-voltage tolerance gel polymer electrolyte functioned by surface dielectric layer enabling durable supercapacitors[J]. Rare Metals, 2025, 44(9): 6185-6198. DOI:10.1007/s12598-025-03370-3.
LI W W, CHEN Z Z, XU C, et al. A seamlessly integrated sandwich-structured hydrogel for supercapacitors and multimodal wearable sensors enabling information transmission[J]. Advanced Functional Materials, 2025, 35(51): e12653. DOI:10.1002/adfm.202512653.
MAO T J, LI T Q, LI Y X, et al. Fully recyclable all-solid-state supercapacitors with high stretching stability and room-temperature self-healing capability[J]. Advanced Functional Materials, 2026, 36(27): e27000. DOI:10.1002/adfm.2025 27000.
WANG X Y, ZHENG W Q, ZHAO H, et al. Robust and high-wettability cellulose separators with molecule-reassembled nano-cracked structures for high-performance supercapacitors[J]. Nano-Micro Letters, 2025, 17(1): 153. DOI:10.1007/s40820-025-01650-2.
SHU K W, LI W J, ZHANG Y, et al. An rGO/cellulose acetate/PVDF piezoelectric separator for mitigating self-discharge in supercapacitor[J]. Chemical Engineering Journal, 2025, 520: 166056. DOI:10.1016/j.cej.2025.166056.
LIU W J, LIU H Q, SUN Y, et al. Low-temperature, low-pressure Zn-ion hybrid supercapacitor in extreme near-space application[J]. Materials Horizons, 2025, 12(11): 3979-3990.
KONG C X, DI T M, WANG G M, et al. "Win-win" structural engineering of Chinese herb residues-derived porous graphitic carbons: Decoupling the porosity-graphitization antagonism for ultrahigh-rate supercapacitors[J]. Energy & Environmental Materials, 2026, 9(2): e70174. DOI:10.1002/eem2.70174.
BO Z, WANG R, WANG B, et al. Ion de solvation for boosting the charge storage performance in Ti 3 C 2 MXene electrode[J ] . Nature Communications, 2025, 16: 3813. DOI:10.1038/s41467-025-58700-x.
FAN S C, YAN Z R, WANG B H, et al. Unlocking limited electric double-layer capacity via electrochemically-driven continuous partial desolvations in carbon nanopores[J ] . Nature Communications, 2026, 17: 363. DOI:10.1038/s41467-025-66433-0.
LI Z, XU M H, XIA Y E, et al. High-frequency supercapacitors surpassing dynamic limit of electrical double layer effects[J]. Nature Communications, 2025, 16: 3704. DOI:10.1038/s41467-025-59015-7.
ZHANG X, ZHOU Z, GE S D, et al. Direct-ink-write 3D printing of flexible all-solid-state micro-supercapacitor based on MXene-hydroxylated nanocellulose-carbon nanotubes[J]. Carbon Future, 2025, 2(3): 9200049. DOI:10.26599/cf.2025.9200049.
HAN J Y, SHEN B Y, CHEN Y, et al. Study on battery-supercapacitor hybrid energy storage system for metros[J]. Applied Sciences, 2025, 15(24): 13243. DOI:10.3390/app1524 13243.
杨儒松, 侯朝霞, 李伟, 等. PANI/MnO 2 /rGO-P三元复合电极的制备及在超级电容器中的应用[J ] . 储能科学与技术, 2025, 14(7): 2791-2800. DOI:10.19799/j.cnki.2095-4239.2025.0036.
YANG R S, HOU Z X, LI W, et al. Preparation of PANI/MnO 2 /rGO-P ternary composite electrode and its application in supercapacitors[J ] . Energy Storage Science and Technology, 2025, 14(7): 2791-2800. DOI:10.19799/j.cnki.2095-4239.2025. 0036.
GUO Y W, DONG J Y, CU Q, et al. High performance sodium-based liquid metal batteries based on low-melting-point multi-cation molten salt electrolytes[J]. Chemical Engineering Journal, 2025, 523: 168562. DOI:10.1016/j.cej.2025.168562.
ZHANG W X, HE X, ZHANG T, et al. Te-Cu dual adsorption-conversion function cathode enables high-energy-density and long-lifespan liquid metal batteries[J]. Chemical Engineering Journal, 2026, 530: 173595. DOI:10.1016/j.cej.2026.173595.
YANG Y Z, LI Z H, XIE H L, et al. A novel high voltage SeSb positive electrode material for high-energy-density liquid metal battery[J]. Journal of Energy Storage, 2025, 115: 116032. DOI:10.1016/j.est.2025.116032.
YI C, ZHOU Y, ZHANG W L, et al. Achieving superior electrode kinetics in bismuth-based liquid metal batteries via tin additive[J ] . Journal of Power Sources, 2025, 640: 236724. DOI:10. 1016/j.jpowsour.2025.236724.
ZHAO M X, ZHOU Y, YI C, et al. High performance dual active bismuth-cadmium positive electrode for liquid metal battery[J]. Journal of Energy Storage, 2025, 131: 117429. DOI:10.1016/j.est.2025.117429.
IM S, ASGHARI-RAD P, VARNELL K E, et al. Self-assembling solid Sb electrode enables high-capacity, low-cost Ca-Sb battery[J]. Nature Communications, 2025, 16: 6835. DOI:10. 1038/s41467-025-62080-7.
ZAKERABBASI P, MAGHSOUDY S, BAGHBAN A, et al. Artificial intelligence approach for estimating energy density of liquid metal batteries[J]. Scientific Reports, 2025, 15: 12677. DOI:10.1038/s41598-025-97287-7.
