Huadian Technology ›› 2021, Vol. 43 ›› Issue (9): 1-13.doi: 10.3969/j.issn.1674-1951.2021.09.001
• Grid-Connected Control of New Energy • Next Articles
QIN Yufei1(), GE Leijiao2,*(
), WANG Bo3(
)
Received:
2021-05-07
Revised:
2021-08-05
Published:
2021-09-25
Contact:
GE Leijiao
E-mail:1366769402@qq.com;legendglj99@tju.edu.cn;whwdwb@whu.edu.cn
CLC Number:
QIN Yufei, GE Leijiao, WANG Bo. Swarm intelligence collaborative control and optimization technology of Energy Internet[J]. Huadian Technology, 2021, 43(9): 1-13.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.hdpower.net/EN/10.3969/j.issn.1674-1951.2021.09.001
[1] | 申洪, 周勤勇, 刘耀, 等. 碳中和背景下全球能源互联网构建的关键技术及展望[J]. 发电技术, 2021, 42(1):8-19. |
SHEN Hong, ZHOU Qinyong, LIU Yao, et al. Key technologies and prospects for the construction of global Energy Internet under the background of carbon neutral[J]. Power Generation Technology, 2021, 42(1):8-19. | |
[2] | 孙蔚, 申洪, 侯金鸣, 等. 欧洲能源电力发展路线研究[J]. 发电技术, 2021, 42(1):94-102. |
SUN Wei, SHEN Hong, HOU Jinming, et al. Research on European roadmap for energy and electrical technology[J]. Power Generation Technology, 2021, 42(1):94-102. | |
[3] | 高峰, 曾嵘, 屈鲁, 等. 能源互联网概念与特征辨识研究[J]. 中国电力, 2018, 51(8):10-16. |
GAO Feng, ZENG Rong, QU Lu, et al. Research on identification of concept and characteristics of Energy Internet[J]. Electric Power, 2018, 51(8):10-16. | |
[4] | RIFKIN J. The third industrial revolution: How lateral power is transforming energy, economy, and the world[M]. New York:Palgrave MacMillan, 2011:46-48. |
[5] | 田世明, 栾文鹏, 张东霞, 等. 能源互联网技术形态与关键技术[J]. 中国电机工程学报, 2015, 35(14):3482-3494. |
TIAN Shiming, LUAN Wenpeng, ZHANG Dongxia, et al. Technical forms and key technologies on Energy Internet[J]. Proceedings of the CSEE, 2015, 35(14):3482-3494. | |
[6] | 张国栋, 刘凯. 能源互联网背景下的微电网能量管理分析[J]. 发电技术, 2019, 40(1):17-21. |
ZHANG Guodong, LIU Kai. Analysis of microgrid energy management under the background of Energy Internet[J]. Power Generation Technology, 2019, 40(1):17-21. | |
[7] | 曾鸣, 杨雍琦, 刘敦楠, 等. 能源互联网“源-网-荷-储”协调优化运营模式及关键技术[J]. 电网技术, 2016, 40(1):114-124. |
ZENG Ming, YANG Yongqi, LIU Dunnan, et al. Generation-grid-load-storage coordinative optimal operation mode of Energy Internet and key technologies[J]. Power System Technology, 2016, 40(1):114-124. | |
[8] | 刘东, 盛万兴, 王云, 等. 电网信息物理系统的关键技术及其进展[J]. 中国电机工程学报, 2015, 35(14):3522-3531. |
LIU Dong, SHENG Wanxing, WANG Yun, et al. Key technologies and trends of cyber physical system for power grid[J]. Proceedings of the CSEE, 2015, 35(14):3522-3531. | |
[9] | 李娜, 周喜超, 王冰, 等. 综合能源系统优化模型综述与展望[J]. 上海节能, 2020(6):543-548. |
LI Na, ZHOU Xichao, WANG Bing, et al. Research on optimization models of integrated energy system[J]. Shanghai Energy Conservation, 2020(6):543-548. | |
[10] | 孙浩, 陈永华. 综合能源系统多能流联合仿真技术研究[J]. 华电技术, 2020, 42(5):66-72. |
SUN Hao, CHEN Yonghua. Research on multiple energy flow co-simulation technology applied in integrated energy system[J]. Huadian Technology, 2020, 42(5):66-72. | |
[11] | 杨晓巳, 陶新磊. 综合能源技术路线研究[J]. 华电技术, 2019, 41(11):22-25. |
YANG Xiaosi, TAO Xinlei. Research on integrated energy technical route[J]. Huadian Technology, 2019, 41(11):22-25. | |
[12] | RAJKUMAR R, LEE I, SHA L, et al. Cyber-physical systems: The next computing revolution[C]// Design Automation Conference. IEEE, 2010: 731-736. |
[13] |
SUN Q Y, HAN R, ZHANG H, et al. A multiagent-based consensus algorithm for distributed coordinated control of distributed generators in the Energy Internet[J]. IEEE Transactions on Smart Grid, 2015, 6(6):3006-3019.
