Power Generation Technology ›› 2025, Vol. 46 ›› Issue (2): 370-385.DOI: 10.12096/j.2096-4528.pgt.24095
• Novel Power System • Previous Articles
Jilin LEI1, Linxing YU1, Yu BIE1,2, Zhibo XU1, Yuhan XIAO1
Received:
2024-05-27
Revised:
2024-08-02
Published:
2025-04-30
Online:
2025-04-23
Supported by:
CLC Number:
Jilin LEI, Linxing YU, Yu BIE, Zhibo XU, Yuhan XIAO. Review of Energy Management Systems for Islanded Microgrids[J]. Power Generation Technology, 2025, 46(2): 370-385.
1 | 颜勤,余国翔 .光储充建一体站微电网研究综述[J].电力科学与技术学报,2024,39(1):1-12. |
YAN Q, YU G X .Research review on microgrid of integrated photovoltaic-energy storage-charging station[J].Journal of Electric Power Science and Technology,2024,39(1):1-12. | |
2 | 魏震波,张芷琪,李银江,等 .多主体合作模式下微电网规划运行一体化模型[J].电力建设,2024,45(10):47-58. |
WEI Z B, ZHANG Z Q, LI Y J,et al .An integrated model of microgrid planning and operation under A multi-subject cooperation model[J].Electric Power Construction,2024,45(10):47-58. | |
3 | 黄堃,付明,梁加本 .基于融合专家知识DDPG的孤岛微电网频率调节策略[J].中国电力,2024,57(2):194-201. |
HUANG K, FU M, LIANG J B .Frequency regulation strategy of isolated island microgrid based on fusion expert knowledge DDPG[J].Electric Power,2024,57(2):194-201. | |
4 | 孙永辉,孟雲帆,葛磊蛟,等 .人工智能赋能微电网运行优化的应用及展望[J].高电压技术,2023,49(6):2239-2252. |
SUN Y H, MENG Y F, GE L J,et al .Application and prospect of microgrid operation optimization enabled by artificial intelligence[J].High Voltage Engineering,2023,49(6):2239-2252. | |
5 | 李翔宇,黎东阳,张正江,等 .孤岛微电网系统的混合控制策略及动态滤波技术研究[J].全球能源互联网,2024,7(3):336-347. |
LI X Y, LI D Y, ZHANG Z J,et al .Research on hybrid control strategy and dynamic filtering technology for islanded microgrid system[J].Journal of Global Energy Interconnection,2024,7(3):336-347. | |
6 | 于永进,孙国强,樊英杰 .基于动态事件触发机制的孤岛微电网频率控制方法研究[J].电力系统保护与控制,2024,52(20):60-71. |
YU Y J, SUN G Q, FAN Y J .A frequency control method for an islanded microgrid based on a dynamic event-triggered mechanism[J].Power System Protection and Control,2024,52(20):60-71. | |
7 | 孙佳航,王小华,黄景光,等 .基于MPC-VSG的孤岛微电网频率和电压动态稳定控制策略[J].中国电力,2023,56(6):51-60. |
SUN J H, WANG X H, HUANG J G,et al .MPC-VSG based control strategy for dynamic stability of frequency and voltage in islanded microgrid[J].Electric Power,2023,56(6):51-60. | |
8 | 殷辉,陆信辉,周开乐 .分布式与集中式储能并存的微电网负荷优化调度[J].中国管理科学,2023,31(2):118-128. |
YIN H, LU X H, ZHOU K L .Optimal load dispatch for microgrid with distributed and centralized energy storage systems[J].Chinese Journal of Management Science,2023,31(2):118-128. | |
9 | 刘梦璇,郭力,王成山,等 .风光柴储孤立微电网系统协调运行控制策略设计[J].电力系统自动化,2012,36(15):19-24. |
LIU M X, GUO L, WANG C S,et al .A coordinated operating control strategy for hybrid isolated microgrid including wind power,photovoltaic system,diesel generator,and battery storage[J].Automation of Electric Power Systems,2012,36(15):19-24. | |
10 | 刘瑞平,袁亮,胡铭欣,等 .含构网型新能源发电单元的孤立电网暂态稳定性提升策略[J].电力科学与技术学报,2024,39(6):152-161. |
LIU R P, YUAN L, HU M X,et al .A transient stability improvement strategy of isolated power grids with grid-forming-based renewable energy power generation units[J].Journal of Electric Power Science and Technology,2024,39(6):152-161. | |
11 | 杨彦飞,陈洁,廖跃洪,等 .基于递归模糊神经网络的风电平滑控制策略[J].现代电力,2022,39(2):228-235. |
