储能科学与技术 ›› 2025, Vol. 14 ›› Issue (3): 1070-1086.doi: 10.19799/j.cnki.2095-4239.2025.0037
收稿日期:
2025-01-09
修回日期:
2025-01-22
出版日期:
2025-03-28
发布日期:
2025-04-28
通讯作者:
刘义达
E-mail:liuyida@spic.com.cn
作者简介:
刘义达(1987—),男,正高级工程师,研究方向为太阳能热发电技术、先进能源动力系统优化设计技术,E-mail:liuyida@spic.com.cn。
基金资助:
Yida LIU1,2(), Li ZHAO1, Ruihua CHEN1, Bin ZHANG2
Received:
2025-01-09
Revised:
2025-01-22
Online:
2025-03-28
Published:
2025-04-28
Contact:
Yida LIU
E-mail:liuyida@spic.com.cn
摘要:
信息化和工业化的两化融合是推动储能技术跨行业应用的重要手段。储能产业链的维度包括储能元器件生产制造的纵向产业延伸和能量产配转用储的横向行业应用。储能与数字化技术的融合可提高能量管理的节能、智能化和灵活性水平。本文总结了机械储能、电化学储能、储热、储氢等储能技术在数字化创新方面的发展动向,分析了储能的时间、空间和信息三个属性,以及数字化创新在储能跨行业耦合中的作用,绘制了储能产业链的数智创新图谱,其中,纵向产业延伸视角面向的是储能材料、部件、装置及系统的制造行业,横向行业应用视角面向的是储能场站的建造及其投资运营。基于横向行业应用视角,梳理了储能与能源互联网协同发展的路线图。分别以一维集中式、二维跨工业行业、三维跨互联网行业为特征,总结了面向点、线、面三种场景应用的储能构型范式,剖析了在三种场景下储能技术创新应用的特点。其中,根据线场景的“X+Y+储能”的范式,推演提出了带有燃料储能的风光热储系统。面向太阳能热发电应用的长时热储能,与面向新型热机设备(如碳中和燃料内燃机、燃气轮机、燃料电池等)应用的电制燃料储能相结合,可以实现多尺度时域空域的协同。本文总结了储能技术在数字化融合中的发展路径,提出了“风光热质储”系统构型,该模式可显著提升多能协同的供能稳定性。
中图分类号:
刘义达, 赵力, 陈瑞华, 张斌. 储能与数字化技术融合的行业应用维度与范式化构型[J]. 储能科学与技术, 2025, 14(3): 1070-1086.
Yida LIU, Li ZHAO, Ruihua CHEN, Bin ZHANG. Industrial application dimensions and formal configuration of the integration of energy storage and digital technology[J]. Energy Storage Science and Technology, 2025, 14(3): 1070-1086.
表1
四类储能工程应用典型特点及数字化发展动向"
储能类型 | 全球装机规模 占比[ | 国内外工程应用典型特点 | 数字化技术的应用加速储能形式之间的融合进程,推动跨行业耦合 |
---|---|---|---|
机械储能 | 67.38% | 抽水蓄能[ | 应用于虚拟电厂的三元抽水蓄能机组[ |
电化学储能 | 31.19% | 电化学储能的跨部门应用[ | 建筑、交通、工业等行业的“再电气化”[ |
储热 | >1.4% | 储热与可再生能源的耦合[ | 智能楼宇中热储和电储系统的优化配置[ |
其他(含储氢等) | <0.03% | 氢能的跨部门应用,超级电容应用于柔性储能器件 | 制氢储氢[ |
1 | 中关村储能产业联盟(CNESA). 储能产业研究白皮书2024[R]. 北京: CNESA, 2024. |
2 | SANI S B, CELVAKUMARAN P, RAMACHANDARAMURTHY V K, et al. Energy storage system policies: Way forward and opportunities for emerging economies[J]. Journal of Energy Storage, 2020, 32: 101902. DOI:10.1016/j.est.2020.101902. |
3 | 王冰, 王楠, 田政, 等. 美国电化学储能产业政策分析及对我国储能产业发展的启示与建议[J]. 分布式能源, 2020, 5(3): 23-28. DOI: 10.16513/j.2096-2185.DE.2005002. |
WANG B, WANG N, TIAN Z, et al. Policy analysis of electrochemical energy storage industry in United States and its enlightenment and suggestions for development of China's energy storage industry[J]. Distributed Energy, 2020, 5(3): 23-28. DOI: 10.16513/j.2096-2185.DE.2005002. | |
4 | 刘国静, 李冰洁, 胡晓燕, 等. 澳大利亚储能相关政策与电力市场机制及对我国的启示[J]. 储能科学与技术, 2022, 11(7): 2332-2343. DOI: 10.19799/j.cnki.2095-4239.2021.0605. |
LIU G J, LI B J, HU X Y, et al. Australia policy mechanisms and business models for energy storage and their applications to China[J]. Energy Storage Science and Technology, 2022, 11(7): 2332-2343. DOI: 10.19799/j.cnki.2095-4239.2021.0605. | |
5 | 国家能源局.中华人民共和国能源法[EB/OL].(2024-11-09). https://www.nea.gov.cn/2024-11/09/c_1310787187.htm. |
NATIONAL ENERGY ADMINISTRATION. Energy law of the People's Republic of China [EB/OL]. (2024-11-09). https://www.nea.gov.cn/2024-11/09/c_1310787187.htm. | |
6 | XIE P J, SUN F H, WANG L H, et al. A review on China's energy storage industry under the "Internet plus" initiative[J]. International Journal of Energy Research, 2019, 43(2): 717-741. DOI:10.1002/er.4234. |
7 | 中共中央、国务院印发«数字中国建设整体布局规划»[N]. 数字中国建设整体布局规划, «人民日报»2023-02-28(1). |
8 | 刘义达, 杨俊波, 孙晓峰. 电力设计企业产业数字化发展路径研究[J]. 电力勘测设计, 2023(1): 16-21. DOI: 10.13500/j.dlkcsj.issn1671-9913.2023.01.003. |
LIU Y D, YANG J B, SUN X F. Study on development paths of industrial digital transformation for electric power design enterprises[J]. Electric Power Survey & Design, 2023(1): 16-21. DOI: 10.13500/j.dlkcsj.issn1671-9913.2023.01.003. | |
9 | 茆美琴, 林晨, 王吉文, 等. 大规模电动汽车参与区域电网深度调峰的分层可交易能源控制策略 [J/OL]. 中国电机工程学报. https://link.cnki.net/urlid/11.2107.tm.20241223.1114.011. |
MAO M Q, LIN C, WANG J W, et al. Hierarchical transactive energy control strategies for deep peak regulation in regional power grid with large-scale electrical vehicles [J/OL]. Proceedings of the CSEE. https://link.cnki.net/urlid/11.2107.tm.20241223.1114.011. | |
10 | 刘坚, 熊英, 金亨美, 等. 电动汽车参与电力需求响应的成本效益分析——以上海市为例[J]. 全球能源互联网, 2021, 4(1): 86-94. DOI: 10.19705/j.cnki.issn2096-5125.2021.01.011. |
LIU J, XIONG Y, JIN H M, et al. Economic assessment of demand response delivered by electric vehicles in Shanghai[J]. Journal of Global Energy Interconnection, 2021, 4(1): 86-94. DOI: 10.19705/j.cnki.issn2096-5125.2021.01.011. | |
11 | VASUDEVAN K R, RAMACHANDARAMURTHY V K, VENUGOPAL G, et al. Variable speed pumped hydro storage: A review of converters, controls and energy management strategies[J]. Renewable and Sustainable Energy Reviews, 2021, 135: 110156. DOI:10.1016/j.rser.2020.110156. |