doi: 10.1109/TSG.2015.2412779 |
[14] | 李存斌, 张磊, 刘定, 等. 基于复杂网络的能源互联网信息物理融合系统跨空间风险传递研究[J]. 运筹与管理, 2019, 28(4):139-147. |
LI Cunbin, ZHANG Lei, LIU Ding, et al. Research into cross-space risk transfer of Energy Internet cyber-physical system based on complex network[J]. Operations Research and Management Science, 2019, 28(4):139-147. | |
[15] | 买坤, 边晓燕, 张小平, 等. 基于信息物理融合系统的能源路由器[J]. 现代电力, 2017, 34(6):1-8. |
MAI Kun, BIAN Xiaoyan, ZHANG Xiaoping, et al. Energy router based on the cyber physical system[J]. Modern Electric Power, 2017, 34(6):1-8. | |
[16] | 孙秋野, 滕菲, 张化光, 等. 能源互联网动态协调优化控制体系构建[J]. 中国电机工程学报, 2015, 35(14):3667-3677. |
SUN Qiuye, TENG Fei, ZHANG Huaguang, et al. Construction of dynamic coordinated optimization control system for Energy Internet[J]. Proceedings of the CSEE, 2015, 35(14):3667-3677. | |
[17] | 蒋东荣, 王瑞, 程超, 等. 能源互联网能量流与信息流耦合性研究[J]. 重庆理工大学学报(自然科学), 2017, 31(7):109-114. |
JIANG Dongrong, WANG Rui, CHENG Chao, et al. Research on coupling property of energy flow and information flow in the Energy Internet[J]. Journal of Chongqing University of Technology (Natural Science), 2017, 31(7):109-114. | |
[18] |
RALPH E, KRISTINA O, VIKTOR D, et al. New formulations of the 'energy hub' model to address operational constraints[J]. Energy, 2014, 73:387-398.
doi: 10.1016/j.energy.2014.06.029 |
[19] | 代贤忠, 韩新阳, 董益华, 等. 能源互联网多源多层次协调优化方法研究[J]. 电力工程技术, 2019, 38(2):1-9. |
DAI Xianzhong, HAN Xinyang, DONG Yihua, et al. Multi-source and multi-level coordination optimization method of Energy Internet[J]. Electric Power Engineering Technology, 2019, 38(2):1-9. | |
[20] | 徐宪东, 贾宏杰, 靳小龙, 等. 区域综合能源系统电/气/热混合潮流算法研究[J]. 中国电机工程学报, 2015, 35(14):3634-3642. |
XU Xiandong, JIA Hongjie, JIN Xiaolong, et al. Study on hybrid heat-gas-power flow algorithm for integrated community energy system[J]. Proceedings of the CSEE, 2015, 35(14):3634-3642. | |
[21] | 朱永利, 石鑫, 王刘旺. 人工智能在电力系统中应用的近期研究热点介绍[J]. 发电技术, 2018, 39(3):204-212. |
ZHU Yongli, SHI Xin, WANG Liuwang. Recent research hotspot introduction on the application of artificial intelligence in power system[J]. Power Generation Technology, 2018, 39(3):204-212. | |
[22] |
GE L J, XIAN Y M, YAN J, et al. A hybrid method for short-term PV output forecast based on GWO-GRNN[J]. Journal of Modern Power Systems and Clean Energy, 2020, 8(6):1268-1275.
doi: 10.35833/MPCE.2020.000004 |
[23] |
STEPHEN C, PIERLUIGI M. Integrated electricity-heat-gas modelling and assessment, with applications to the Great Britain system. Part Ⅱ: Transmission network analysis and low carbon technology and resilience case studies[J]. Energy, 2019, 184:191-203.
