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《Automation of Electric Power Systems》 2004-15
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ANN INJECTION FEATURES OPTIMIZATION OF DYNAMIC SECURITY ANALYSIS BASED ON DECISION TABLES-ROUGH SET THEORY

Yan Yu, Liu Tianqi(Sichuan University, Chengdu 610065, China)  
An ANN injection features optimization method of dynamic security analysis is presented. It combines optimal feature subset of decision tables with element discretization of rough-set. Based on the relatively high accuracy of running point' s classification and stability margins computation, the feature elements are selected from the lager dimensions injections and regarded as ANN injection features. So the number of the injection features can be reduced, and the "dimensions misfortune" problem caused by application of ANN dynamic security regions method to bulk power system is solved. The validity of the method is proved by simulation on PSASP EPRI-36 test system.
【CateGory Index】: TM712;TP183
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【References】
Chinese Journal Full-text Database 2 Hits
1 Zhou Weijing(Sichuan University);On Line Imitating Tansient Stability Margin Based on Optimized LS SVM of Practical Dynamic Security Regions in Power System[J];Electrotechnical Application;2007-05
2 WANG Tong-wen,GUAN Lin,ZHANG Yao(College of Electric Power,South China University of Technology,Guangzhou 510640,Guangdong Province,China);A Survey on Application of Artificial Intelligence Technology in Power System Stability Assessment[J];Power System Technology;2009-12
【Citations】
Chinese Journal Full-text Database 5 Hits
1 Zhang Qi1 ,H an Zhenxiang1 ,S.K.Tso2 ,Gu Xueping3 1. Zhejiang U niversity,Hangzhou 310 0 2 7,China 2 .City U niversity of Hong Kong,Hong Kong,China 3.North China Electric Power University,Baoding0 710 0 3,China;INPUT DIMENSION REDUCTION IN NEURAL NETWORK TRAINING FOR TRANSIENT STABILITY ASSESSMENT[J];Automation of Electric Power Systems;2001-02
2 Zeng Yuan l, Fan Jichaol, Yu Yixinl, Lu Fang', Huang Yaogui'(1. Tianjin University, T.ianjin 300072, China)(2. Central China Electric Power Systems Group, Wuhan 430000, China);PRACTICAL DYNAMIC SECURITY REGIONS OF BULK POWER SYSTEMS[J];Automation of Electric Power Systems;2001-16
3 Yan Yu, Liu Tianqi (Sichuan University, Chengdu 610065, China);ANN BASED DYNAMIC SECURITY REGIONS OF DYNAMIC SECURITY ANALYSIS OF POWER SYSTEM[J];Automation of Electric Power Systems;2003-23
4 Pan Tao Zhao Weidong Sheng Zhaohan (College of Economics and Management, Southeast University, Nanjing 210096);Optimal Feature Subset Selection of Decision Tables[J];Journal of Southeast Univwrsity(Natural Science Edition);2000-05
5 Hong Jiarong(Dept. of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150006);THE EXTENSION MATRIX THEORY OF LEARNING FROM EXAMPLES[J];Chinese Journal of Computers;1991-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Cheng-peng(Wuhan University, Wuhan 430072, China);Power System Stability Control Based On On-off Control of Active Loads[J];;2005-01
2 Sun Lixin;Luo Gaoping;Zhang Yimei(Harbin Institute of Engineering, Harbin, 150008;City Building Company of Longgang District of Shenzhen, Shenzhen;Harbin Normal University, Harbin, 150080);Remote Sensing Image Classification Based on Inductive Learning[J];ENGINEERING OF SURVEYING AND MAPPING;1998-03
3 CAI Guo-wei,DONG Li-meng,LIU Tao,XIE Dong-yan (The Department of Electric Power Engineering,North-East China Institute of Electric Power Engineering,Jlin City,132012);The Application of Branch Transient Potential Energy Method to Study Multi-Swing & Multi-Groups Transient Stability[J];Journal of Northeast China Institute of Electric Power Engineering(Natural Science Edition);2004-01