12 | AL SHAQSI A Z, SOPIAN K, AL-HINAI A. Review of energy storage services, applications, limitations, and benefits[J]. Energy Reports, 2020, 6: 288-306. DOI:10.1016/j.egyr.2020.07.028. |
13 | BARBOUR E, GRANT WILSON I A, RADCLIFFE J, et al. A review of pumped hydro energy storage development in significant international electricity markets[J]. Renewable and Sustainable Energy Reviews, 2016, 61: 421-432. DOI:10.1016/j.rser.2016.04.019. |
14 | ZENG M, ZHANG K, LIU D X. Overall review of pumped-hydro energy storage in China: Status quo, operation mechanism and policy barriers[J]. Renewable and Sustainable Energy Reviews, 2013, 17: 35-43. DOI:10.1016/j.rser.2012.05.024. |
15 | DONG Z R, TAN J, ST-HILAIRE A, et al. Modelling and simulation of ternary pumped storage hydropower for power system studies[J]. IET Generation, Transmission & Distribution, 2019, 13(19): 4382-4390. DOI:10.1049/iet-gtd.2018.5749. |
16 | NAG S, LEE K Y. Network and reserve constrained economic analysis of conventional, adjustable-speed and ternary pumped-storage hydropower[J]. Energies, 2020, 13(16): 4140. DOI:10.3390/en13164140. |
17 | KING M, JAIN A, BHAKAR R, et al. Overview of current compressed air energy storage projects and analysis of the potential underground storage capacity in India and the UK[J]. Renewable and Sustainable Energy Reviews, 2021, 139: 110705. DOI:10.1016/j.rser.2021.110705. |
18 | 乔龙, 谢立钢, 熊晨, 等. 耦合热泵的压缩超临界二氧化碳储能系统及其热力学分析[J]. 综合智慧能源, 2023, 45(12): 53-62. |
QIAO L, XIE L G, XIONG C, et al. Compressed supercritical carbon dioxide energy storage system coupled with heat pump and thermodynamic analysis[J]. Integrated Intelligent Energy, 2023, 45(12): 53-62. | |
19 | 吕滋锐. 飞轮储能柴油发电机组在集装箱港口中的应用[J]. 水运工程, 2022(8): 80-84. DOI: 10.16233/j.cnki.issn1002-4972.20220711.002. |
LYU Z R. Application of diesel genset with flywheel energy storage at container port[J]. Port & Waterway Engineering, 2022(8): 80-84. DOI: 10.16233/j.cnki.issn1002-4972.20220711.002. | |
20 | AYDIN K, AYDEMİR M T. Sizing design and implementation of a flywheel energy storage system for space applications[J]. Turkish Journal of Electrical Engineering & Computer Sciences, 2016, 24: 793-806. DOI:10.3906/elk-1306-206. |
21 | 华丕龙. 抽水蓄能电站建设发展历程及前景展望[J]. 内蒙古电力技术, 2019, 37(6): 5-9. DOI: 10.3969/j.issn.1008-6218.2019.06.006. |
HUA P L. Development and prospect of pumped-storage power stations[J]. Inner Mongolia Electric Power, 2019, 37(6): 5-9. DOI: 10.3969/j.issn.1008-6218.2019.06.006. | |
22 | BOEHM R, FRANKE J. Demand-side-management by flexible generation of compressed air[J]. Procedia CIRP, 2017, 63: 195-200. DOI:10.1016/j.procir.2017.03.157. |
23 | 李相俊, 官亦标, 胡娟, 等. 我国储能示范工程领域十年(2012—2022)回顾[J]. 储能科学与技术, 2022, 11(9): 2702-2712. DOI: 10.19799/j.cnki.2095-4239.2022.0381. |
LI X J, GUAN Y B, HU J, et al. Review of energy storage application in China from 2012 to 2022[J]. Energy Storage Science and Technology, 2022, 11(9): 2702-2712. DOI: 10.19799/j.cnki.2095-4239.2022.0381. | |
24 | STATE GRID CORPORATION OF CHINA. Electrification with renewables: Driving the transformation of energy services[R]. Abu Dhabi: International Renewable Energy Agency, 2019. |
25 | BAN M F, YU J L, SHAHIDEHPOUR M, et al. Electric vehicle battery swapping-charging system in power generation scheduling for managing ambient air quality and human health conditions[J]. IEEE Transactions on Smart Grid, 2019, 10(6): 6812-6825. DOI:10.1109/TSG.2019.2911868. |
26 | 彭占磊, 杨之乐, 杨文强, 等. 电化学储能参与电力系统规划运行方法综述[J]. 综合智慧能源, 2022, 44(6): 37-44. |
PENG Z L, YANG Z L, YANG W Q, et al. Review on planning and operation methods for power system with participation of electrochemical energy storage systems[J]. Integrated Intelligent Energy, 2022, 44(6): 37-44. | |
27 | WANG X N, WANG J H, LIU J Z. Vehicle to grid frequency regulation capacity optimal scheduling for battery swapping station using deep Q-network[J]. IEEE Transactions on Industrial Informatics, 2021, 17(2): 1342-1351. DOI:10.1109/TII.2020.2993858. |
28 | LIANG Y N, CAI H, ZOU G L. Configuration and system operation for battery swapping stations in Beijing[J]. Energy, 2021, 214: 118883. DOI:10.1016/j.energy.2020.118883. |
29 | 李建林, 李雅欣, 周喜超, 等. 储能商业化应用政策解析[J]. 电力系统保护与控制, 2020, 48(19): 168-178. DOI: 10.19783/j.cnki.pspc.191487. |
LI J L, LI Y X, ZHOU X C, et al. Analysis of energy storage policy in commercial application[J]. Power System Protection and Control, 2020, 48(19): 168-178. DOI: 10.19783/j.cnki.pspc. 191487. | |
30 | 慈松. 能量信息化和互联网化管控技术及其在分布式电池储能系统中的应用[J]. 中国电机工程学报, 2015, 35(14): 3643-3648. DOI: 10.13334/j.0258-8013.pcsee.2015.14.019. |