doi: 10.1016/j.energy.2018.02.078 |
[24] |
GE L J, SONG Z S, XU X D, et al. Dynamic networking of islanded regional multi-microgrid networks based on graph theory and multi-objective evolutionary optimization[J]. International Transactions on Electrical Energy Systems, 2020, 31(2). DOI: 10.1002/2050-7038.12687.
doi: 10.1002/2050-7038.12687 |
[25] |
YANG J W, ZHANG N, KANG C Q, et al. Effect of natural gas flow dynamics in robust generation scheduling under wind uncertainty[J]. IEEE Transactions on Power Systems, 2017, 33(2):2087-2097.
doi: 10.1109/TPWRS.2017.2733222 |
[26] |
FANG J K, ZENG Q, AI X M, et al. Dynamic optimal energy flow in the integrated natural gas and electrical power systems[J]. IEEE Transactions on Sustainable Energy, 2017, 9(1):188-198.
doi: 10.1109/TSTE.2017.2717600 |
[27] |
LIU X Z, WU J Z, NICK J, et al. Combined analysis of electricity and heat networks[J]. Applied Energy, 2016, 162:1238-1250.
doi: 10.1016/j.apenergy.2015.01.102 |
[28] |
SHAABANI Y A, SEIFI A R, KOUHANJANI M J. Stochastic multi-objective optimization of combined heat and power economic/emission dispatch[J]. Energy, 2017, 141:1892-1904.
doi: 10.1016/j.energy.2017.11.124 |
[29] |
QIN C, YAN Q Y, HE G. Integrated energy systems planning with electricity, heat and gas using particle swarm optimization[J]. Energy, 2019, 188:116044.
doi: 10.1016/j.energy.2019.116044 |
[30] | 韩佶, 苗世洪, 李超, 等. 计及相关性的电-气-热综合能源系统概率最优能量流[J]. 电工技术学报, 2019, 34(5):1055-1067. |
HAN Ji, MIAO Shihong, LI Chao, et al. Probabilistic optimal energy flow of electricity-gas-heat integrated energy system considering correlation[J]. Transactions of China Electrotechnical Society, 2019, 34(5):1055-1067. | |
[31] | 郑超铭, 黄博南, 王子心, 等. 计及网络传输损耗的电热综合能源系统多目标优化调度[J]. 电网技术, 2020, 44(1):144-157. |
ZHENG Chaoming, HUANG Bonan, WANG Zixin, et al. Multi-objective optimization dispatch for integrated electro-heating systems including network transmission losses[J]. Power System Technology, 2020, 44(1):144-157. | |
[32] | 王伟亮, 王丹, 贾宏杰, 等. 考虑运行约束的区域电力-天然气-热力综合能源系统能量流优化分析[J]. 中国电机工程学报, 2017, 37(24):7108-7120,7425. |
WANG Weiliang, WANG Dan, JIA Hongjie, et al. Analysis of energy flow optimization in regional electricity-gas-heat integrated energy system considering operational constraints[J]. Proceedings of the CSEE, 2017, 37(24):7108-7120,7425. | |
[33] | 曾鸣, 刘英新, 周鹏程, 等. 综合能源系统建模及效益评价体系综述与展望[J]. 电网技术, 2018, 42(6):1697-1708. |
ZENG Ming, LIU Yingxin, ZHOU Pengcheng, et al. Review and prospects of integrated energy system modeling and benefit evaluation[J]. Power System Technology, 2018, 42(6):1697-1708. | |
[34] |
MANSHADI S D, KHODAYAR M E. Coordinated operation of electricity and natural gas systems: A convex relaxation approach[J]. IEEE Transactions on Smart Grid, 2018, 10(3):3342-3354.
doi: 10.1109/TSG.5165411 |
[35] |
NORMAN K A, NEWMAN E L, PEROTTE A J. Methods for reducing interference in the complementary learning systems model: Oscillating inhibition and autonomous memory rehearsal[J]. Neural Networks, 2005, 18(9):1212-1228.
doi: 10.1016/j.neunet.2005.08.010 |
[36] |
ROWEIS S T, SUAL L K. Nonlinear dimensionality reduction by locally linear embedding[J]. Science, 2000, 290(5500):2323-2326.