SHI Q L, XIA J Y, ZHOU H, et al. A comprehensive numerical model incorporating potential, mass transfer, and species distribution in liquid metal batteries[J]. Green Energy and Intelligent Transportation, 2025, 4(6): 100353. DOI:10.1016/j.geits.2025.100353.
ZHANG Y, ZHANG W X, ZHOU X B, et al. Numerical study of thermal characteristics in a Li||Bi liquid metal battery subject to internal short circuit[J]. Journal of Power Sources, 2025, 660: 238555. DOI:10.1016/j.jpowsour.2025.238555.
ZHANG Y, FAN L, LI H M, et al. Investigation on electro-thermal behavior of liquid metal batteries under various abusive conditions[J]. Applied Energy, 2025, 377: 124715. DOI:10.1016/j.apenergy.2024.124715.
SHI Q L, ZHOU M, LI H M, et al. Advance warning prior to capacity plunge of liquid metal battery using data-driven methods[J]. IEEE Transactions on Industry Applications, 2025, 61(3): 4147-4154. DOI:10.1109/TIA.2025.3542000.
ZHOU X B, FAN L, NING J, et al. Regulating the discharge performance and electrode interface of liquid metal batteries through external magnetic fields[J]. Applied Energy, 2025, 383: 125408. DOI:10.1016/j.apenergy.2025.125408.
RANAWADE V, TIWARI N, NALWA K S. External magnetic field and heating reduce the mass transport overpotential in a liquid metal battery[J]. Journal of Energy Storage, 2025, 114: 115890. DOI:10.1016/j.est.2025.115890.
HU A W, WANG L, LIN X P, et al. Performance analysis of recuperated Brayton pumped thermal electricity storage with staged compressors[J]. Energy, 2025, 316: 134539. DOI:10.1016/j.energy.2025.134539.
YANG H, DU X Z. Thermo-economic analysis and multi-objective optimization of pumped thermal electricity storage system with S-CO 2 recompression Brayton cycle[J ] . Journal of Energy Storage, 2025, 124: 116821. DOI:10.1016/j.est.2025. 116821.
韩东辰, 孙恩慧, 许方宁, 等. 级联热泵驱动的超临界有机朗肯循环卡诺电池特性研究[J]. 热力发电, 2025, 54(12): 19-26.
HAN D C, SUN E H, XU F N, et al. Characteristics of cascaded heat pump driven supercritical organic Rankine Carnot battery[J]. Thermal Power Generation, 2025, 54(12): 19-26.
杨勇, 徐书德, 张祥, 等. 燃煤电站抽汽驱动的热泵-Kalina循环卡诺电池及其性能评估[J]. 热力发电, 2025, 54(9): 46-53. DOI:10.19666/j.rlfd.202411250.
YANG Y, XU S D, ZHANG X, et al. Heat pump-Kalina cycle Carnot battery driven by extracted steam in coal-fired power station and its performance evaluation[J]. Thermal Power Generation, 2025, 54(9): 46-53. DOI:10.19666/j.rlfd.202411250.
陈珣, 王敦敦, 胡晓, 等. 集成双压冷凝与双压蒸发技术的增强型卡诺电池系统[J]. 储能科学与技术, 2025, 14(5): 2035-2042.
CHEN X, WANG D D, HU X, et al. Enhanced Carnot battery system with integrated dual pressure condensation/evaporation technologies[J]. Energy Storage Science and Technology, 2025, 14(5): 2035-2042.
王志朋, 叶琳, 童欢, 等. 补气增焓-抽气回热型卡诺电池可行性分析[J]. 热力发电, 2025, 54(2): 126-134. DOI:10.19666/j.rlfd.202 406133.
WANG Z P, YE L, TONG H, et al. Feasibility analysis for vapor injection-regeneration Carnot battery[J]. Thermal Power Generation, 2025, 54(2): 126-134. DOI:10.19666/j.rlfd.2024 06133.
ZHANG Y L, YIN S Z, YAN X W, et al. Performance of a CO 2 -based mixture cycled transcritical pumped thermal energy storage system[J ] . Renewable Energy, 2025, 238: 121893. DOI:10.1016/j.renene.2024.121893.
ZHAO Y, XIE Y, SONG J, et al. Second-law thermodynamic assessment of cascaded latent-heat stores for pumped-thermal electricity storage[J]. Applied Thermal Engineering, 2025, 262: 125290. DOI:10.1016/j.applthermaleng.2024.125290.
CAO B, SHI Y L, HE Z L, et al. Performance analysis and optimization of finned tube latent thermal energy storage in pumped thermal electricity storage system based on Rankine cycle[J]. Applied Thermal Engineering, 2025, 279: 128110. DOI:10.1016/j.applthermaleng.2025.128110.
黄正杰, 罗向龙, 梁颖宗, 等. 基于填充床相变蓄热器的卡诺电池系统特性研究[J]. 工程热物理学报, 2025, 46(4): 1034-1040.
HUANG Z J, LUO X L, LIANG Y Z, et al. Study on the characteristics of a Carnot battery based on a packed bed latent heat storage[J]. Journal of Engineering Thermophysics, 2025, 46(4): 1034-1040.
LIU Z Y, LI H, ZHANG H, et al. Operation characteristics analysis of a trans-critical CO 2 pumped thermal energy storage system[J ] . Applied Thermal Engineering, 2025, 279: 127591. DOI:10.1016/j.applthermaleng.2025.127591.
黄佳兴, 赵耀, 杜璞良, 等. 卡诺电池冷热电联产系统的变工况动态特性[J]. 储能科学与技术, 2025, 14(11): 4245-4253.
