Research on source network load-storage hierarchical coordinated intelligent control method for active distribution network

被引:1
作者
Li, Qingsheng [1 ]
Chen, Julong [1 ]
Yang, Jierui [1 ]
Li, Zhen [1 ]
机构
[1] Power Grid Planning Res Ctr Guizhou Power Grid, Guiyang 550033, Guizhou, Peoples R China
关键词
Active distribution network; Source network load-storage; Hierarchical coordination; Intelligent control; Improvement of epsilon-constraint method; Dual objective Pareto solution; ENERGY-STORAGE; SYSTEM;
D O I
10.1007/s00202-024-02524-3
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to optimize the economic operation level of the active distribution network and improve the energy utilization rate, a layered coordinated intelligent control method of source network load-storage for the active distribution network is studied. In this method, a layered coordinated intelligent control model of source network load and storage is established. The upper model takes the minimum annual comprehensive cost as the coordination control goal and optimizes the installation capacity of distributed generation and energy storage systems in the candidate installation locations; the lower level model proposes a peak-shaving and valley-filling operation strategy for the energy storage system, which aims at minimizing the network loss to control the stable operation of the power system; using a dual-objective Pareto solution method based on a modified epsilon-constraint method, solve the upper and lower control models, obtain the Pareto optimal solution set of available schemes, and then use the fuzzy decision method to extract the optimal location and capacity scheme of distributed generation and energy storage systems that can ensure the stable operation of power systems. After testing, the annual investment cost and maintenance cost of DG and ESS decreased by 5,139,500 yuan and 0.024 yuan, respectively, after using this method; The fluctuation of load power in energy storage systems is significantly reduced. At the same time, the consumption of wind/photovoltaic power has increased from around 1800 MW h to around 3200 MW h, indicating a significant improvement in the consumption of new energy. It has higher economic efficiency and good peak-shaving and valley-filling effects.
引用
收藏
页码:1191 / 1202
页数:12
相关论文
共 20 条
[1]   Development of New Identification Method for Global Group of Controls for Online Coordinated Voltage Control in Active Distribution Networks [J].
Alzaareer, Khaled ;
Saad, Maarouf ;
Mehrjerdi, Hasan ;
Asber, Dalal ;
Lefebvre, Serge .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) :3921-3931
[2]   Feasible Dispatch Limits of PV Generation With Uncertain Interconnection of EVs in the Unbalanced Distribution Network [J].
Feizi, Mohammad Ramin ;
Khodayar, Mohammad E. ;
Chen, Bo .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (03) :2267-2280
[3]   Stochastic bi-level coordination of active distribution network and renewable-based microgrid considering eco-friendly Compressed Air Energy Storage system and Intelligent Parking Lot [J].
Haghifam, Sara ;
Najafi-Ghalelou, Afshin ;
Zare, Kazem ;
Shafie-khah, Miadreza ;
Arefi, Ali .
JOURNAL OF CLEANER PRODUCTION, 2021, 278
[4]   A hybrid architecture for volt-var control in active distribution grids [J].
Haider, Rabab ;
Annaswamy, Anuradha M. .
APPLIED ENERGY, 2022, 312
[5]   Intelligent protection coordination restoration strategy for active distribution networks [J].
Hojjaty, Mahmoud ;
Fani, Bahador ;
Sadeghkhani, Iman .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (03) :397-413
[6]   A hybrid approach based on IGDT-MOCMA-ES method for optimal operation of smart distribution network under severe uncertainties [J].
Khajehvand, Masoud ;
Fakharian, Ahmad ;
Sedighizadeh, Mostafa .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (06) :9463-9491
[7]  
[李军徽 Li Junhui], 2024, [发电技术, Power Generation Technology], V45, P434
[8]   Network-Aware Demand-Side Management Framework With A Community Energy Storage System Considering Voltage Constraints [J].
Mediwaththe, Chathurika P. ;
Blackhall, Lachlan .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (02) :1229-1238
[9]  
Mostafa A., 2021, INT J ENERG RES, V45, P8116
[10]   Multistage Coordination Volt/VAR Control With CVR in Active Distribution Network in Presence of Inverter-Based DG Units and Soft Open Points [J].
Pamshetti, Vijay Babu ;
Singh, Shailendra ;
Thakur, Amit Kumar ;
Singh, S. P. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (03) :2035-2047