YANG Y F, CHEN J, LIAO Y H,et al .Wind power smoothing control strategy based on recursive fuzzy neural network[J].Modern Electric Power,2022,39(2):228-235. | |
12 | 刘鑫 .风力发电接入微电网技术研究[D].南昌:南昌大学,2015. |
LIU X .Research on wind power access to microgrid operation control[D].Nanchang:Nanchang University,2024. | |
13 | HOLDMANN G P, WIES R W, VANDERMEER J B .Renewable energy integration in Alaska's remote islanded microgrids:economic drivers,technical strategies,technological niche development,and policy implications[J].Proceedings of the IEEE,2019,107(9):1820-1837. doi:10.1109/jproc.2019.2932755 |
14 | RUAN G, QIU D, SIVARANJANI S,et al .Data-driven energy management of virtual power plants:a review[J].Advances in Applied Energy,2024,14:100170. doi:10.1016/j.adapen.2024.100170 |
15 | 王雅雯 .基于需求侧响应的风光储微电网经济优化研究[J].广东电力,2023,36(9):10-16. |
WANG Y W .Research on economic optimization of wind and solar energy storage microgrid based on demand response[J].Guangdong Electric Power,2023,36(9):10-16. | |
16 | 王鑫 .微电网能量管理策略研究与系统开发[D].杭州:浙江大学,2022. doi:10.4018/978-1-6684-3666-0.ch051 |
WANG X .Research on energy management strategy and system development of microgrid[D].Hangzhou:Zhejiang University,2022. doi:10.4018/978-1-6684-3666-0.ch051 | |
17 | BASNET S, DESCHINKEL K, LE MOYNE L,et al .A review on recent standalone and grid integrated hybrid renewable energy systems:system optimization and energy management strategies[J].Renewable Energy Focus,2023,46:103-125. doi:10.1016/j.ref.2023.06.001 |
18 | 雷健华 .高效零碳排放智能家庭氢储能系统中试应用[J].电气时代,2023,44(S1):8-12. |
LEI J H .Pilot application of high-efficiency zero-carbon emission intelligent home hydrogen storage system[J].Electric Times,2023,44(S1):8-12. | |
19 | WOLSINK M .Conceptualizations of smart grids-anomalous and contradictory expert paradigms in transitions of the electricity system[J].Energy Research & Social Science,2024,109:103392. doi:10.1016/j.erss.2023.103392 |
20 | 张丹,王杰 .国内微电网项目建设及发展趋势研究[J].电网技术,2016,40(2):451-458. |
ZHANG D, WANG J .Research on construction and development trend of micro-grid in China[J].Power System Technology,2016,40(2):451-458. | |
21 | 陈波 .直流微网运行控制及能量管理策略研究[D].天津:天津理工大学,2023. |
CHEN B .Research on the operation control and energy management strategy of DC microgrid[D].Tianjin:Tianjin University of Technology,2023. | |
22 | 别朝红,林超凡,李更丰,等 .能源转型下弹性电力系统的发展与展望[J].中国电机工程学报,2020,40(9):2735-2745. |
BIE Z H, LIN C F, LI G F,et al .Development and prospect of resilient power system in the context of energy transition[J].Proceedings of the CSEE,2020,40(9):2735-2745. | |
23 | 詹政东 .海岛型微电网系统规划与运行控制研究[D].北京:北方工业大学,2023. |
ZHAN Z D .Research on planning and operation control of island microgrid[D].Beijing:North China University of Technology,2023. | |
24 | 陈小伟 .微电网分层分布式能量优化管理[J].农村电气化,2019(8):67-68. |
CHEN X W .Optimized management related to layered and distributed energy in micro power network[J].Rural Electrification,2019(8):67-68. | |
25 | 徐婷婷 .离网型交流微电网能量管理系统研究[D].杭州:浙江大学,2021. |
XU T T .Research on energy management system for off-grid AC micro-grid[D].Hangzhou:Zhejiang University,2021. | |
26 | 庞思颜,饶欢,梅傲琪,等 .面向智能电网能源枢纽的需求响应策略研究[J].制造业自动化,2023,45(10):141-146. |
PANG S Y, RAO H, MEI A Q,et al .Research on demand response strategy for smart grid energy hub[J].Manufacturing Automation,2023,45(10):141-146. | |