doi: 10.1126/science.290.5500.2323 |
[37] |
MASOUDIMANSOUR W, BOUGUILA N. Supervised dimensionality reduction of proportional data using mixture estimation[J]. Pattern Recognition, 2020, 105:107379.
doi: 10.1016/j.patcog.2020.107379 |
[38] | 时宁. 区域电网非线性动态模型降阶研究[D]. 北京:华北电力大学, 2014. |
[39] | 朱泽翔. 电力系统动态参数辨识与模型降阶研究[D]. 杭州:浙江大学, 2018. |
[40] | 徐琛. 含间歇式能源的电网分布式优化协调调度技术研究[D]. 武汉:华中科技大学, 2014. |
[41] | 张任政, 肖志华, 代柳. 基于矩阵指数函数Laguerre多项式展开的模型降阶方法[J]. 应用数学, 2020, 33(4):1002-1009. |
ZHANG Renzheng, XIAO Zhihua, DAI Liu. Model order reduction based on laguerre polynomials expansion of the matrix exponential function[J]. Mathematica Applicata, 2020, 33(4):1002-1009. | |
[42] | 王州强, 黄琦, 张其群. 基于降维Carleman嵌入技术的电力系统高阶变量交互作用分析研究[J]. 电力系统保护与控制, 2018, 46(2):57-64. |
WANG Zhouqiang, HUANG Qi, ZHANG Qiqun. Analysis of power system higher-order variables and interaction based on reduced Carleman embedding technology[J]. Power System Protection and Control, 2018, 46(2):57-64. | |
[43] | 刘喆林. 基于输电通道的复杂电网降维与运行监视[D]. 天津:天津大学, 2016. |
[44] |
OADRDAN M, WU J, JENKINS N, et al. Operating strategies for a GB integrated gas and electricity network considering the uncertainty in wind power forecasts[J]. IEEE Transactions on Sustainable Energy, 2013, 5(1):128-138.
doi: 10.1109/TSTE.2013.2274818 |
[45] |
AFRASIABI M, MOHAMMADI M, RASTEGAR M, et al. Multi-agent microgrid energy management based on deep learning forecaster[J]. Energy, 2019, 186:115873.
doi: 10.1016/j.energy.2019.115873 |
[46] | 张伊宁, 何宇斌, 晏鸣宇, 等. 计及需求响应与动态气潮流的电-气综合能源系统优化调度[J]. 电力系统自动化, 2018, 42(20):1-8. |
ZHANG Yining, HE Yubin, YAN Mingyu, et al. Optimal dispatch of integrated electricity-natural gas system considering demand response and dynamic natural gas flow[J]. Automation of Electric Power Systems, 2018, 42(20):1-8. | |
[47] | 刘奇, 周海全, 何浩, 等. 基于非均衡蛛网模型的区域能源互联网协调优化运行策略[J]. 电力系统保护与控制, 2020, 48(17):93-107. |
LIU Qi, ZHOU Haiquan, HE Hao, et al. Coordinated optimal operation strategy of a regional Energy Internet based on the non-equilibrium cobweb model[J]. Power System Protection and Control, 2020, 48(17):93-107. | |
[48] | 张孝顺. 电力系统的迁移强化学习优化算法研究[D]. 广州:华南理工大学, 2017. |
[49] | 郑永伟, 陈民铀, 李闯, 等. 自适应调节下垂系数的微电网控制策略[J]. 电力系统自动化, 2013, 37(7):6-11. |
ZHENG Yongwei, CHEN Minyou, LI Chuang, et al. A microgrid control strategy based on adaptive drooping coefficient adjustment[J]. Automation of Electric Power Systems, 2013, 37(7):6-11. | |
[50] | 杨志淳, 刘开培, 乐健, 等. 孤岛运行微电网中模糊PID下垂控制器设计[J]. 电力系统自动化, 2013, 37(12):19-23. |
YANG Zhichun, LIU Kaipei, LE Jian, et al. Design of fuzzy PID droop controllers for islanded microgrids[J]. Automation of Electric Power Systems, 2013, 37(12):19-23. | |
[51] | 周建宇, 闫林芳, 刘巨, 等. 基于一致性理论的直流微电网混合储能协同控制策略[J]. 中国电机工程学报, 2018, 38(23):6837-6846,7118. |
ZHOU Jianyu, YAN Linfang, LIU Ju, et al. A cooperative control srategy for DC microgrid based on consensus algorithm[J]. Proceedings of the CSEE, 2018, 38(23):6837-6846,7118. | |
[52] |
TAH A, DAS D. An enhanced droop control method for accurate load sharing and voltage improvement of isolated and interconnected DC microgrids[J]. IEEE Transactions on Sustainable Energy, 2016, 7(3):1194-1204.