CI S. Energy informatization and Internet-based management and its applications in distributed energy storage system[J]. Proceedings of the CSEE, 2015, 35(14): 3643-3648. DOI: 10.13334/j.0258-8013.pcsee.2015.14.019. | |
31 | BLOESS A, SCHILL W P, ZERRAHN A. Power-to-heat for renewable energy integration: A review of technologies, modeling approaches, and flexibility potentials[J]. Applied Energy, 2018, 212: 1611-1626. DOI:10.1016/j.apenergy.2017.12.073. |
32 | 陈磊, 徐飞, 王晓, 等. 储热提升风电消纳能力的实施方式及效果分析[J]. 中国电机工程学报, 2015, 35(17): 4283-4290. DOI: 10.13334/j.0258-8013.pcsee.2015.17.001. |
CHEN L, XU F, WANG X, et al. Implementation and effect of thermal storage in improving wind power accommodation[J]. Proceedings of the CSEE, 2015, 35(17): 4283-4290. DOI: 10.13334/j.0258-8013.pcsee.2015.17.001. | |
33 | PLATZER W, BOIE I, RAGWITZ M, et al. Supergrid -Approach for the integration of renewable energy in Europe and North Africa[R]. German: Fraunhofer ISE, 2016. |
34 | 倪平波, 周丹, 朱海萍, 等. 智能楼宇中的电-热储能系统双层优化配置模型研究[J]. 电测与仪表, 2021, 58(9): 122-128. DOI: 10.19753/j.issn1001-1390.2021.09.018. |
NI P B, ZHOU D, ZHU H P, et al. Research on double-layer optimal configuration model of electric-thermal energy storage system in smart building[J]. Electrical Measurement & Instrumentation, 2021, 58(9): 122-128. DOI: 10.19753/j.issn1001-1390.2021.09.018. | |
35 | LIN X J, LIU S B, LU S W, et al. A study on operation control of urban centralized heating system based on cyber-physical systems[J]. Energy, 2020, 191: 116569. DOI:10.1016/j.energy.2019.116569. |
36 | OLABI A G, ONUMAEGBU C, WILBERFORCE T, et al. Critical review of energy storage systems[J]. Energy, 2021, 214: 118987. DOI:10.1016/j.energy.2020.118987. |
37 | ERIKSEN R, ENGEL D, HAUGEN U, et al. Energy Transition Outlook 2020[R]. Norway: DNV GL, 2020. |
38 | BUTTLER A, SPLIETHOFF H. Current status of water electrolysis for energy storage, grid balancing and sector coupling via power-to-gas and power-to-liquids: A review[J]. Renewable and Sustainable Energy Reviews, 2018, 82: 2440-2454. DOI:10.1016/j.rser.2017.09.003. |
39 | HANNA EF, SARA G, KLAUS H, et al. Innovative solutions for 100% renewable power in Sweden[R]. Abu Dhabi: International Renewable Energy Agency,2020. |
40 | 董海鹰, 贠韫韵, 马志程, 等. 计及多能转换及光热电站参与的综合能源系统低碳优化运行[J]. 电网技术, 2020, 44(10): 3689-3700. DOI: 10.13335/j.1000-3673.pst.2020.0449. |
DONG H Y, YUN Y Y, MA Z C, et al. Low-carbon optimal operation of integrated energy system considering multi-energy conversion and concentrating solar power plant participation[J]. Power System Technology, 2020, 44(10): 3689-3700. DOI: 10.13335/j.1000-3673.pst.2020.0449. | |
41 | 刘冠伟, 张亦弛, 慈松, 等. 柔性电化学储能器件研究进展[J]. 储能科学与技术, 2017, 6(1): 52-68. DOI: 10.12028/j.issn.2095-4239.2016.0071. |
LIU G W, ZHANG Y C, CI S, et al. Research progress on flexible electrochemical energy storage devices[J]. Energy Storage Science and Technology, 2017, 6(1): 52-68. DOI: 10.12028/j.issn.2095-4239.2016.0071. | |
42 | 赵梓文, 黄佳, 唐秀之. 棉布衍生的柔性碳基编织体的功能化及储能行为[J/OL]. 材料工程, 2024, 1-11[2025-01-26]. https://link.cnki.net/urlid/11.1800.tb.20240930.1421.004. |
ZHAO Z W, HUANG J, TANG X Z. Functionalization and energy storage behaviors of flexible carbon-based braid derived from cotton cloth[J/OL]. Journal of Materials Engineering, 2024, 1-11[2025-01-26]. https://link.cnki.net/urlid/11.1800.tb.20240930.1421.004. | |
43 | 刘永坤, 姚菊明, 卢秋玲, 等. 碳纤维基柔性超级电容器电极材料的应用进展[J]. 储能科学与技术, 2019, 8(1): 47-57. DOI: 10.12028/j.issn.2095-4239.2018.0114. |
LIU Y K, YAO J M, LU Q L, et al. Progress in carbon fibers based flexible electrodes for supercapacitors[J]. Energy Storage Science and Technology, 2019, 8(1): 47-57. DOI: 10.12028/j.issn.2095-4239.2018.0114. | |
44 | 刘新, 毛喜玲, 闫欣雨, 等. 三维孔道NiMn-MOF电极材料制备及电化学性能研究[J]. 储能科学与技术, 2024, 13(2): 361-369. DOI: 10.19799/j.cnki.2095-4239.2023.0545. |
LIU X, MAO X L, YAN X Y, et al. Preparation and electrochemical properties of NiMn-MOF with 3D pore network electrode materials[J]. Energy Storage Science and Technology, 2024, 13(2): 361-369. DOI: 10.19799/j.cnki.2095-4239.2023.0545. | |
45 | 陈泽维, 吴佳乐, 王善立, 等. 基于模拟测算的新型储能商业模式及收益水平[J]. 南方能源建设, 2024, 11(6): 142-152. DOI: 10.16516/j.ceec.2024.6.15. |
CHEN Z W, WU J L, WANG S L, et al. New energy storage business models and revenue levels based on simulation calculation[J]. Southern Energy Construction, 2024, 11(6): 142-152. DOI: 10.16516/j.ceec.2024.6.15. | |
46 | 李金茗, 陈炜, 周松林, 等. 长沙电池储能电站电网侧经济效益分析[J]. 湖南电力, 2019, 39(5): 1-3, 8. DOI: 10.3969/j.issn.1008-0198.2019.05.001. |