27 | 曹金声 .考虑源荷不确定性的微电网分布鲁棒运行优化方法研究[D].广州:华南理工大学,2022. |
CAO J S .Research on distributionally robust optimal operation method of microgrid considering source-load uncertainty[D].Guangzhou:South China University of Technology,2022. | |
28 | 张瑞云 .风光储交直流混合微电网中的微电源优化配置研究[D].兰州:兰州理工大学,2018. doi:10.2991/iceea-18.2018.22 |
ZHANG R Y .Study on optimal configuration of hybrid AC/DC micro-grid based on solar-wind storage system[D].Lanzhou:Lanzhou University of Technology,2018. doi:10.2991/iceea-18.2018.22 | |
29 | 李书勇,蔡海青,沈娜,等 .不同类型新能源接入对微电网频率的影响[J].分布式能源,2024,9(2):8-18. |
LI S Y, CAI H Q, SHEN N,et al .Impact of different types of new energy access on microgrid frequency[J].Distributed Energy,2024,9(2):8-18. | |
30 | 许伟欣,杨明,骆海琦,等 .基于深度学习模型的光伏发电负荷预测[J].电气传动自动化,2023,45(4):62-64. |
XU W X, YANG M, LUO H Q,et al .Photovoltaic load forecasting based on deep learning model[J].Electric Drive Automation,2023,45(4):62-64. | |
31 | CHADUVULA H,DAS D .Investigating effect of various time varying load models in grid connected microgrid system integrated with renewables and cogeneration units[J].International Journal of Ambient Energy,2023,44(1):2540-2552. doi:10.1080/01430750.2023.2258130 |
32 | 苏南 .微电网发展路在何方[N].中国能源报,2022-02-14(22). |
SU N .Where is the development path of micro-grid[N].China Energy News,2022-02-14(22). | |
33 | LUO H, GE W, SUN J,et al .Using thermal energy storage to relieve wind generation curtailment in an island microgrid[J].Energies,2021,14(10):2851. doi:10.3390/en14102851 |
34 | TAHER S M, TAHER S A, DEHGHANI A Z,et al .Precise current sharing and decentralized power management schemes based on virtual frequency droop method for LVDC microgrids[J].International Journal of Electrical Power & Energy Systems,2022,136:107708. doi:10.1016/j.ijepes.2021.107708 |
35 | 徐韵,颜湘武 .含可再生分布式电源参与调控的配电网无功电压优化控制研究综述[J].华北电力大学学报(自然科学版),2019,46(4):16-30. |
XU Y, YAN X W .Review of the researches on the optimal control of reactive voltage in distribution network manipulated by renewable distributed generation[J].Journal of North China Electric Power University (Natural Science Edition),2019,46(4):16-30. | |
36 | MOHANTY S, PATI S, KUMAR K S .Improved islanded microgrid performance with sliding mode controller based electric spring[J].Renewable Energy Focus,2024,48:100535. doi:10.1016/j.ref.2023.100535 |
37 | JAYARAJ S, IMTHIAS AHAMED T P, ABRAHAM M P,et al .Reinforcement learning for energy management of an islanded microgrid:analysis of state,state space and reinforcement function[J].Sustainable Energy,Grids and Networks,2024,38:101362. doi:10.1016/j.segan.2024.101362 |
38 | XIANG Y, LU Y, LIU J .Deep reinforcement learning based topology-aware voltage regulation of distribution networks with distributed energy storage[J].Applied Energy,2023,332:120510. doi:10.1016/j.apenergy.2022.120510 |
39 | 李俊双,胡炎,邰能灵 .计及通信负载与供电可靠性的5G基站储能与配电网协同优化调度[J].上海交通大学学报,2023,57(7):791-802. |
LI J S, HU Y, TAI N L .Collaborative optimization scheduling of 5G base station energy storage and distribution network considering communication load and power supply reliability[J].Journal of Shanghai Jiao Tong University,2023,57(7):791-802. | |