HUANG J X, ZHAO Y, DU P L, et al. Dynamic performance analysis of a Carnot battery-based combined cooling, heating, and power system under variable operating conditions[J]. Energy Storage Science and Technology, 2025, 14(11): 4245-4253.
代兰花, 李桢伟, 东明, 等. 基于光伏建筑一体化的电池-热泵储能系统性能及运行策略优化研究[J]. 华东理工大学学报(自然科学版), 2025, 51(3): 400-410.
DAI L H, LI Z W, DONG M, et al. Performance and operation strategy optimization of battery-heat pump energy storage system based on building integrated photovoltaic[J]. Journal of East China University of Science and Technology, 2025, 51(3): 400-410.
张冀, 徐润伊, 陈彦奇, 等. 应用于风电并网的热泵储电系统储能过程动态特性及控制策略[J]. 电气工程学报, 2025, 20(2): 68-79. DOI:10.11985/2025.02.007.
ZHANG J, XU R Y, CHEN Y Q, et al. Dynamic characteristics and control strategies of the charging process in pumped thermal electricity storage systems applied to wind power grid integration[J]. Journal of Electrical Engineering, 2025, 20(2): 68-79. DOI:10.11985/2025.02.007.
WANG J R, ZHANG B Y, ZHU C, et al. Optimal scheduling of distributed energy system in the industrial park based on pumped thermal energy storage (Carnot battery)[J]. Journal of Energy Storage, 2025, 110: 115278. DOI:10.1016/j.est.2024. 115278.
ZHANG M Y, PAN Z H, HU Q G, et al. Breaking the performance limitation of thermally integrated pumped thermal energy storage system: A three-way efficiency-boosting method[J]. Energy Conversion and Management, 2025, 344: 120276. DOI:10.1016/j.enconman.2025.120276.
TIAN X Y, BA L K, NA X, et al. Thermo-economic assessment and optimization of thermally integrated pumped thermal energy storage with vapor-extraction regeneration[J]. Journal of Energy Storage, 2025, 113: 115673. DOI:10.1016/j.est. 2025.115673.
HU Y, YAO E R, ZHONG L K, et al. Conventional and advanced exergy-exergoeconomic assessment of pumped thermal energy storage integration in enhanced thermally coupled methanol decomposition reaction[J]. Energy, 2025, 335: 138341. DOI:10.1016/j.energy.2025.138341.
于博旭, 韩瑞, 刘倩, 等. 耦合火电厂灵活改造的卡诺电池储能系统热力学性能研究[J]. 储能科学与技术, 2025, 14(4): 1461-1470.
YU B X, HAN R, LIU Q, et al. Thermodynamic performance of a flexible retrofit Carnot battery energy storage system in a coupled thermal power plant[J]. Energy Storage Science and Technology, 2025, 14(4): 1461-1470.
谭鋆, 丁若晨, 周晓宇, 等. 液冷数据中心余热驱动的 "热泵-跨临界CO 2 发电" 卡诺电池热力性能分析[J ] . 储能科学与技术, 2025, 14(4): 1471-1480. DOI:10.19799/j.cnki.2095-4239.2024.0934.
TAN Y, DING R C, ZHOU X Y, et al. Thermal performance analysis of a Carnot battery driven by waste heat from a liquid-cooled data center coupled with a heat pump and a transcritical CO 2 power cycle[J ] . Energy Storage Science and Technology, 2025, 14(4): 1471-1480. DOI:10.19799/j.cnki.2095-4239.2024. 0934.
周晨阳, 商浩杰, 胡杨, 等. 集成余热回收的多压超临界CO 2 热泵储电系统热经济学特性研究[J ] . 化工学报, 2025, 76(12): 6587-6600, 封2. DOI:10.11949/0438-1157.20250447.
ZHOU C Y, SHANG H J, HU Y, et al. Thermo-economic analysis of a multi-pressure supercritical CO 2 pumped thermal energy storage system integrated with waste heat recovery[J ] . CIESC Journal, 2025, 76(12): 6587-6600, 封2. DOI:10.11949/0438-1157.20250447.
FENG J S, YAN Y R, ZHAO L, et al. Performance analysis and optimization of pumped thermal energy storage system coupled with low temperature waste heat recovery[J]. Journal of Energy Storage, 2025, 132: 117968. DOI:10.1016/j.est.2025.117968.
冯军胜, 严亚茹, 王璐, 等. 耦合低温余热回收的热泵储电系统热力学性能研究[J]. 储能科学与技术, 2024, 13(12): 4384-4395. DOI:10.19799/j.cnki.2095-4239.2024.0780.
FENG J S, YAN Y R, WANG L, et al. Thermodynamic performance study of a pumped thermal energy storage system coupled with low-temperature waste heat recovery[J]. Energy Storage Science and Technology, 2024, 13(12): 4384-4395. DOI:10.19799/j.cnki.2095-4239.2024.0780.
WANG F R, HE Q. Thermodynamic analysis of pump thermal energy storage system with different working fluid coupled biomass power plant[J]. Energy, 2025, 318: 134758. DOI:10.1016/j.energy.2025.134758.
王福锐, 何青, 李红. 生物质电厂与热泵储能耦合的系统及其性能分析[J]. 动力工程学报, 2025, 45(7): 1101-1108.
WANG F R, HE Q, LI H. A novel system of biomass power plant coupled with heat pump energy storage and its performance analysis[J]. Journal of Chinese Society of Power Engineering, 2025, 45(7): 1101-1108.
WANG Z, LIU H, JIANG C H, et al. Assessment and optimization of a novel combined heat and power system through an energy nexus approach: Enhancing energy storage and sustainability[J]. Energy, 2025, 322: 135575. DOI:10.1016/j.energy.2025.135575.