4 Liu Huaidong1 Tang Xiaoling1 Gao Tianliang2 Hao Huizhen1 (1.Key Laboratory of Power System Simulation and Control of Ministry of Education Tianjin University Tianjin 300072 China 2.Yantai Dongfang Electronics Information Industry Group Co. Ltd Yantai 264000 China);An Improved Analytical Method for Determining Dynamic Security Region of Electrical Power Systems Based on Generator Coherency[J];Transactions of China Electrotechnical Society;2008-04
5 Lu Jinling Zhu Yongli Zhao Hongshan Liu Yan(North China Electric Power University Baoding 071003 China);Power System Transient Stability Assessment Based on Boosting Bayesian Classifier[J];Transactions of China Electrotechnical Society;2009-05
6 Zhou Weijing(Sichuan University);On Line Imitating Tansient Stability Margin Based on Optimized LS SVM of Practical Dynamic Security Regions in Power System[J];Electrotechnical Application;2007-05
7 Gamalihan·Kumash,HU Li-qiang(College of Electric Engineering,Xinjiang University,Urumqi 830008,China);Experimental Study on Power System Stabilizer[J];Electric Power Construction;2007-10
8 FANG Yi1,WANG Jian2,WANG Xiao-ru1(1.Southwest Jiaotong University,Chengdu 610031,China;2.Tsinghua University,Beijing 100084,China);Association Rule Mining for Power System Transient Stability Evaluation[J];Electric Power Construction;2008-02
9 YIN Jian, XUE Fei, CHEN Yun-ping (Wuhan University, Wuhan 430072, China);Application of Grouping Theory in Forecast and Control of Transient Stability of Power Systems[J];Information On Electric Power;2002-01
10 Yu Yixin, Wang Yaoyu(Tianjin University)Chen Desheng, Zhao Guogang, Zheng Weihong (Tianjin Electric Utility);A SUPERIOR ELECTRIC POWER SYSTEM STATE ESTIMATION METHOD: HACHTEL METHOD AND ITS IMPLEMENTATION[J];Automation of Electric Power Systems;1993-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CAO Zheng-bin, CHEN Wen-kai (College cf Electronic Information & Control Engineering, Beijing Polytechnic University, Beijing 100022, China );Constructing Fault Diagnosis Expert System with Visual C_(+ +)[J];Journal of Beijing Polytechnic University;2001-03
2 WANG Jin-liang~1,MEI Sheng-wei~2,LU Qiang~2,F F WU~3,KOK-LAY TEO~4(1.LIMB of the Ministry of Eduation,Dept. of Mathematics, Beijing University of Aeronaut and Astronaut, Beijing 100083, China;2.Dept. of Electrical Engineering, Tsinghua University, Beijing 100084,China;3.Dept. of Electrical & Electronic Engineering, Hong Kong University, Hong Kong,China;4.Dept of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong,China);Visualization of security stability regions and computation of bifurcations of power systems[J];Journal of Changchun Post and Telecommunication Institute;2004-04
3 Liu Jia,Wei Caiqiao,Wang Xibin (School of Mechanical and Vehicle Engineering, Beijing Institute of Technology,Beijing 100081);Application Study of Rough Comprehensive Evaluation Method in Green Manufacturing Evaluation[J];Chongqing Environmental Science;2003-12
4 WU Rong (Sichuan Fire College,Chengdu 610066,China);Fire Alarm System Based on Information Fusion Technology[J];Telecommunication Engineering;2004-04
5 Guo Zhizhong;Zhu Wendong;Liu Zhuo;Chen Xueyun(Harbin Institute of Technology)Xia Daozhi(Xi'an Jiaotong University)Zhang Kui(Heilongjiang Power Dispatch Bureau);Fast Judgement of Power System Transient Stability by Time Domain Simulation[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1994-03
6 Wang Fangzong, He Yangzan, Chen Deshu (Huazhong University of Science & Technology, Wuhan);ARTIFICIAL NEURAL NETWORK BASED ESTIMATION OF POWER SYSTEM TRANSIENT SECURITY REGION[J];Automation of Electric Power Systems;1993-04