LI J M, CHEN W, ZHOU S L, et al. Analysis of economic benefits on grid side for Changsha battery energy storage power station[J]. Hunan Electric Power, 2019, 39(5): 1-3, 8. DOI: 10.3969/j.issn.1008-0198.2019.05.001. | |
47 | 张鸿宇, 王宇. 国外电网侧储能电站参与调频辅助服务市场的机制经验及对我国的启示[J]. 储能科学与技术, 2021, 10(2): 766-773. DOI: 10.19799/j.cnki.2095-4239.2020.0370. |
ZHANG H Y, WANG Y. Mechanism experience of foreign grid-side storage participating in frequency regulation auxiliary service market and its enlightenment to China[J]. Energy Storage Science and Technology, 2021, 10(2): 766-773. DOI: 10.19799/j.cnki.2095-4239.2020.0370. | |
48 | 周珊, 毛毳, 武志阳, 等. 电网侧储能电站的经济效益研究[J]. 电力勘测设计, 2024(12): 18-21, 55. DOI: 10.13500/j.dlkcsj.issn1671-9913.2024.12.004. |
ZHOU S, MAO C, WU Z Y, et al. Research on the economic benefits of power grid-side energy storage power stations[J]. Electric Power Survey & Design, 2024(12): 18-21, 55. DOI: 10.13500/j.dlkcsj.issn1671-9913.2024.12.004. | |
49 | AZZUNI A, BREYER C. Energy security and energy storage technologies[C]// 12th International Renewable Energy Storage Conference (IRES). 2018. |
50 | ROBERT A H. Energy Storage[M]. Beijing: China Science Publishing & Media Ltd, 2013: 49-54. |
51 | JIN C R, TANG J, GHOSH P. Optimizing electric vehicle charging with energy storage in the electricity market[J]. IEEE Transactions on Smart Grid, 2013, 4(1): 311-320. DOI:10.1109/TSG.2012.2218834. |
52 | BRADBURY K, PRATSON L, PATIÑO-ECHEVERRI D. Economic viability of energy storage systems based on price arbitrage potential in real-time U.S. electricity markets[J]. Applied Energy, 2014, 114: 512-519. DOI:10.1016/j.apenergy.2013.10.010. |
53 | LIU G D, XU Y, TOMSOVIC K. Bidding strategy for microgrid in day-ahead market based on hybrid stochastic/robust optimization[J]. IEEE Transactions on Smart Grid, 2015, 7(1): 227-237. DOI:10.1109/TSG.2015.2476669. |
54 | BARBAROS E, AYDIN I, CELEBIOGLU K. Feasibility of pumped storage hydropower with existing pricing policy in Turkey[J]. Renewable and Sustainable Energy Reviews, 2021, 136: 110449. DOI:10.1016/j.rser.2020.110449. |
55 | KEMPTON W, KUBO T. Electric-drive vehicles for peak power in Japan[J]. Energy Policy, 2000, 28(1): 9-18. DOI:10.1016/S0301-4215(99)00078-6. |
56 | 王克道, 陈启鑫, 郭鸿业, 等. 面向可交易能源的储能容量合约机制设计与交易策略[J]. 电力系统自动化, 2018, 42(14): 54-60, 90. DOI: 10.7500/AEPS20180110010. |
WANG K D, CHEN Q X, GUO H Y, et al. Mechanism design and trading strategy for capacity contract of energy storage towards transactive energy[J]. Automation of Electric Power Systems, 2018, 42(14): 54-60, 90. DOI: 10.7500/AEPS20180110010. | |
57 | ZHU D F, YANG B, LIU Q, et al. Energy trading in microgrids for synergies among electricity, hydrogen and heat networks[J]. Applied Energy, 2020, 272: 115225. DOI:10.1016/j.apenergy.2020.115225. |
58 | 薛禹胜, 赖业宁. 大能源思维与大数据思维的融合(一)大数据与电力大数据[J]. 电力系统自动化, 2016, 40(1): 1-8. DOI: 10.7500/AEPS20151208005. |
XUE Y S, LAI Y N. Integration of macro energy thinking and big data thinking part one big data and power big data[J]. Automation of Electric Power Systems, 2016, 40(1): 1-8. DOI: 10.7500/AEPS20151208005. | |
59 | 朱西平, 付迁, 文红, 等. 区块链视角下多能源主体储能优化配置模型[J]. 电力自动化设备, 2020, 40(8): 47-56. DOI: 10.16081/j.epae.202009003. |
ZHU X P, FU Q, WEN H, et al. Optimal allocation model of multi-energy entity energy storage from perspective of blockchain[J]. Electric Power Automation Equipment, 2020, 40(8): 47-56. DOI: 10.16081/j.epae.202009003. | |
60 | 薛禹胜, 赖业宁. 大能源思维与大数据思维的融合(二)应用及探索[J]. 电力系统自动化, 2016, 40(8): 1-13. DOI: 10.7500/AEPS20160311004. |
XUE Y S, LAI Y N. Integration of macro energy thinking and big data thinking part two applications and explorations[J]. Automation of Electric Power Systems, 2016, 40(8): 1-13. DOI: 10.7500/AEPS20160311004. | |
61 | 冯梦圆, 文书礼, 时珊珊, 等. 满足新型电力系统调峰调频需求的储能优化配置及运行研究综述[J/OL]. 上海交通大学学报, 2024, 1-32[2025-01-26]. https://doi.org/10.16183/j.cnki.jsjtu.2024.128. |
FENG M Y, WEN S L, SHI S S, et al. A review of optimal allocation and operation of energy storage system for peak shaving and frequency regulation in new type power systems[J/OL]. Journal of Shanghai Jiaotong University, 2024, 1-32[2025-01-26]. https://doi.org/10.16183/j.cnki.jsjtu.2024.128. | |
62 | 白昆仑, 平艳, 杨长柱. 储能空气透平低压进气结构优化设计[J]. 东方电气评论, 2024, 38(3): 61-66. DOI: 10.13661/j.cnki.issn1001-9006.2024.03.015. |
BAI K L, PING Y, YANG C Z. Optimal design of low pressure inlet structure of energy storage air turbine[J]. Dongfang Electric Review, 2024, 38(3): 61-66. DOI: 10.13661/j.cnki.issn1001-9006.2024.03.015. | |
63 | 慈松, 张从佳, 刘宝昌, 等. 动态可重构电池储能技术: 原理与应用[J]. 储能科学与技术, 2023, 12(11): 3445-3455. DOI: 10.19799/j.cnki.2095-4239.2023.0539. |
