A Data Mining Approach for Real-time Corrective Switching

被引：0

作者：

Shi, Jiaying ^{[1
]}

Oren, Shmuel S. ^{[1
]}

机构：

[1] Univ Calif Berkeley, Dept Ind Engn & Operat Res, Berkeley, CA 94720 USA

来源：

2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING | 2015年

关键词：

Power system; corrective switching; contingency; corrective control;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Corrective transmission switching can improve the flexibility of power system. To avoid the computational complexity, a data mining approach for real-time corrective switching is proposed in this paper. A factorized expression that measures the approximate switching effects is first derived. The expression can be utilized to generate candidate transmission switching lists. Based on the factorized expression, an algorithm is proposed. The algorithm can be used to generate rank list of candidate switching actions. Since the algorithm bypasses the need to solve complex mixed integer optimization problems, it can provide candidate switching actions for real-time corrective control efficiently. The validity of the presented approach is demonstrated by tests conducted on IEEE RTS96 system.

引用

页数：5

共 50 条

[41] Implementation of a Distance Protection Scheme using Real-Time Digital Simulator [J].

Krishnamurthy, S. ;

Van Wyk, C. W. .

PROCEEDINGS OF THE 13TH CONFERENCE ON THE INDUSTRIAL AND COMMERCIAL USE OF ENERGY, 2015, :299-305

[42] A PMU-based real-time estimation of voltage stability and margin [J].

Mandoulidis, Panagiotis ;

Vournas, Costas .

ELECTRIC POWER SYSTEMS RESEARCH, 2020, 178

[43] A real-time monitor framework for static voltage stability of power system [J].

Zhao, Jinli ;

Yu, Yixin ;

Li, Huiling ;

Jia, Hongjie ;

He, Nanqiang ;

Tang, Zhiyu ;

Zhang, Yiming ;

Fu, Hongjun .

TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, :552-+

[44] Data network traffic analysis and optimization strategy of real-time power grid dynamic monitoring system for wide-frequency measurements [J].

Li, Jinsong ;

Liu, Hao ;

Li, Wenzhuo ;

Bi, Tianshu ;

Zhao, Mingyang .

GLOBAL ENERGY INTERCONNECTION-CHINA, 2022, 5 (02) :131-142

[45] A study on the data visualization for real time power system operation [J].

Chog, Yoon-Sung ;

Joung, Jinyoung .

Transactions of the Korean Institute of Electrical Engineers, 2013, 62 (10) :1361-1367

[46] A New Intelligent Agent-Based AGC Design With Real-Time Application [J].

Bevrani, Hassan ;

Daneshfar, Fatemeh ;

Hiyama, Takashi .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2012, 42 (06) :994-1002

[47] Optimization of a Fuzzy Automatic Voltage Controller Using Real-Time Recurrent Learning [J].

Espitia, Helbert ;

Machon, Ivan ;

Lopez, Hilario .

PROCESSES, 2021, 9 (06)

[48] Load Frequency Control and Real-Time Pricing with Stochastic Model Predictive Control [J].

Yanagiya T. ;

Okajima Y. ;

Hashimoto T. ;

Ohtsuka T. .

SICE Journal of Control, Measurement, and System Integration, 2020, 13 (05) :215-224

[49] Real-time stability enhancement based on neural fuzzy networks and genetic algorithms [J].

Farah, Anouar ;

Guesmi, Tawfik ;

Abdallah, Hsan Hadj ;

Ouali, Abderrazak .

2013 10TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2013,

[50] Development of System Integrity Protection Scheme for Real-time Protection of an Overloading Feeder [J].

Dahal, Sudarshan ;

Paudyal, Sumit .

2019 9TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES), 2019,

← 1 2 3 4 5 →