Transmission Lines Overload Alleviation: Distributed Online Optimization Approach

被引:15
作者
Ding, Li [1 ]
Hu, Ping [1 ]
Liu, Zhi-Wei [2 ,3 ]
Wen, Guanghui [4 ]
机构
[1] Wuhan Univ, Sch Elect Engn & Automat, Wuhan 430072, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[3] Huazhong Univ Sci & Technol, Minist Educ, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[4] Southeast Univ, Sch Math, Dept Syst Sci, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed control algorithm; line overload; multiagent system; optimal power flow (OPF);
D O I
10.1109/TII.2020.3009749
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The risk of transmission lines overload in the power grid is increasing with the large-scale integration of fluctuating distributed renewable energies. Meanwhile, the requirement for accommodating more distributed resources in the future smart grids promotes the transition from the current highly centralized control structure toward a distributed one. In this article, we propose a distributed corrective control approach to mitigate line overloads in a real-time and close-loop manner. Unlike the conventional centralized approach, only simple computation and local information exchange are required to update the local corrective control action. This makes it possible to mitigate line overloads timely and adapt to the topology changes of grids. Furthermore, the introduction of system measurements and security constraints in the proposed algorithm ensures an effective and secure corrective control without new line overloads. The performance of the proposed distributed approach is demonstrated in the IEEE 14-Bus and 118-Bus systems.
引用
收藏
页码:3197 / 3208
页数:12
相关论文
共 31 条
[1]   Causes of the 2003 major grid blackouts in north America and Europe, and recommended means to improve System Dynamic Performance [J].
Andersson, G ;
Donalek, P ;
Farmer, R ;
Hatziargyriou, N ;
Kamwa, I ;
Kundur, P ;
Martins, N ;
Paserba, J ;
Pourbeik, P ;
Sanchez-Gasca, J ;
Schulz, R ;
Stankovic, A ;
Taylor, C ;
Vittal, V .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) :1922-1928
[2]  
[Anonymous], 2012, AR SO CAL OUT SEPT 8
[3]  
[Anonymous], IEEE 118 BUS SYSTEM
[4]  
[Anonymous], 2009, EOP0111 NERC EOP
[5]  
[Anonymous], 2005, Final Report on the August 14, 2003 Blackout
[6]   ALLEVIATION OF LINE OVERLOADS AND VOLTAGE VIOLATIONS BY CORRECTIVE RESCHEDULING [J].
BIJWE, PR ;
KOTHARI, DP ;
ARYA, LD .
IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1993, 140 (04) :249-255
[7]   Contingency filtering techniques for preventive security-constrained optimal power flow [J].
Capitanescu, Florin ;
Glavic, Mevludin ;
Ernst, Damien ;
Wehenkel, Louis .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) :1690-1697
[8]   Improving the statement of the corrective security-constrained optimal power-flow problem [J].
Capitanescu, Florin ;
Wehenkel, Louis .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (02) :887-889
[9]   Critical review of recent advances and further developments needed in AC optimal power flow [J].
Capitanescu, Florin .
ELECTRIC POWER SYSTEMS RESEARCH, 2016, 136 :57-68
[10]   Optimal Transmission Overloads Mitigation Following Disturbances in Power Systems [J].
Che, Liang ;
Liu, Xuan ;
Shuai, Zhikang .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (05) :2592-2604