CI S, ZHANG C J, LIU B C, et al. Dynamic reconfigurable battery energy storage technology: Principle and application[J]. Energy Storage Science and Technology, 2023, 12(11): 3445-3455. DOI: 10.19799/j.cnki.2095-4239.2023.0539. | |
64 | 付殿威, 张灿灿, 娜荷芽, 等. 基于分子动力学的熔盐热物性研究进展[J]. 储能科学与技术, 2023, 12(12): 3873-3882. DOI: 10.19799/j.cnki.2095-4239.2023.0708. |
FU D W, ZHANG C C, NA H Y, et al. Review of the molecular dynamics of molten salt thermal physical properties[J]. Energy Storage Science and Technology, 2023, 12(12): 3873-3882. DOI: 10.19799/j.cnki.2095-4239.2023.0708. | |
65 | 岳志伟, 张新, 和扁, 等. Bentley软件在抽水蓄能电站设计中的应用分析[J]. 人民长江, 2020, 51(S2): 112-114. DOI: 10.16232/j.cnki.1001-4179.2020.S2.027. |
YUE Z W, ZHANG X, HE B P, et al. Application analysis of Bentley software in the design of pumped storage power station[J]. Yangtze River, 2020, 51(S2): 112-114. DOI: 10.16232/j.cnki.1001-4179.2020.S2.027. | |
66 | 陈沉, 陆真嘉, 斯铁冬, 等. 全专业三维协同设计在抽水蓄能电站中的应用[J]. 大坝与安全, 2018(6): 20-22, 36. DOI: 10.3969/j.issn.1671-1092.2018.06.005. |
CHEN C, LU Z J, SI T D, et al. Application of full disciplines 3D collaborative design in pumped storage power station[J]. Dam & Safety, 2018(6): 20-22, 36. DOI: 10.3969/j.issn.1671-1092. 2018.06.005. | |
67 | 黄勇, 霍云超, 辛存, 等. 基于BIM技术的塔式光热电站建设过程应用[J]. 西北水电, 2024(2): 89-98. |
HUANG Y, HUO Y C, XIN C, et al. Exploration and application of BIM technology in the construction process of tower-type photo-thermal power station[J]. Northwest Hydropower, 2024(2): 89-98. | |
68 | 蔡宁, 郭鹏, 刘丽芳. 探索开拓我国绿电交通新赛道——上海启源芯动力的发展实践[J]. 综合运输, 2024, 46(9): 187-192. DOI: 10.20164/j.cnki.cn11-1197/u.2024.09.027. |
CAI N, GUO P, LIU L F. Exploring and opening up a new track of green electric transportation in China: Development practice of Shanghai qiyuan[J]. China Transportation Review, 2024, 46(9): 187-192. DOI: 10.20164/j.cnki.cn11-1197/u.2024.09.027. | |
69 | 姜运哲, 宋承斌, 周怡博, 等. 典型场景下换电重卡的技术经济性分析[J]. 工业技术经济, 2022, 41(2): 154-160. DOI: 10.3969/j.issn.1004-910X.2022.02.019. |
JIANG Y Z, SONG C B, ZHOU Y B, et al. Technical and economic analysis of battery replacement heavy truck in typical scenarios[J]. Journal of Industrial Technological Economics, 2022, 41(2): 154-160. DOI: 10.3969/j.issn.1004-910X.2022.02.019. | |
70 | 国家能源局. 电化学储能电站监控系统与电池管理系统通信协议: DL/T 1989—2019[S]. 北京: 中国电力出版社, 2019.National Energy Bureau of the People's Republic of China. Communication protocol between monitoring system and battery management system of electrochemical energy storage station: DL/T 1989—2019[S]. Beijing: China Electric Power Press, 2019. |
71 | 国家市场监督管理总局, 国家标准化管理委员会. 电力储能用电池管理系统: GB/T 34131—2023[S]. 北京: 中国标准出版社, 2023.Standardization Administration of the People's Republic of China. Battery management system for electrical energy storage: GB/T 34131—2023[S]. Beijing: Standards Press of China, 2023. |
72 | 朱建功, 戴海峰, 王学远, 等. 从电池管理到电化学数字电源[J]. 电气工程学报, 2024, 19(1): 3-22. |
ZHU J G, DAI H F, WANG X Y, et al. Battery management towards the digitalized electrochemical power source[J]. Journal of Electrical Engineering, 2024, 19(1): 3-22. | |
73 | 杨世春, 周思达, 周新岸, 等. 动力电池云端管理关键技术研究综述[J]. 机械工程学报, 2023, 59(10): 134-151. |
YANG S C, ZHOU S D, ZHOU X A, et al. Research progress of cloud management for power batteries on electric vehicles[J]. Journal of Mechanical Engineering, 2023, 59(10): 134-151. | |
74 | 慈松, 周杨林, 林倪. 软件定义可重构电池系统及其应用[J]. 中国材料进展, 2017, 36(10): 694-699. DOI: 10.7502/j.issn.1674-3962.2017.10.02. |
CI S, ZHOU Y L, LIN N. Software-defined reconfigurable battery system and its applications[J]. Materials China, 2017, 36(10): 694-699. DOI: 10.7502/j.issn.1674-3962.2017.10.02. | |
75 | 肖振锋, 辛培哲, 刘志刚, 等. 泛在电力物联网形势下的主动配电网规划技术综述[J]. 电力系统保护与控制, 2020, 48(3): 43-48. DOI: 10.19783/j.cnki.pspc.191351. |
XIAO Z F, XIN P Z, LIU Z G, et al. An overview of planning technology for active distribution network under the situation of ubiquitous power Internet of Things[J]. Power System Protection and Control, 2020, 48(3): 43-48. DOI: 10.19783/j.cnki.pspc. 191351. | |
76 | PETERS M, HUGHES N, MARLAND S, et al. Innovation landscape brief: Artificial intelligence and big data, [R]. Abu Dhabi: International Renewable Energy Agency, 2019. |
77 | 中国信息通信研究院(CAICT). 中国数字经济发展研究报告[R]. 北京: CAICT, 2024. |
China Academy of Information And Communications. China digital economy development research report[R]. Beijing: CAICT, 2024. | |
78 | 孙秋野, 王冰玉, 黄博南, 等. 狭义能源互联网优化控制框架及实现[J]. 中国电机工程学报, 2015, 35(18): 4571-4580. DOI: 10.13334/j.0258-8013.pcsee.2015.18.002. |