40 | ABDELGHANY M B, MARIANI V, LIUZZA D,et al .Hierarchical model predictive control for islanded and grid-connected microgrids with wind generation and hydrogen energy storage systems[J].International Journal of Hydrogen Energy,2024,51:595-610. doi:10.1016/j.ijhydene.2023.08.056 |
41 | ASRI R,AKI H, KODAIRA D .Optimal operation of shared energy storage on islanded microgrid for remote communities[J].Sustainable Energy,Grids and Networks,2023,35:101104. doi:10.1016/j.segan.2023.101104 |
42 | 李滨 .基于混合储能系统孤岛式微电网模型的实时优化调度策略的研究[D].贵阳:贵州大学,2022. doi:10.1016/j.energy.2022.125294 |
LI B .Research on real-time optimal dispatch strategy based on islanded microgrid model with hybrid energy storage system[D].Guiyang:Guizhou University,2022. doi:10.1016/j.energy.2022.125294 | |
43 | SUN H, CUI X, LATIFI H .Optimal management of microgrid energy by considering demand side management plan and maintenance cost with developed particle swarm algorithm[J].Electric Power Systems Research,2024,231:110312. doi:10.1016/j.epsr.2024.110312 |
44 | YAN Z, ZHU X, CHANG Y,et al .Retracted:renewable energy effects on energy management based on demand response in microgrids environment[J].Renewable Energy,2023,213:205-217. doi:10.1016/j.renene.2023.05.051 |
45 | ASLAM S, HERODOTOU H, MOHSIN S M,et al .A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids[J].Renewable and Sustainable Energy Reviews,2021,144:110992. doi:10.1016/j.rser.2021.110992 |
46 | 卢操,徐长飞,余洁文 .基于多目标的新能源微电网混合储能控制系统[J].能源与环保,2023,45(1):267-272. |
LU C, XU C F, YU J W .Hybrid energy storage control system of new energy microgrid based on multi-objective[J].China Energy and Environmental Protection,2023,45(1):267-272. | |
47 | 王鑫 .基于主动负荷控制的用户侧微电网能量优化的研究[D].北京:北方工业大学,2016. |
WANG X .Research on user-side microgrid optimal operation based on control for active loads[D].Beijing:North China University of Technology,2016. | |
48 | KUMAR A, RATHORE A, SINGH S P,et al .Modeling and control of islanded DC microgrid fed by intermittent generating resources[J].Wind Engineering,2023,47(3):688-705. doi:10.1177/0309524x231154841 |
49 | POMPODAKIS E E, TINAJERO G D A, KARAPIDAKIS E S .Modelling the steady-state of secondary control in islanded AC microgrids[J].International Journal of Electrical Power & Energy Systems,2023,153:109295. doi:10.1016/j.ijepes.2023.109295 |
50 | LI C, HUANG Y, WANG Y,et al .Modelling and small signal stability for islanded microgrids with hybrid grid-forming sources based on converters and synchronous machines[J].International Journal of Electrical Power & Energy Systems,2024,157:109831. doi:10.1016/j.ijepes.2024.109831 |
51 | 刘星宇 .电网侧大容量电化学储能电站系统建模及仿真特性研究[D].北京:华北电力大学,2021. |
LIU X Y .Research on modeling and simulation characteristics of large capacity electrochemical energy storage power stations on grid side[D].Beijing:North China Electric Power University,2021. | |
52 | 杨小龙,刘学桂,陈涛,等 .基于DTW-KiBaM模型的锂电池SOC估计[J].湖南大学学报(自然科学版),2023,50(12):203-212. |
YANG X L, LIU X G, CHEN T,et al .Lithium battery SOC estimation based on DTW-KiBaM model[J].Journal of Hunan University (Natural Sciences),2023,50(12):203-212. | |
53 | DAVID T M, SILVA R R P M, GUERREIRO M M A,et al .Future research tendencies for solar energy management using a bibliometric analysis,2000-2019[J].Heliyon,2020,6(7):e04452. doi:10.1016/j.heliyon.2020.e04452 |