LI J X, WANG Z K, LI Y H, et al. Energy, exergy, and economic analyses of a novel liquid air and pumped thermal combined energy storage system[J]. Energy Conversion and Management, 2025, 330: 119675. DOI:10.1016/j.enconman. 2025.119675.
SONG W, HE Z, CAO B, et al. Experimental study on the performance of a pumped thermal electricity storage system based on the subcritical organic rankine cycle[J]. Energy Storage Science and Technology, 2024, 13(12): 4339.
ZHANG M Y, YAO Y, HE J T, et al. Experimental investigation of thermally integrated Carnot battery system[J]. Journal of Energy Storage, 2025, 131: 117618. DOI:10.1016/j.est.2025. 117618.
谈家宝, 王育飞, 薛花. 活塞式重力储能系统建模与性能分析[J]. 储能科学与技术, 2025, 14(6): 2383-2390. DOI:10.19799/j.cnki.2095-4239.2025.0063.
TAN J B, WANG Y F, XUE H. Modeling and performance analysis of piston gravity energy storage system[J]. Energy Storage Science and Technology, 2025, 14(6): 2383-2390. DOI:10.19799/j.cnki.2095-4239.2025.0063.
周凯, 吴炎喜, 黄宇翔, 等. 大海拔高差地区固体流大规模重力储能技术[J]. 综合智慧能源, 2025, 47(8): 1-9. DOI:10.3969/j.issn.2097-0706.2025.08.001.
ZHOU K, WU Y X, HUANG Y X, et al. Large-scale gravity energy storage technology for solid flow in areas with large altitude differences[J]. Integrated Intelligent Energy, 2025, 47(8): 1-9. DOI:10.3969/j.issn.2097-0706.2025.08.001.
王宇鹏, 滕玉平, 邱清泉, 等. 基于废弃矿井的物理储能技术研究与发展前景[J]. 煤炭工程, 2025, 57(S1): 8-16.
WANG Y P, TENG Y P, QIU Q Q, et al. Research and development prospects of physical energy storage technologybased on abandoned mines[J]. Coal Engineering, 2025, 57(S1): 8-16.
丁伟迪, 王佳鑫, 李靖. 基于重力储能的集中式光伏电站设计[J]. 电工技术, 2025(13): 65-67. DOI:10.19768/j.cnki.dgjs.2025. 13.016.
DING W D, WANG J X, LI J. Design of centralized photovoltaic power station based on gravity energy storage[J]. Electric Engineering, 2025(13): 65-67. DOI:10.19768/j.cnki.dgjs.2025. 13.016.
王辉, 董宇成, 夏玉琦, 等. 考虑阶梯碳-绿证互认与重力储能的矿区综合能源系统优化调度[J]. 中国电力, 2025, 58(7): 54-67. DOI:10.11930/j.issn.1004-9649.202503063.
WANG H, DONG Y C, XIA Y Q, et al. Optimal scheduling of coal mine integrated energy systems considering stepped carbon-green certificate mutual recognition and gravity energy storage[J]. Electric Power, 2025, 58(7): 54-67. DOI:10.11930/j.issn.1004-9649.202503063.
陈跃, 杨恂, 黄蓝, 等. 有杆轨道泵人工举升采油与重力储能发电技术探究[J]. 深地能源科技, 2025, 1(3): 78-87.
CHEN Y, YANG X, HUANG L, et al. Research on artif icial lift oil extraction by rod orbital pump and gravity energy storage and power generation technology[J]. Deep Earth Energy Science & Technology, 2025, 1(3): 78-87.
曾小超, 姜健宁, 李建文, 等. 百MWh级竖井式重力储能系统重物块储存与运输方案[J]. 储能科学与技术, 2025, 14(10): 3839-3847. DOI:10.19799/j.cnki.2095-4239.2025.0196.
ZENG X C, JIANG J N, LI J W, et al. Storage and transportation schemes for a one-hundred-megawatt-hour-class shaft-type gravity energy storage system[J]. Energy Storage Science and Technology, 2025, 14(10): 3839-3847. DOI:10.19799/j.cnki.2095-4239.2025.0196.
查鲲鹏, 胡江溢, 杨岳峰, 等. 基于自抗扰控制的斜坡式重力储能并网[J]. 大电机技术, 2025(4): 82-88.
ZHA K P, HU J Y, YANG Y F, et al. Grid-connected ramped gravity energy storage based on active disturbance rejection control[J]. Large Electric Machine and Hydraulic Turbine, 2025(4): 82-88.
杨川, 郝正航. 斜坡式重力储能系统的停机控制技术分析[J]. 集成电路应用, 2025, 42(6): 218-219. DOI:10.19339/j.issn.1674-2583.2025.06.091.
YANG C, HAO Z H. Analysis of shutdown control technology for slope-type gravity energy storage system[J]. Application of IC, 2025, 42(6): 218-219. DOI:10.19339/j.issn.1674-2583. 2025.06.091.
朱永清, 陈巨龙, 王斌, 等. 重力储能系统功率灵活调节控制策略[J]. 分布式能源, 2025, 10(6): 43-53. DOI:10.16513/j.2096-2185.DE.25100159.
ZHU Y Q, CHEN J L, WANG B, et al. Flexible power regulation control strategy for gravity energy storage system[J]. Distributed Energy, 2025, 10(6): 43-53. DOI:10.16513/j.2096-2185.DE.25100159.
姚远凡, 朱新凯, 宋长昊, 等. 基于复系数滤波器的重力储能机侧控制优化[J]. 电力电子技术, 2025, 59(2): 13-17. DOI:10.3969/j.issn.1000-100X.2025.02.004.