SUN Q Y, WANG B Y, HUANG B N, et al. The optimization control and implementation for the special energy Internet[J]. Proceedings of the CSEE, 2015, 35(18): 4571-4580. DOI: 10.13334/j.0258-8013.pcsee.2015.18.002. | |
79 | 王俊杰, 孙嘉, 徐猛, 等. 电源侧储能参与电网调频的容量配置研究[J]. 电器与能效管理技术, 2020(10): 84-89. DOI: 10.16628/j.cnki.2095-8188.2020.10.013. |
WANG J J, SUN J, XU M, et al. Research on capacity design of power-side energy storage participating in grid frequency modulation[J]. Electrical & Energy Management Technology, 2020(10): 84-89. DOI: 10.16628/j.cnki.2095-8188.2020.10.013. | |
80 | 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. | |
81 | 李峻, 祝培旺, 王辉, 等. 基于高温熔盐储热的火电机组灵活性改造技术及其应用前景分析[J]. 南方能源建设, 2021, 8(3): 63-70. DOI: 10.16516/j.gedi.issn2095-8676.2021.03.009. |
LI J, ZHU P W, WANG H, et al. Flexible modification technology and application prospect of thermal power unit based on high temperature molten salt heat storage[J]. Southern Energy Construction, 2021, 8(3): 63-70. DOI: 10.16516/j.gedi.issn2095-8676.2021.03.009. | |
82 | 杜尔顺, 张宁, 康重庆, 等. 太阳能光热发电并网运行及优化规划研究综述与展望[J]. 中国电机工程学报, 2016, 36(21): 5765-5775, 6019. DOI: 10.13334/j.0258-8013.pcsee.161251. |
DU E S, ZHANG N, KANG C Q, et al. Reviews and prospects of the operation and planning optimization for grid integrated concentrating solar power[J]. Proceedings of the CSEE, 2016, 36(21): 5765-5775, 6019. DOI: 10.13334/j.0258-8013.pcsee. 161251. | |
83 | 刘义达, 李官鹏, 祁金胜. 熔盐槽式太阳能光热发电技术特点及发展方向[J]. 能源与节能, 2023(3): 1-5, 12. DOI: 10.16643/j.cnki.14-1360/td.2023.03.028. |
LIU Y D, LI G P, QI J S. Characteristics and development direction of molten salt trough CSP technology[J]. Energy and Energy Conservation, 2023(3): 1-5, 12. DOI: 10.16643/j.cnki.14-1360/td.2023.03.028. | |
84 | 杜凤丽. 2023年中国太阳能热发电行业发展现状分析[J]. 太阳能, 2024(7): 118-126. DOI: 10.19911/j.1003-0417.tyn20240320.02. |
DU F L. Analysis of development status of CSP industry in China in 2023[J]. Solar Energy, 2024(7): 118-126. DOI: 10.19911/j.1003-0417.tyn20240320.02. | |
85 | 王杨, 关智文, 姚凌翔, 等. 光热发电系统简化动态模型与一次调频能力分析[J]. 电力系统自动化, 2024, 48(24): 112-123. |
WANG Y, GUAN Z W, YAO L X, et al. Simplified dynamic model and primary frequency regulation capability analysis of concentrated solar power system[J]. Automation of Electric Power Systems, 2024, 48(24): 112-123. | |
86 | 孙健, 陶建龙, 胡芸蓉, 等. 基于热泵型储电技术国内外研究综述[J]. 储能科学与技术, 2024, 13(6): 1963-1976. DOI: 10.19799/j.cnki.2095-4239.2023.0938. |
SUN J, TAO J L, HU Y R, et al. Summary of research on power storage technology based on heat pump at home and abroad[J]. Energy Storage Science and Technology, 2024, 13(6): 1963-1976. DOI: 10.19799/j.cnki.2095-4239.2023.0938. | |
87 | FAN F L, HUANG W T, TAI N L, et al. A conditional depreciation balancing strategy for the equitable operation of extended hybrid energy storage systems[J]. Applied Energy, 2018, 228: 1937-1952. DOI:10.1016/j.apenergy.2018.07.049. |
88 | 冯越琪. 电池储能参与含抽水蓄能的电网调频研究[D]. 长沙: 湖南大学, 2018. |
FENG Y Q. Study on battery energy storage participating in frequency modulation of power grid with pumped storage[D]. Changsha: Hunan University, 2018. | |
89 | REZAEE JORDEHI A, JAVADI M S, CATALÃO J P S. Optimal placement of battery swap stations in microgrids with micro pumped hydro storage systems, photovoltaic, wind and geothermal distributed generators[J]. International Journal of Electrical Power & Energy Systems, 2021, 125: 106483. DOI:10.1016/j.ijepes.2020.106483. |
90 | 王学良, 于继来. 分布式抽水蓄能系统的运营策略及其效益评估[J]. 电力系统保护与控制, 2012, 40(7): 129-137, 142. DOI: 10.3969/j.issn.1674-3415.2012.07.023. |
WANG X L, YU J L. The operation strategy and its benefit assessment of the distributed pumped storage system[J]. Power System Protection and Control, 2012, 40(7): 129-137, 142. DOI: 10.3969/j.issn.1674-3415.2012.07.023. | |
91 | 田崇翼, 张承慧, 李珂, 等. 含压缩空气储能的微网复合储能技术及其成本分析[J]. 电力系统自动化, 2015, 39(10): 36-41. DOI: 10.7500/AEPS20140318006. |
TIAN C Y, ZHANG C H, LI K, et al. Composite energy storage technology with compressed air energy storage in microgrid and its cost analysis[J]. Automation of Electric Power Systems, 2015, 39(10): 36-41. DOI: 10.7500/AEPS20140318006. | |
92 | YAN Z, ZHANG Y M, LIANG R Q, et al. An allocative method of hybrid electrical and thermal energy storage capacity for load shifting based on seasonal difference in district energy planning[J]. Energy, 2020, 207: 118139. DOI:10.1016/j.energy.2020.118139. |
93 | 郑伟民, 张笑弟, 高强, 等. "两网" 融合规划体系架构与关键技术研究[J]. 电力电容器与无功补偿, 2021, 42(2): 122-130. DOI: 10.14044/j.1674-1757.pcrpc.2021.02.021. |
ZHENG W M, ZHANG X D, GAO Q, et al. Study on architecture and key technologies of two networks integration planning[J]. Power Capacitor & Reactive Power Compensation, 2021, 42(2): 122-130. DOI: 10.14044/j.1674-1757.pcrpc.2021.02.021. | |