doi: 10.1109/TSTE.2016.2535264 |
[53] |
KHORSANDDI A, ASHOURLOO M, MOKHTARI H. A decentralized control method for a low-voltage DC microgrid[J]. IEEE Transactions on Energy Conversion, 2014, 29(4):793-801.
doi: 10.1109/TEC.2014.2329236 |
[54] | 蒲天骄, 刘威, 陈乃仕, 等. 基于一致性算法的主动配电网分布式优化调度[J]. 中国电机工程学报, 2017, 37(6):1579-1590. |
PU Tianjiao, LIU Wei, CHEN Naishi, et al. Distributed optimal dispatching of active distribution network based on consensus algorithm[J]. Proceedings of the CSEE, 2017, 37(6):1579-1590. | |
[55] | 李杨, 刘伟佳, 赵俊华, 等. 含电转气的电-气-热系统协同调度与消纳风电效益分析[J]. 电网技术, 2016, 40(12):3680-3689. |
LI Yang, LIU Weijia, ZHAO Junhua, et al. Optimal dispatch of combined electricity-gas-heat energy systems with power-to-gas devices and benefit analysis of wind power accommodation[J]. Power System Technology, 2016, 40(12):3680-3689. | |
[56] | 刘哲, 刘魁星, 李祺, 等. 无中心智能调控能源互联网[J]. 自动化博览, 2018, 35(S1):65-67. |
LIU Zhe, LIU Kuixing, LI Qi, et al. No-central regulation of energy smart internet decentralized intelligent regulation of Energy Internet[J]. Automation Panorama, 2018, 35(S1):65-67. | |
[57] | 曾鸣, 程俊, 王雨晴, 等. 区块链框架下能源互联网多模块协同自治模式初探[J]. 中国电机工程学报, 2017, 37(13):3672-3681. |
ZENG Ming, CHENG Jun, WANG Yuqing, et al. Primarily research for multi module cooperative autonomous mode of Energy Internet under blockchain framework[J]. Proceedings of the CSEE, 2017, 37(13):3672-3681. | |
[58] |
HUANG A Q, CROW M L, HEYDT G T, et al. The future renew able electric energy delivery and management (FREEDM) system: The Energy Internet[J]. Proceedings of the IEEE, 2011, 99(1):133-148.
doi: 10.1109/JPROC.2010.2081330 |
[59] | VERMESAN O, BLYSTAD L C, ZAFALON R, et al. Internet of energy:Connecting energy anywhere anytime[J]. Advanced Microsystems for Automotive Applications, 2010, 11(11):189-200. |
[60] |
ZHANG X P, SHAHIDEHPOU R M, ALABDULWAHAB A, et al. Optimal expansion planning of energy hub with multiple energy infrastructures[J]. IEEE Transactions on Smart Grid, 2015, 6(5):2302-2311.