54 | SHI M, WANG H, LÜ C,et al .A hybrid model of energy scheduling for integrated multi-energy microgrid with hydrogen and heat storage system[J].Energy Reports,2021,7:357-368. doi:10.1016/j.egyr.2021.08.037 |
55 | 李坚,吴亮红,张红强,等 .基于排序交叉优化算法的冷热电联供微电网经济调度[J].电力系统保护与控制,2021,49(18):137-145. |
LI J, WU L H, ZHANG H Q,et al .Microgrid economic dispatch of combined cooling,heating and power based on a rank pair learning crisscross optimization algorithm[J].Power System Protection and Control,2021,49(18):137-145. | |
56 | 张世旭,李姚旺,刘伟生,等 .面向微电网群的云储能经济-低碳-可靠多目标优化配置方法[J].电力系统自动化,2024,48(1):21-30. |
ZHANG S X, LI Y W, LIU W S,et al .Economic,low-carbon and reliable multi-objective optimal configuration method of cloud energy storage for microgrid clusters[J].Automation of Electric Power Systems,2024,48(1):21-30. | |
57 | 王大兴,宁妍,汪敬培,等 .构建新型电力系统背景下的微电网鲁棒简化建模[J].中国电力,2024, |
57(1):148-157. WANG D X, NING Y, WANG J P,et al .Robust simplified modeling of microgrid in the context of constructing new power systems[J].Electric Power,2024,57(1):148-157. | |
58 | AHRARI M, SHIRINI K, GHAREHVERAN S S,et al .A security-constrained robust optimization for energy management of active distribution networks with presence of energy storage and demand flexibility[J].Journal of Energy Storage,2024,84:111024. doi:10.1016/j.est.2024.111024 |
59 | KIM S, CHOI Y, PARK J,et al .Multi-period,multi-timescale stochastic optimization model for simultaneous capacity investment and energy management decisions for hybrid micro-grids with green hydrogen production under uncertainty[J].Renewable and Sustainable Energy Reviews,2024,190:114049. doi:10.1016/j.rser.2023.114049 |
60 | FELEGARI B, ASVADI-KERMANI O, OSHNOEI A,et al .Adaptive generalized predictive voltage control of islanded AC microgrid in presence of symmetric and asymmetric faults[J].Electric Power Systems Research,2024,226:109964. doi:10.1016/j.epsr.2023.109964 |
61 | 王骏玮,岳云涛,李炳华 .基于阿基米德混沌精英鲸鱼算法的微电网优化[J].科学技术与工程,2023,23(29):12577-12584. |
WANG J W, YUE Y T, LI B H .Optimization of microgrid based on Archimedes chaotic elite whale algorithm[J].Science Technology and Engineering,2023,23(29):12577-12584. | |
62 | HUSSEIN F H .Neural network algorithm with reinforcement learning for microgrid techno-economic optimization[J].Mathematics,2024,12(2):280. doi:10.3390/math12020280 |
63 | 李练兵,王兰超,景睿雄,等 .基于改进免疫粒子群算法的混合储能容量优化[J].电源学报,2024,23(1):1-14. |
LI L B, WANG L C, JING R X,et al .Capacity optimization of hybrid energy storage based on improved immune particle swarm optimization algorithm[J].Journal of Chinese Power Supply,2024,23(1):1-14. | |
64 | 杨泽勋 .源/荷扰动影响下的孤岛微网群协调控制策略与平台验证研究[D].南京:南京邮电大学,2022. |
YANG Z X .Research on security operation strategy and platform validation of islanded microgrid clusters under the influence of power supply/load disturbances[D].Nanjing:Nanjing University of Posts and Telecommunications,2022. | |
65 | 汪亮,彭勇刚,吴韬,等 .光储交流微电网孤岛模式下的改进型主从控制[J].高电压技术,2020,46(10):3530-3541. |
WANG L, PENG Y G, WU T,et al .Improved master-slave control for islanded AC microgrid with PV and energy storage systems[J].High Voltage Engineering,2020,46(10):3530-3541. | |
66 | 马立亚 .交流微电网孤岛模式下稳定性分析研究[D].徐州:中国矿业大学,2023. |