94 | 岑海凤, 许苑, 王军伟, 等. 通信基站备用电池的云储能系统设计与应用[J]. 电源技术, 2020, 44(6): 902-904. DOI: 10.3969/j.issn. 1002-087X.2020.06.029. |
CEN H F, XU Y, WANG J W, et al. Design and application of cloud energy storage system for backup battery in communication base station[J]. Chinese Journal of Power Sources, 2020, 44(6): 902-904. DOI: 10.3969/j.issn.1002-087X. 2020.06.029. | |
95 | 吴放, 马元华, 缪正强, 等. 一种基于反渗透海水淡化和核能供热的水热同传系统: CN112551752A[P]. 2021-03-26. |
96 | 我家暖气来自核电站!安全环保很温暖[J]. 中国核电, 2020, 13(6): 870-873. |
My heating comes from the nuclear power plant! Safe, environmentally friendly and warm[J]. China Nuclear Power, 2020, 13(6): 870-873. | |
97 | 刘学智, 严正, 解大, 等. 电热综合能源网的强耦合路径研究与展望[J]. 电力系统自动化, 2022, 46(13): 204-215. DOI: 10.7500/AEPS20210429008. |
LIU X Z, YAN Z, XIE D, et al. Research and prospect of strong coupling pathway for electricity-heat integrated energy network[J]. Automation of Electric Power Systems, 2022, 46(13): 204-215. DOI: 10.7500/AEPS20210429008. | |
98 | 刘义达, 胡训栋, 祁金胜, 等. 基于海水淡化和梯级用能的水热电联产系统及方法: CN112761747B[P]. 2023.01.20. |
99 | 王成山. 发挥高校优势为储能产业发展提速[N]. 中国教育报, 2024-09-23(6). |
WANG C S. Give full play to the advantages of universities to speed up the development of energy storage industry[N]. China Education Daily, 2024-09-23(6). | |
100 | 冯陈佳, 邵成成, 王雅楠, 等. 考虑启动热量约束的光热机组优化运行模型[J]. 电力系统自动化, 2019, 43(13): 29-35. DOI: 10.7500/AEPS20181026004. |
FENG C J, SHAO C C, WANG Y N, et al. Optimal operation model of concentrating solar power units considering startup heat constraints[J]. Automation of Electric Power Systems, 2019, 43(13): 29-35. DOI: 10.7500/AEPS20181026004. | |
101 | 张鹏飞, 王顺超, 张志勇, 等. 燃气内燃机耦合煤电机组发电参与电能量-调频市场的联合优化方法[J/OL].电力自动化设备, 2024, 1-10[2025-01-26]. https://doi.org/10.16081/j.epae.202501009. |
ZHANG P F, WANG S C, ZHANG Z Y, et al. Joint optimization method of gas-fired internal combustion engine coupled with coal-fired power unit participating in electrie energy and frequeney regulation market[J/OL]. Electric Power Automation Equipment, 2024, 1-10[2025-01-26]. https://doi.org/10.16081/j.epae.202501009. | |
102 | 黄宇翔, 陈皓勇, 牛振勇, 等. 基于"能量-信息-价值" 三层网络的虚拟电厂架构及运行关键技术综述[J]. 电力系统保护与控制, 2024, 52(24): 169-187. DOI: 10.19783/j.cnki.pspc.240087. |
HUANG Y X, CHEN H Y, NIU Z Y, et al. A review of virtual power plant architecture and key operational technologies based on a "energy-information-value" three-layer network[J]. Power System Protection and Control, 2024, 52(24): 169-187. DOI: 10.19783/j.cnki.pspc.240087. | |
103 | SAMANTA H, BHATTACHARJEE A, PRAMANIK M, et al. Internet of Things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid[J]. Journal of Energy Storage, 2020, 32: 101967. DOI:10.1016/j.est.2020.101967. |
104 | HUANG W J, ZHANG N, YANG J W, et al. Optimal configuration planning of multi-energy systems considering distributed renewable energy[J]. IEEE Transactions on Smart Grid, 2019, 10(2): 1452-1464. DOI:10.1109/TSG.2017.2767860. |
105 | JADIDBONAB M, MOHAMMADI-IVATLOO B, MARZBAND M, et al. Short-term self-scheduling of virtual energy hub plant within thermal energy market[J]. IEEE Transactions on Industrial Electronics, 2021, 68(4): 3124-3136. DOI:10.1109/TIE.2020.2978707. |
106 | EBADI R, SADEGHI YAZDANKHAH A, KAZEMZADEH R, et al. Techno-economic evaluation of transportable battery energy storage in robust day-ahead scheduling of integrated power and railway transportation networks[J]. International Journal of Electrical Power & Energy Systems, 2021, 126: 106606. DOI:10.1016/j.ijepes.2020.106606. |
107 | 焦红霞. "天枢一号"打造综合能源管理智慧大脑[N]. 中国改革报, 2023-09-27 (005). DOI:10.28074/n.cnki.ncggb.2023.001228. |
JIAO H X. "Tianshu No.1" creates a smart brain for comprehensive energy management[N]. China Reform Daily, 2023-09-27 (005). DOI:10.28074/n.cnki.ncggb.2023.001228. | |
108 | 韩玮, 王玉皞, 秦东. 共识机制的身份认证算法研究[J]. 电测与仪表, 2020, 57(10): 13-23, 99. DOI: 10.19753/j.issn1001-1390.2020.10.003. |
HAN W, WANG Y H, QIN D. Research on identity authentication algorithm of consensus mechanism[J]. Electrical Measurement & Instrumentation, 2020, 57(10): 13-23, 99. DOI: 10.19753/j.issn1001-1390.2020.10.003. | |
109 | RAHMADIKA S, RAUDA RAMDANIA D, HARIKA M. A blockchain approach for the future renewable energy transaction[J]. Journal of Physics: Conference Series, 2019, 1175: 012122. DOI:10.1088/1742-6596/1175/1/012122. |
110 | 颜拥, 陈星莺, 文福拴, 等. 从能源互联网到能源区块链: 基本概念与研究框架[J]. 电力系统自动化, 2022, 46(2): 1-14. DOI: 10.7500/AEPS20210131001. |