YAO Y F, ZHU X K, SONG C H, et al. Optimization of gravity energy storage machine-side control based on complex coefficient filter[J]. Power Electronics, 2025, 59(2): 13-17. DOI:10.3969/j.issn.1000-100X.2025.02.004.
朱新凯, 姚远凡, 刘雅斌, 等. 面向新能源重力储能系统的永磁同步电机无传感器控制优化[J]. 太阳能学报, 2025, 46(9): 351-361. DOI:10.19912/j.0254-0096.tynxb.2024-0902.
ZHU X K, YAO Y F, LIU Y B, et al. Sensorless control optimization of permanent magnet synchronous motor for new energy gravity energy storage system[J]. Acta Energiae Solaris Sinica, 2025, 46(9): 351-361. DOI:10.19912/j.0254-0096.tynxb. 2024-0902.
梁琛, 朱宏毅, 马喜平. 重力储能系统用轴向磁通永磁同步电机定位转矩的抑制[J]. 微电机, 2025, 58(4): 20-26. DOI:10.3969/j.issn.1001-6848.2025.04.004.
LIANG C, ZHU H Y, MA X P. Cogging torque reduction method of axial flux permanent magnet synchronous motor applied to gravity energy storage system[J]. Micromotors, 2025, 58(4): 20-26. DOI:10.3969/j.issn.1001-6848.2025.04.004.
陈良, 曾小超, 王昊, 等. 重力储能竖井超高速多轿厢气动阻力特性及优化设计[J]. 南方能源建设, 2025, 12(5): 11-25.
CHEN L, ZENG X C, WANG H, et al. Aerodynamic drag characteristics and optimization design of ultra-high speed multi-car in gravity energy storage shaft[J]. Southern Energy Construction, 2025, 12(5): 11-25.
李妍, 朱寰, 王青山, 等. 重力储能电站发电机定子匝间短路故障保护新方法[J]. 大电机技术, 2025(6): 38-45. DOI:10.3969/j.issn.1000-3983.2025.06.006.
LI Y, ZHU H, WANG Q S, et al. A new protection method for generator stator inter-turn short circuit fault in gravity energy storage power station[J]. Large Electric Machine and Hydraulic Turbine, 2025(6): 38-45. DOI:10.3969/j.issn.1000-3983.2025. 06.006.
张帆, 欧阳章智, 牟征辉, 等. 基于模糊层次分析法的斜坡式重力储能系统选址策略[J]. 南方能源建设, 2025, 12(5): 26-36.
ZHANG F, OUYANG Z Z, MOU Z H, et al. Site selection of slope-based gravity energy storage systems using fuzzy analytic hierarchy process[J]. Southern Energy Construction, 2025, 12(5): 26-36.
QIU X M, LIU H, DUAN Y R, et al. Designing high-performance dual-ion batteries: Insights into electrode, electrolyte, and interface engineering[J]. Advanced Energy Materials, 2025, 15(26): 2501016. DOI:10.1002/aenm.202501016.
ZHANG X K, QU H T, YAN W B, et al. Sodium-based dual-ion battery: From materials to mechanism[J]. Angewandte Chemie International Edition, 2025, 64(48): e202510566. DOI:10.1002/anie.202510566.
LI Y Q, XIONG W X, QU Q T, et al. pH-dependent phosphates conformal coating enabling 5.0 V graphite cathodes over 10, 000 cycles via reinforced mechanical strength and optimized interphase[J ] . Advanced Materials, 2026, 38(4): e13729. DOI:10.1002/adma.202513729.
LIU X C, SHANG J, CHENG Y, et al. Biomimetic gourd-vine supramolecular engineering for high-performance organic cathode through dual-mode of anion coordination and conjugated redox activation[J]. Angewandte Chemie International Edition, 2025, 64(38): e202511229. DOI:10.1002/anie.202511229.
LIU B, JIANG C L, YAN K Y, et al. Super-wetting interface engineering of space-confined micron-sized alloying anodes for high-performance sodium-based dual-ion batteries[J]. Matter, 2025, 8(10): 102294. DOI:10.1016/j.matt.2025.102294.
FAN Y X, LIU X F, SHANG J, et al. Interfacial phonon scattering enables ultrastable and high-power sodium-based dual-ion batteries with alloying anodes[J]. Advanced Materials, 2026, 38(23): e72848. DOI:10.1002/adma.72848.
ZHANG Y C, JIANG H Z, DU X F, et al. Solvent's covert role: Concerted anion-solvent co-intercalation rewrites voltage rules for dual-ion batteries[J]. Angewandte Chemie International Edition, 2025, 64(52): e15181. DOI:10.1002/anie.202515181.
XIE H L, MU H L, LIU L W, et al. Solvation design of an interfacial self-compatible quasi-solid electrolyte for high-loading sodium-based dual-ion batteries[J]. Advanced Materials, 2025, 37(44): e09775. DOI:10.1002/adma.20250 9775.
WEI Y K, TANG B, LIANG X, et al. An ultrahigh-mass-loading integrated free-standing functional all-carbon positive electrode prepared using an architecture tailoring strategy for high-energy-density dual-ion batteries[J]. Advanced Materials, 2023, 35(30): 2302086. DOI:10.1002/adma.202302086.
尹钊, 徐玉杰, 张华良, 等. 人工智能在储能技术中的应用进展[J]. 工程热物理学报, 2025, 46(12): 4116-4140.
YIN Z, XU Y J, ZHANG H L, et al. Progress in the application of artificial intelligence in energy storage technologies[J]. Journal of Engineering Thermophysics, 2025, 46(12): 4116-4140.
ZHONG J L. AI-optimized management of a hybrid SOFC-CAES systems with renewable integration for efficient electricity production and peak shaving[J]. Energy, 2025, 320: 135342. DOI:10.1016/j.energy.2025.135342.