MA L Y .Study on stability analysis of ac microgrids in island mode[D].Xuzhou:China University of Mining and Technology,2023. | |
67 | 赵辉,王涛,胡平,等 .改进VSG和下垂控制双驱动的孤岛微电网稳定运行控制策略[J].电力系统及其自动化学报,2024,36(10):117-126. |
ZHAO H, WANG T, HU P,et al .Control strategy for stable operation of islanded microgrid with dual-drive of improved VSG and improved droop control[J].Proceedings of the CSU-EPSA,2024,36(10):117-126. | |
68 | CHAKRABORTY S, KAR S .Hierarchical control of networked microgrid with intelligent management of TCLs:a case study approach[J].Electric Power Systems Research,2023,224:109787. doi:10.1016/j.epsr.2023.109787 |
69 | HUANG L, SUN W, LI Q,et al .A two-layer energy management for islanded microgrid based on inverse reinforcement learning and distributed ADMM[J].Energy,2024,301:131672. doi:10.1016/j.energy.2024.131672 |
70 | 郭慧,汪飞,顾永文,等 .基于电压分层控制的直流微电网及其储能扩容单元功率协调控制策略[J].电工技术学报,2022,37(12):3117-3131. |
GUO H, WANG F, GU Y W,et al .Coordinated power control strategy for DC microgrid and storage expansion unit based on voltage hierarchical control[J].Transactions of China Electrotechnical Society,2022,37(12):3117-3131. | |
71 | 周丹,袁至,李骥,等 .考虑平抑未来时刻风电波动的混合储能系统超前模糊控制策略[J].发电技术,2024,45(3):412-422. |
ZHOU D, YUAN Z, LI J,et al .An advanced fuzzy control strategy for hybrid energy storage systems considering smoothing of wind power fluctuations at future moments[J].Power Generation Technology,2024,45(3):412-422. | |
72 | BUI D M, LE P D, CAO T M,et al .Boost-converter reliability assessment for renewable-energy generation systems in a low-voltage DC microgrid[J].Energy Reports,2022,8:821-835. doi:10.1016/j.egyr.2022.12.013 |
73 | SHAYEGHI H, MONFAREDI F, DEJAMKHOOY A,et al .Assessing hybrid supercapacitor-battery energy storage for active power management in a wind-diesel system[J].International Journal of Electrical Power & Energy Systems,2021,125:106391. doi:10.1016/j.ijepes.2020.106391 |
74 | MEHDI H M, AZEEM M K, AHMAD I .Artificial intelligence based nonlinear control of hybrid DC microgrid for dynamic stability and bidirectional power flow[J].Journal of Energy Storage,2023,58:106333. doi:10.1016/j.est.2022.106333 |
75 | 陈嘉莉,马自强,兰亚杰,等 .基于区块链技术的医疗信息共享研究综述[J].计算机应用研究,2024,41(9):2573-2584. |
CHEN J L, MA Z Q, LAN Y J,et al .Overview of medical information sharing based on blockchain technology[J].Application Research of Computers,2024,41(9):2573-2584. | |
76 | 何云华,罗明顺,胡晴,等 .能源区块链的跨链服务安全技术研究进展[J].计算机研究与发展,2024,61(4):1018-1037. |
HE Y H, LUO M S, HU Q,et al .Research progress on security technology for cross-chain service of energy blockchain[J].Journal of Computer Research and Development,2024,61(4):1018-1037. | |
77 | TSAO Y C, THANH V V .Toward blockchain-based renewable energy microgrid design considering default risk and demand uncertainty[J].Renewable Energy,2021,163:870-881. doi:10.1016/j.renene.2020.09.016 |
78 | WANG G, YANG J, DI J,et al .Multimicrogrid collaborative economic scheduling method based on the FISCO BCOS blockchain[J].IET Generation,Transmission & Distribution,2023,17(17):3883-3895. doi:10.1049/gtd2.12941 |
79 | 李亚杰 .基于数字孪生的孤立微电网频率控制方法研究[D].南京:南京理工大学,2022. |
LI Y J .Study on frequency control method of islanded microgrid based on digital twin[D].Nanjing:Nanjing University of Science and Technology,2022. | |