YAN Y, CHEN X Y, WEN F S, et al. From energy Internet to energy blockchain: Basic concept and research framework[J]. Automation of Electric Power Systems, 2022, 46(2): 1-14. DOI: 10.7500/AEPS20210131001. | |
111 | 罗博航, 沈翔宇. 基于区块链的共享储能联合市场竞价模型与交易机制[J]. 电测与仪表, 2022, 59(8): 30-38. DOI: 10.19753/j.issn1001-1390.2022.08.004. |
LUO B H, SHEN X Y. Bidding model and trading mechanism of shared energy storage joint market based on blockchain[J]. Electrical Measurement & Instrumentation, 2022, 59(8): 30-38. DOI: 10.19753/j.issn1001-1390.2022.08.004. | |
112 | 冯成, 王毅, 陈启鑫, 等. 能源互联网下的数据中心能量管理综述[J]. 电力自动化设备, 2020, 40(7): 1-9. DOI: 10.16081/j.epae.202007003. |
FENG C, WANG Y, CHEN Q X, et al. Review of energy management for data centers in energy Internet[J]. Electric Power Automation Equipment, 2020, 40(7): 1-9. DOI: 10.16081/j.epae.202007003. | |
113 | 王江江, 邓洪达, 刘艺, 等. 数据中心综合能源系统配置与运行的集成优化[J]. 科学技术与工程, 2023, 23(5): 1968-1977. DOI: 10.3969/j.issn.1671-1815.2023.05.022. |
WANG J J, DENG H D, LIU Y, et al. Integrated optimization of configurations and operations of integrated energy system for data center[J]. Science Technology and Engineering, 2023, 23(5): 1968-1977. DOI: 10.3969/j.issn.1671-1815.2023.05.022. | |
114 | WANG P, CAO Y J, DING Z H. Flexible multi-energy scheduling scheme for data center to facilitate wind power integration[J]. IEEE Access, 2020, 8: 88876-88891. DOI:10.1109/ACCESS.2020.2990454. |
115 | GUO C S, LUO F J, CAI Z X, et al. Integrated planning of Internet data centers and battery energy storage systems in smart grids[J]. Applied Energy, 2021, 281: 116093. DOI:10.1016/j.apenergy.2020.116093. |
116 | CIOARA T, ANGHEL I, SALOMIE I, et al. Exploiting data centres energy flexibility in smart cities: Business scenarios[J]. Information Sciences, 2019, 476: 392-412. DOI:10.1016/j.ins.2018.07.010. |
117 | 曹雨洁, 丁肇豪, 王鹏, 等. 能源互联网背景下数据中心与电力系统协同优化(二): 机遇与挑战[J]. 中国电机工程学报, 2022, 42(10): 3512-3527. DOI: 10.13334/j.0258-8013.pcsee.210814. |
CAO Y J, DING Z H, WANG P, et al. Coordinated operation for data center and power system in the context of energy Internet(II): Opportunities and challenges[J]. Proceedings of the CSEE, 2022, 42(10): 3512-3527. DOI: 10.13334/j.0258-8013.pcsee.210814. | |
118 | 孟超, 刘文亮, 杨琪, 等. "多站融合" 背景下边缘数据中心运行优化研究[J]. 工程科学与技术, 2020, 52(4): 49-55. DOI: 10.15961/j.jsuese.201901245. |
MENG C, LIU W L, YANG Q, et al. Research on operation optimization of edge data center under the background of "multi-station integration"[J]. Advanced Engineering Sciences, 2020, 52(4): 49-55. DOI: 10.15961/j.jsuese.201901245. | |
119 | 王斐, 田志强, 周小光, 等. 基于云计算的异构能源系统能源管理方法[J]. 电测与仪表, 2022, 59(9): 119-125, 132. DOI: 10.19753/j.issn1001-1390.2022.09.016. |
WANG F, TIAN Z Q, ZHOU X G, et al. Energy management method of heterogeneous energy system based on cloud computing[J]. Electrical Measurement & Instrumentation, 2022, 59(9): 119-125, 132. DOI: 10.19753/j.issn1001-1390.2022.09.016. | |
120 | 百度智能云助力东方能源打造"三网融合"新模式[N]. 人民日报, 2021-08-09(14). |
Baidu AI Cloud helps Dongfang Energy create a new model of "Three Networks Integration" [N]. People's Daily, 2021-08-09(14). | |
121 | 中国日报网. 国家电投与阿里巴巴宣布战略合作探索"新能源+数字化"[EB/OL]. [2022-07-07]. https://caijing.chinadaily.com.cn/a/202207/07/WS62c68a18a3101c3ee7ade3f3.html. |
ChinaDaily Website. SPIC and Alibaba announced strategic cooperation to explore "new energy + digitalization"[EB/OL]. [2022-07-07]. https://caijing.chinadaily.com.cn/a/202207/07/WS62c68a18a3101c3ee7ade3f3.html. | |
122 | 中国新闻网. 京东集团与国家电投达成战略合作,携手共筑能源行业数智化社会供应链[EB/OL]. [2022-07-07]. http://www.chinanews. com.cn/cj/2022/07-07/9797991.shtml. |
ChinaNews Website. JD group has reached strategic cooperation with SPIC to jointly build a digital intelligent social supply chain in the energy industry[EB/OL]. [2022-07-07]. http://www.chinanews.com.cn/cj/2022/07-07/9797991.shtml. | |
123 | 石梅. 科技如何做到"向善" ,腾讯数字技术可持续发展之道[J]. 大数据时代, 2024(1): 64-67. |
SHI M. How technology can be "good": Tencent's approach to sustainable development of digital technologies[J]. Big Data Time, 2024(1): 64-67. | |
124 | 苟兴朝. 数字经济、结构转型与共同富裕——基于30省(区,市)面板数据的经验分析[J]. 西南交通大学学报(社会科学版), 2024, 25(4): 14-35. |
GOU X C. Digital economy, structural transformation and common prosperity: An empirical analysis based on panel data of 30 provinces (including autonomous region, municipalities)[J]. Journal of Southwest Jiaotong University (Social Sciences), 2024, 25(4): 14-35. |
[1] | 庞娟, 孙金岭. 能源互联基础上分布式储能系统的应用及经济效益探讨[J]. 储能科学与技术, 2025, 14(2): 868-870. |
[2] | 陈朋, 周鹏鹏, 李志勇, 郝正航, 张彦兵, 李蕾. 多元用户互动的能源互联网硬件在环仿真[J]. 储能科学与技术, 2023, 12(4): 1168-1175. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||