WANG Z F, WANG S, MA C W, et al. The prediction of homogenized effective properties of continuous fiber composites based on a deep transfer learning approach[J]. Composites Science and Technology, 2025, 262: 111050. DOI:10.1016/j.compscitech.2025.111050.
HAN S Q, QIN Y L, ZHU B S. Multi-objective optimization design of a pump-turbine runner based on machine learning method[J]. Energy, 2025, 336: 138558. DOI:10.1016/j.energy. 2025.138558.
GAO Y C, YUAN Y H, HUANG S Z, et al. A knowledge–data dual-driven framework for predicting the molecular properties of rechargeable battery electrolytes[J]. Angewandte Chemie International Edition, 2025, 64(4): e202416506. DOI:10.1002/anie.202416506.
WANG B N, DOAN H A, SON S B, et al. Data-driven design of electrolyte additives supporting high-performance 5 V LiNi 0.5 Mn 1.5 O 4 positive electrodes[J ] . Nature Communications, 2025, 16: 3413. DOI:10.1038/s41467-025-57961-w.
XU L Y, LIU S Q, HU D D, et al. Interpretable machine learning analysis of design factors in hydrogel supercapacitors[J]. Gels, 2025, 11(6): 464. DOI:10.3390/gels11060464.
CHEN Y Y, YANG Z L, WANG J X, et al. A data-driven machine learning approach for predictive modeling of transition metal dichalcogenide/carbon composite supercapacitor electrodes[J]. Nanoscale, 2025, 17(39): 22890-22897.
TIAN H Q, LAN X Y, LI J S, et al. Predicting thermal storage prop erty of NaCl-NaF-Na 2 CO 3 heterogeneous molten salt by depth potential molecular dynamics simulation[J ] . Journal of Energy Storage, 2026, 152: 120818. DOI:10.1016/j.est.2026. 120818.
TIAN H Q, LIU T Y, ZHANG W G. High precision prediction of structure and thermal properties of ternary eutectic carbonates by machine learning potential for solar energy application[J]. Materials Today Physics, 2025, 51: 101670. DOI:10.1016/j.mtphys.2025.101670.
郭春勇. 基于残差网络的抽蓄机组多模态协同运行优化研究[J]. 四川水力发电, 2025, 44(4): 103-107. DOI:10.20196/j.cnki.scslfd.20250424.
GUO C Y. Research on multi-modal coordinated operation optimization of pumped storage units based on residual network[J]. Sichuan Water Power, 2025, 44(4): 103-107. DOI:10.20196/j.cnki.scslfd.20250424.
CHEN T X, LAI X, CHEN F, et al. Intelligent prediction of electrode characteristics based on neural networks in the lithium-ion battery production chain[J]. Green Energy and Intelligent Transportation, 2026, 5(1): 100294. DOI:10.1016/j.geits.2025.100294.
YE L H, ZHAO X, HE Z, et al. Research on lithium-ion battery diaphragm defect detection based on transfer learning-integrated modeling[J]. Electronics, 2025, 14(9): 1699. DOI:10.3390/electronics14091699.
JI X L, TIAN Y J, ZHAO J H, et al. Machine learning-assisted tailoring of pore structures in coal-derived porous carbons for enhanced performance[J]. Small, 2026, 22(14): e12280. DOI:10.1002/smll.202512280.
CHEN J, YU Z S, DONG J X, et al. Machine learning applied to the optimization of biomass char-based supercapacitors: Effect of experimental parameters on supercapacitor performance[J]. Electrochimica Acta, 2026, 558: 148543. DOI:10.1016/j.electacta.2026.148543.
LAN Y H, YU Y, FANG X M, et al. Data-driven nomogram for thermal energy storage based on time characterizing and machine learning[J]. Chemical Engineering Science, 2026, 328: 123724. DOI:10.1016/j.ces.2026.123724.
GAN L, XIAO Q Q, MA L Y, et al. Liquid fraction prediction in phase change thermal storage units using machine learning and feature engineering[J]. Journal of Energy Storage, 2026, 152: 120773. DOI:10.1016/j.est.2026.120773.
HE Y J, XU J W, WANG M, et al. Intelligent prediction study on the seepage evolution of rock-concrete interface in compressed air energy storage artificial Caverns under cyclic loading[J]. Physics of Fluids, 2025, 37(6): 067115. DOI:10.1063/5.0268960.
ZHANG N, GAO X R, LAI X P, et al. Research on crack detection method for shallow-buried underground compressed air energy storage cavern based on improved mask R-CNN model[J]. Earth Energy Science, 2025, 1(3): 203-212. DOI:10. 1016/j.ees.2025.07.001.
KONG J H, YANG Y Q, JI H J, et al. Reinforcement learning for frequency regulation control and simulation strategy optimization of pumped storage units[J]. International Journal of Low-Carbon Technologies, 2025, 2010.1093: 1818-1829. DOI:10.1093/ijlct/ctaf117.
李心如, 宋锦焘, 杨杰, 等. 基于概率性预测的抽水蓄能电站大坝渗流安全监控模型[J]. 水利水电科技进展, 2025, 45(4): 76-84. DOI:10.3880/j.issn.1006-7647.2025.04.011.
LI X R, SONG J T, YANG J, et al. Seepage safety monitoring model for pumped storage power station dams based on probabilistic prediction[J]. Advances in Science and Technology of Water Resources, 2025, 45(4): 76-84. DOI:10.3880/j.issn. 1006-7647.2025.04.011.