doi: 10.1109/TSG.2015.2390640 |
[61] | HAJIMIRAGHA A, CANIZARES C, FOWLER M, et al. Optimal energy flow of integrated energy systems with hydrogen economy considerations[C]// Bulk Power System Dynamics and Control-Ⅶ:Revitalizing Operational Reliability, 2007 iREP Symposium. IEEE, 2007: 1-11. |
[62] | 郑宇, 程乐峰, 孟科, 等. 能源互联网分布式设备协调控制软件系统平台方案设计[J]. 新型工业化, 2016, 6(11):15-34. |
ZHENG Yu, CHENG Lefeng, MENG Ke, et al. Coordinated control software system platform scheme design for distributed equipment under energy interconnection[J]. The Journal of New Industrialization, 2016, 6(11):15-34. | |
[63] | 赖伟坚, 陈威洪, 林泽宏, 等. 能源互联网内多类设备协同运行的能量管理系统软件设计[J]. 电网与清洁能源, 2020, 36(4):72-80. |
LAI Weijian, CHEN Weihong, LIN Zehong, et al. The software design of energy management system for the collaborative operation of multiple types of devices in the internet of energy[J]. Power System and Clean Energy, 2020, 36(4):72-80. | |
[64] | 曲锋. 基于B/S模式的微电网能量管理软件的设计与实现[D]. 成都:电子科技大学, 2010. |
[65] | 孙毅. 基于能效理论的能量管理系统管理软件的开发[D]. 济南:山东大学, 2007. |
[66] | 杨捷伦. 家庭能量管理系统设计与实现[D]. 杭州:浙江工业大学, 2017. |
[1] | YU Sheng, ZHOU Xia, SHEN Xicheng, DAI Jianfeng, LIU Zengji. Risk analysis on the source-grid-load-storage system affected by cyber attacks [J]. Integrated Intelligent Energy, 2024, 46(5): 41-49. |
[2] | FANG Gang, WANG Jing, ZHANG Bobo, WANG Junzhe. Research on optimization algorithm of industrial park microgrid configuration based on Pareto solution set [J]. Integrated Intelligent Energy, 2024, 46(1): 49-55. |
[3] | HU Chao, PENG Wenhe, FANG Zhijian. Hierarchical optimization scheduling for electric vehicles with PV-power storage charging stations [J]. Integrated Intelligent Energy, 2023, 45(9): 11-17. |
[4] | LIU Jian, LIU Yuxin, ZHUANG Hanyu. Key technologies and construction practices of virtual power plants [J]. Integrated Intelligent Energy, 2023, 45(6): 59-65. |
[5] | SHEN Rongrong, JIANG Feng, WEI Zequan, LIU Shimin, QI Ze. Comprehensive benefit evaluation for Energy Internet park projects based on combined weight of game [J]. Integrated Intelligent Energy, 2023, 45(11): 70-81. |
[6] | GUO Zuogang, YUAN Zhiyong, XU Min, LEI Jinyong, LI Pengyue, TAN Yingjie. Multi-energy flow calculation method for multi-energy complementary integrated energy systems [J]. Integrated Intelligent Energy, 2022, 44(7): 58-65. |
[7] | BAI Jiahao, FU Xueqian. Review on electric energy substitution of agricultural energy internet in the context of carbon neutrality [J]. Integrated Intelligent Energy, 2022, 44(6): 1-11. |
[8] | LIU Zifa, TAN Yazhi, LI Jiong, FAN Jingyi, ZHOU Hanze. Review on key points in the planning for a district-level integrated energy system [J]. Integrated Intelligent Energy, 2022, 44(6): 12-24. |
[9] | ZHONG Yongjie, JI Ling, LI Jingxia, JIANG Yanjun, WU Shiwei, WANG Zidong. Overview on the characteristics,connotation and development status of virtual power plants in China [J]. Integrated Intelligent Energy, 2022, 44(6): 25-36. |
[10] | GUAN Xin, CHEN Tao, GAO Ciwei. Study on optimal operation of the demand-side energy storage system for wind power participating in electricity market [J]. Integrated Intelligent Energy, 2022, 44(2): 35-41. |
[11] | ZHANG Kaijie, DING Guofeng, WEN Ming, HUI Hongxun, DING Yi, HE Min, CHU Jiefeng, XIE Kang, YU Chutian, ZHANG Lijun. Review of optimal dispatching technology and market mechanism design for virtual power plants [J]. Integrated Intelligent Energy, 2022, 44(2): 60-72. |
[12] | XIA Xue, ZHANG Ruixi, WANG Lei, DING Ran, ZHAN Yan. Research and prospect of advanced distribution management system for the digital and intelligent transformation of distribution network [J]. Integrated Intelligent Energy, 2022, 44(12): 33-39. |
[13] | HOU Luyang, GE Leijiao, WANG Biao, WANG Xuanyuan, XU Lianming, WANG Li. Research on the integrated energy system and the electricity market towards new prosumers [J]. Integrated Intelligent Energy, 2022, 44(12): 40-48. |
[14] | YU Li, XU Jingjing, MA Lanfang, WANG Youtian. Case study on the integrated energy service project with newly installed heat pumps [J]. Integrated Intelligent Energy, 2022, 44(1): 72-79. |
[15] | LIU Huiqiang, MU Teng, XING Huadong, WU Haiyan, LIU Jianqiang, LEI Ke, GUO Qi. Research on PV power grid connection stability based on decoupled active disturbance rejection control [J]. Huadian Technology, 2021, 43(8): 11-19. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||