7 Yu Jilai. Guo Zhizhong, Liu Zhuo (Harbin Institute of Technology. 150001 Harbin. China)Zhang Kui (Heilongjiang Electric Power Dispatching Bureau. 150001. Harbin. China);COMPUTATlON METHOD OF TRANSIENT STABILITY BASED ON THE COMMON CHARACTERISTIC OF PHASE SHIFTERS AND THE EXPANSION OF HIGH ORDER TAYLOR SERIES[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1998-02
8 Fang Yongjie; Fan Wentao; Chen Yonghong; Zhu Kun; Sun Guanghui; Xue Yusheng;(Nanjing Automation Research Institute. 210003. Nanjing. China);AN ON-LINE TRANSIENT STABILITY CONTROL SYSTEM OF LARGE POWER SYSTEMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-01
9 He Renm u⑿ Zhou W en⒉ North China Electric Pow er University⒙100085⒙ Beijing⒙ China⒕;THE CLUSTER AND SYNTHESIS OF ELECTRIC POWER SYSTEM LOAD MODELS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-19
10 Yu Yixin(Tianjin University, 300072, Tianjin, China);REVIEW ON VOLTAGESTABILITY STUDIES[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-21
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 Zhou Weijing(Sichuan University);On Line Imitating Tansient Stability Margin Based on Optimized LS SVM of Practical Dynamic Security Regions in Power System[J];Electrotechnical Application;2007-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Guan Linl, S. K. Tso2(l. South China University of Technology, Guangzhou 510640. China)(2. City University of Hong Kong. Hong Kong, China);COMBINATION OF HEURISTIC REASONING AND ANN TO REALIZE ON-LINETRANSIENT STABILITY ASSESSMENT IN LARGE SCALE POWER SYSTEMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
2 LuZhilai,Zhang Baohui,H a H engxu Xi'an Jiaotong University,Xi'an71 0 0 4 9,China;INTEGRATION OF FUZZY SET THEORY AND TAYLOR SERIESEXPANSIONS FOR CONTINGENCY SCREENING OF TRANSIENT STABILITY ASSESSMENT[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-22
3 Zhang Qi1 ,H an Zhenxiang1 ,S.K.Tso2 ,Gu Xueping3 1. Zhejiang U niversity,Hangzhou 310 0 2 7,China 2 .City U niversity of Hong Kong,Hong Kong,China 3.North China Electric Power University,Baoding0 710 0 3,China;INPUT DIMENSION REDUCTION IN NEURAL NETWORK TRAINING FOR TRANSIENT STABILITY ASSESSMENT[J];Automation of Electric Power Systems;2001-02
4 Zeng Yuan l, Fan Jichaol, Yu Yixinl, Lu Fang', Huang Yaogui'(1. Tianjin University, T.ianjin 300072, China)(2. Central China Electric Power Systems Group, Wuhan 430000, China);PRACTICAL DYNAMIC SECURITY REGIONS OF BULK POWER SYSTEMS[J];Automation of Electric Power Systems;2001-16
5 Tian Lijun, Lu Yuping, Chen Heng (Southeast University, 210096,Nanjing,China);A NEW ALGORITHM FOR FAST DIGITAL PROTECTION[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1997-03
6 Feng Fei;Yu Yixin Tianjin Univerity;DIFFERENTIAL TOPOLOGICAL CHARACTERIZATIONS OF THE DYNAMI SECURITY REGION OF POWER SYSTEMS[J];Proceedings of Electric Power System and Automation;1991-01
7 Zhu Ming, Wang Junpu, and Cai Qingsheng (Department of Automation,University of Science & Technology of China,Hefei 230027);AN ALGORITHM FOR THE OPTIMAL FEATURE SUBSET SELECTION[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1998-09
8 Hong Jiarong(Harbin Institute of Technology);LEARNING FROM EXAMPLES AND A MULTI-PURPOSE LEARNING SYSTEM AE5[J];Chinese Journal of Computers;1989-02
9 Hong Jiarong(Dept. of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150006);THE EXTENSION MATRIX THEORY OF LEARNING FROM EXAMPLES[J];Chinese Journal of Computers;1991-06
10 CHEN Bin; HONG Jiarong; WANG Yadong(Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001);THE PROBLEM OF FINDING OPTIMAL SUBSET OF FEATURES[J];Chinese Journal of Computers;1997-02
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