王宁, 曲建真, 张志强, 等. 基于深度强化学习的轨交飞轮储能系统能量管理[J]. 科技创新与应用, 2025, 15(2): 30-33, 38. DOI:10.19981/j.CN23-1581/G3.2025.02.006.
WANG N, QU J Z, ZHANG Z Q, et al. Energy management of rail flywheel energy storage system based on deep reinforcement learning[J]. Technology Innovation and Application, 2025, 15(2): 30-33, 38. DOI:10.19981/j.CN23-1581/G3.2025.02.006.
ZHOU J, JIA Y B, SUN C Y. Flywheel energy storage system controlled using tube-based deep Koopman model predictive control for wind power smoothing[J]. Applied Energy, 2025, 381: 125117. DOI:10.1016/j.apenergy.2024.125117.
张淑荣. 基于人工智能的锂电池剩余寿命预测研究问题[D]. 济南: 济南大学, 2025. DOI:10.27166/d.cnki.gsdcc.2025.000383.
苗晨旭, 梁涛, 耿浩, 等. 基于数据驱动的锂离子电池微小故障分级诊断[J]. 电气工程学报, 2026, 21(1): 404-411.
MIAO C X, LIANG T, GENG H, et al. A minor-faults hierarchical diagnosis method of lithium-ion batteries based on data driven[J]. Journal of Electrical Engineering, 2026, 21(1): 404-411.
E L X, WANG J, YANG R X, et al. A physics-informed neural network-based method for predicting degradation trajectories and remaining useful life of supercapacitors[J]. Green Energy and Intelligent Transportation, 2025, 4(3): 100291. DOI:10. 1016/j.geits.2025.100291.
胡邦杰, 王沛. 数据驱动储热型太阳能发电系统随机模型预测控制策略[J/OL]. 中国电机工程学报, 1-12[2026-03-25]. https://doi.org/10.13334/j.0258-8013.pcsee.251675.
SUN Y C, ZHANG J, GUO C K, et al. A physics-informed Seq2seq neural network-based control strategy for improving the energy flexibility of building-integrated thermal storage heat pump systems[J]. Energy, 2025, 341: 139409. DOI:10.1016/j.energy.2025.139409.
HAO J F, et al. Pressure-resistant polycrystalline Ni-rich layered cathodes for high-performance all-solid-state lithium batteries[J]. ACS Energy Letters, 2025, 10(11): 5550-5558. DOI:10.1021/acsenergylett.5c02674.
ZHANG J, XIAO X Y, CHEN J H, et al. All wet-coating process for chemical stable antimony and selenium dual-doped argyrodite electrolyte based all-solid-state lithium batteries[J]. Materials Science and Engineering: R: Reports, 2025, 164: 100972. DOI:10.1016/j.mser.2025.100972.
WANG G Z, ZHANG S M, WU H, et al. Oxychloride polyanion clustered solid-state electrolytes via hydrate-assisted synthesis for all-solid-state batteries[J ] . Advanced Materials, 2025, 37(4): 2410402. DOI:10.1002/adma.202410402.
ZHANG X X, YU H L, BEN L B, et al. Topology fortified anodes powered high-energy all-solid-state lithium batteries[J]. Advanced Materials, 2025, 37(30): e2506298.
CEN G J, YU H L, XIAO R J, et al. Adaptive interphase enabled pressure-free all-solid-state lithium metal batteries[J]. Nature Sustainability, 2025, 8(11): 1360-1370. DOI:10.1038/s41893-025-01649-y.
LIU Y, SU H, ZHONG Y, et al. Inhibiting dendrites by uniformizing microstructure of superionic lithium argyrodites for all-solid-state lithium metal batteries[J]. Advanced Energy Materials, 2024, 14(31): 2400783. DOI:10.1002/aenm.20240 0783.
CHEN J Y, HU C J, LIU R L, et al. Long cycle life all-solid-state batteries enabled by medium nanosized catholytes[J]. The Journal of Physical Chemistry Letters, 2025, 16(3): 731-737. DOI:10.1021/acs.jpclett.4c03539.
KIM D H, et al. Efficient fabrication of high-capacity silicon composite anodes for all-solid-state lithium-ion batteries[J]. ACS Materials Letters, 2025, 7(4): 1211-1218. DOI:10.1021/acsmaterialslett.5c00068.
张祥宇, 侯康博, 付媛. 构网型储能的频率与振荡自主协同控制技术[J]. 电力自动化设备, 2026, 46(3): 32-40. DOI:10.16081/j.epae.202511027.
ZHANG X Y, HOU K B, FU Y. Autonomous cooperative control technology for frequency and oscillation of grid-forming energy storage[J]. Electric Power Automation Equipment, 2026, 46(3): 32-40. DOI:10.16081/j.epae.202511027.
MAO S Y, WANG Y, LU Y, et al. Toward electrode-level management of lithium-ion batteries enabled by long-life potential sensing[J]. Energy Storage Materials, 2026, 84: 104773. DOI:10.1016/j.ensm.2025.104773.
ALI M A, MANDOUR M E, LOTFY M E. Efficient coordination of hybrid energy system (fuel cell/photovoltaic/battery/supercapacitor) under the condition of fluctuated load using optimization based energy management strategy[J]. Scientific Reports, 2026, 16: 2655. DOI:10.1038/s41598-025-27685-4.
胡朝华, 杜新伟, 苟竞, 等. 提升新型电力系统宽频振荡稳定性的构网型储能设备优化配置方法[J]. 储能科学与技术, 2025, 14(12): 4583-4593.
HU Z H, DU X W, GOU J, et al. Optimal configuration of grid-forming energy storage systems for enhancing broadband oscillation stability in modern power systems[J]. Energy Storage Science and Technology, 2025, 14(12): 4583-4593.