80 | 王朔,轩莹莹,张骥,等 .实景建模技术在电网数字孪生系统中的应用分析[J].电力勘测设计,2023(2):78-82. |
WANG S, XUAN Y Y, ZHANG J,et al .The real scene modeling technology application in the power grid digital twinning system[J].Electric Power Survey & Design,2023(2):78-82. | |
81 | FAN X, LI Y .Energy management of renewable based power grids using artificial intelligence:digital twin of renewables[J].Solar Energy,2023,262:111867. doi:10.1016/j.solener.2023.111867 |
82 | 向辉,何安明 .数字孪生架构下的智慧微电网多智能体协调优化控制技术研究[J].机械设计与制造工程,2024,53(1):100-104. |
XIANG H, HE A M .Research on multi-agent coordinated optimal control technology of smart microgrid under digital twin architecture[J].Machine Design and Manufacturing Engineering,2024,53(1):100-104. | |
83 | CHENG T, ZHU X, YANG F,et al .Machine learning enabled learning based optimization algorithm in digital twin simulator for management of smart islanded solar-based microgrids[J].Solar Energy,2023,250:241-247. doi:10.1016/j.solener.2022.12.040 |
84 | 兰征,刁伟业,涂春鸣,等 .含储能和氢燃料电池的孤岛微电网混合运行模式与功率协调策略研究[J].电网技术,2022,46(1):156-164. |
LAN Z, DIAO W Y, TU C M,et al .Research on hybrid operation mode and power coordination strategy of island microgrid with energy storage and hydrogen fuel cell[J].Power System Technology,2022,46(1):156-164. | |
85 | ALHARBI A G, OLABI A G, REZK H,et al .Optimized energy management and control strategy of photovoltaic/PEM fuel cell/batteries/supercapacitors DC microgrid system[J].Energy,2024,290:130121. doi:10.1016/j.energy.2023.130121 |
86 | OUYANG C, ZOGHI M, HABIBI H .Exergy-economic and environmental assessments of a high-performance poly-generation layout based on the waste heat from a solid oxide fuel cell[J].International Journal of Hydrogen Energy,2024,60:1101-1120. doi:10.1016/j.ijhydene.2024.02.243 |
87 | 罗浩文 .基于固体氧化物燃料电池的微电网能量管理与控制[D].成都:电子科技大学,2023. |
LUO H W .Energy management and control of microgrid based on solid oxide fuel cells[D].Chengdu:University of Electronic Science and Technology of China,2023. | |
88 | JIANG J, ZHOU R, XU H,et al .Optimal sizing,operation strategy and case study of a grid-connected solid oxide fuel cell microgrid[J].Applied Energy,2022,307:118214. doi:10.1016/j.apenergy.2021.118214 |
89 | EL-HAMEED M A, RIZK-ALLAH R M, EL-FERGANY A A .Frequency control of hybrid microgrid comprising solid oxide fuel cell using hunger games search[J].Neural Computing and Applications,2022,34(23):20671-20686. doi:10.1007/s00521-022-07512-x |
90 | AKINYELE D, OLABODE E, AMOLE A .Review of fuel cell technologies and applications for sustainable microgrid systems[J].Inventions,2020,5(3):42. doi:10.3390/inventions5030042 |
[1] | Zhong LIU, Yanming HUANG, Guangming ZHU, Shuyun ZOU. Optimal Capacity Configuration Method for Multi-Microgrid System Utilizing Wind-Solar-Electric-Hydrogen Hybrid Energy Storage [J]. Power Generation Technology, 2025, 46(2): 240-251. |
[2] | Ting WANG, Yinshun WANG, Lining GUO, Yuyan BIAN, Zhanying LIAN, Leyi LI, Chengpeng MAO. Mechanical Characteristics Analysis of Stacked Magnet of Rare Earth Barium Copper Oxide Closed-Loop Superconducting Gourd-Shaped Loop [J]. Power Generation Technology, 2024, 45(6): 1039-1047. |