陈逍阳, 李晨阳, 徐恒山, 等. 基于APS-IPSO的构网型储能跟网-构网双模式切换策略[J]. 电力建设, 2026, 47(1): 15-24. DOI:10.12204/j.issn.1000-7229.2026.01.002.
CHEN X Y, LI C Y, XU H S, et al. Grid-forming and grid-following dual-mode switching strategy based on APS-IPSO for grid-forming energy storage[J]. Electric Power Construction, 2026, 47(1): 15-24. DOI:10.12204/j.issn.1000-7229.2026. 01.002.
GUO J C, WU H, MA T, et al. Scenario-adaptive hierarchical optimisation framework for design in hybrid energy storage systems[J]. Nature Communications, 2026, 17: 657. DOI:10. 1038/s41467-025-67377-1.
RABBANI M A. Supercapacitor and battery energy storage systems integrated renewable energy sources-a minireview[J]. Journal of Energy Storage, 2026, 146: 120012. DOI:10.1016/j.est.2025.120012.
WANG M Y, YANG Z X, MAO S Y, et al. Passive ultrasonic probe and communication for internal hazards in lithium-ion batteries[J]. Joule, 2026: 102353. DOI:10.1016/j.joule.2026. 102353.
HUANG J L, XIA Y Y, XU S J, et al. Predictive thermal safety of lithium-ion batteries through a unified kinetic-thermal framework[J]. Journal of Materials Chemistry A, 2026, 14(11): 6651-6662.
TAO S Y, ZOU C F. Listening to silent signals: Wireless internal sensing redefines battery safety intelligence[J]. eTransportation, 2026, 27: 100525. DOI:10.1016/j.etran.2025.100525.
ZHANG Y, TENG A Q, FANG Z, et al. In-situ gas observation in thermal-driven degradation of LiFePO 4 battery[J ] . The Innovation Energy, 2025, 2(4): 100107. DOI:10.59717/j.xinn-energy.2025.100107.
CHEN S Q, ZHAO L H, CHEN K X, et al. Mitigating "Remaining fire"-"Re-burn": Multi-dimensional dynamic thermal runaway evolution mechanism and suppression for commercial lithium-ion batteries from gas perspective[J]. Energy Storage Materials, 2025, 81: 104520. DOI:10.1016/j.ensm.2025.104520.
LIU C S, LIU Y, CHENG Z X, et al. Experimental study on the impact of safety valve venting pressure on thermal runaway in large-format lithium iron phosphate battery[J]. Process Safety and Environmental Protection, 2025, 201: 107563. DOI:10. 1016/j.psep.2025.107563.
LI Y X, MEI W X, YU Y, et al. Revealing the self-ignition mechanism of lithium iron phosphate battery modules: The coupling effect of battery inconsistency and BMS failure[J]. eTransportation, 2025, 26: 100484. DOI:10.1016/j.etran.2025. 100484.
PENG R Q, KONG D P, PING P, et al. Experimental investigation of the influence of venting gases on thermal runaway propagation in lithium-ion batteries with enclosed packaging[J]. eTransportation, 2025, 23: 100388. DOI:10.1016/j.etran.2024.100388.
WANG J J, WANG S P, YU Y, et al. Dual heat-absorbing inorganic flame-retardant composite phase change material for enhanced battery thermal safety[J]. Chemical Engineering Journal, 2025, 519: 165205. DOI:10.1016/j.cej.2025.165205.
WU Y X, YUEN A C Y, MO C M, et al. An advanced BPNN/RVEA coupled control strategy for novel immersed liquid cooling battery thermal management system[J]. Journal of Energy Storage, 2025, 125: 117008. DOI:10.1016/j.est.2025. 117008.
YU Y, TIAN J M, WANG J J, et al. In-depth analysis of synergistic suppression of thermal runaway propagation in lithium-ion battery modules via combined active cooling and passive insulation[J ] . Process Safety and Environmental Protection, 2025, 197: 107026. DOI:10.1016/j.psep.2025. 107026.
SHE C R, LIU C S, LI Y X, et al. A novel early warning method for thermal runaway of lithium-ion batteries based on mechanical stress signal[J]. Process Safety and Environmental Protection, 2025, 201: 107626. DOI:10.1016/j.psep.2025.10 7626.
CHENG Z X, JU L R, LI J Y, et al. Early warning of thermal runaway for larger-format lithium iron-phosphate battery by coupling internal pressure and temperature[J]. Applied Energy, 2025, 383: 125396. DOI:10.1016/j.apenergy.2025.125396.
CAI X, ZHANG C P, CHEN J, et al. Sensorless battery expansion estimation using electromechanical coupled models and machine learning[J]. Journal of Energy Chemistry, 2025, 105: 142-157. DOI:10.1016/j.jechem.2024.12.068.
GAO X Z, KONG D P, HUO J T, et al. Experimental study on fire extinguishing of lithium-ion batteries by alternating synergistic strategies of water mist and liquid nitrogen under low-temperature conditions[J]. Journal of Energy Storage, 2025, 134: 117986. DOI:10.1016/j.est.2025.117986.
YAO Y Z, JIANG Y, CHEN F, et al. Optimal spray strategy for synergistic suppression of thermal runaway propagation in lithium-ion batteries using gaseous extinguishing agents and intermittent water mist[J]. Journal of Energy Storage, 2025, 137: 118579. DOI:10.1016/j.est.2025.118579.
CHENG Z X, LI Z Y, LI Y X, et al. Atmosphere-regulated thermal runaway characteristics and multidimensional safety assessment of sodium-ion and lithium-ion batteries[J]. eTransportation, 2025, 26: 100475. DOI:10.1016/j.etran. 2025. 100475.
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