[3] | Wen LI, Fanpeng BU, Xiaotong ZHANG, Chuangdong YANG, Jing ZHANG. Optimal Operation Method of Electric-Hydrogen Hybrid Energy Storage Microgrid System Based on Typical Commercial Operation Mode [J]. Power Generation Technology, 2024, 45(6): 1186-1200. |
[4] | Xingyuan ZHAO, Fangyi XIE, Yixue LIU, Fang CHEN, Jianhua CUI, Shaofeng HAN, Qing HE. Intelligent Construction System and Key Technology for Compressed Air Energy Storage Power Plant [J]. Power Generation Technology, 2024, 45(5): 899-909. |
[5] | Haimin JI, Lei XUE, Fangsheng ZHOU, Dian WANG, Cheng CHEN, Jing LI, Hui LIU, Ning XUE, Zhixiang ZHANG, Dangqi XU. System Simulation Study on Performance of Non-Supplementary Combustion Liquid Compressed Air Energy Storage System [J]. Power Generation Technology, 2024, 45(5): 910-918. |
[6] | Lingling TAN, Peng SUN, Peixuan GUO, Yuanfang LI, Xingquan JI, Yumin ZHANG. Low-Carbon and Economic Synergy Optimization Configuration for Microgrid With Hydrogen Energy Storage [J]. Power Generation Technology, 2024, 45(5): 983-994. |
[7] | Chong ZHANG, Bo LI, Xiaoyu LI, Hongbo LIU, Yongfa LIU. A Frequency Regulation Method of Energy Storage System Based on Adaptive Adjustment of Virtual Synchronous Generator Control Parameters [J]. Power Generation Technology, 2024, 45(4): 772-780. |
[8] | Dan ZHOU, Zhi YUAN, Ji LI, Wei FAN. An Advanced Fuzzy Control Strategy for Hybrid Energy Storage Systems Considering Smoothing of Wind Power Fluctuations at Future Moments [J]. Power Generation Technology, 2024, 45(3): 412-422. |
[9] | Bin ZHAO, Gao LIANG, Menghao JIANG, Gang ZOU, Li WANG. Grid-Connected Power Fluctuation Suppression and Energy Storage Optimization Configuration of Photovoltaic-Energy Storage System [J]. Power Generation Technology, 2024, 45(3): 423-433. |
[10] | Junhui LI, Guohang CHEN, Teng MA, Cuiping LI, Xingxu ZHU, Chen JIA. Optimal Control Strategy of Peak Shaving of Flow Battery Energy Storage System Under High Wind Power Permeability [J]. Power Generation Technology, 2024, 45(3): 434-447. |
[11] | Xiuxiun HAN, Shaoxin WEI, Jian WANG, Chaojie CUI, Weizhong QIAN. Preparation and Performance Analysis of High Performance Cathode Material Graphene-Mesoporous Carbon Composites for Lithium-Ion Capacitor [J]. Power Generation Technology, 2024, 45(3): 494-507. |
[12] | Hongbo LIU, Yongfa LIU, Yang REN, Li SUN, Shencheng LIU. Energy Storage Configuration Considering the System Wind Power Reserve Capacity Under High Wind Power Permeability [J]. Power Generation Technology, 2024, 45(2): 260-272. |
[13] | Xiangyu WANG, Wuhui CHEN, Xiaolong GUO, Xiqiang CHANG. Review of Research on the Digitalization of Power Generation System [J]. Power Generation Technology, 2024, 45(1): 120-141. |
[14] | Zhihua CHEN, Mengkai YOU, Wei CAI, Jingwei HU, Xing HU, Aifang ZHANG, Kejie ZHANG, Wei WANG. Comprehensive Evaluation Model of Energy Storage Power Station With Full Life Cycle [J]. Power Generation Technology, 2023, 44(6): 883-888. |
[15] | Bofei WANG, Haozhe XIAO, Guohao LI, Wenheng XIU, Yunhao MO, Mingjie ZHU, Zhen WU. A Review of Energy Management Strategy for Hydrogen-Electricity Hybrid Power System Based on Control Target [J]. Power Generation Technology, 2023, 44(4): 452-464. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||