Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Electric Power Science and Technology》 2007-03
Add to Favorite Get Latest Update

Survey on applications of data mining in power system

CHEN Xing-ying,ZHANG Xiao-hua,QU Feng,LIU Hao-ming,ZHAO Bo(College of Electrical Engineering,Hohai University,Nanjing 210098,Jiangsu Province,China)  
Power systems are currently facing an explosive growth of data.Data mining(DM) technology plays an important role to obtain more and underlying rules or knowledge from database.Techniques and applications of DM are presented in the paper,cross industry standard process date mining(CRISPDM) and primary approaches are described in detail.Overview of DM applications in power system are analyzed.Trends of their applications are also presented finally.
【Fund】: 高等学校博士学科点专项科研基金资助(20060294019)
【CateGory Index】: TM769
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 CHEN Hong-kun,HUANG Juan (School of Electrical Engineering,Wuhan University,Wuhan 430072,China);Data Mining and Its Application in Power Quality Analysis[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2009-05
【Citations】
Chinese Journal Full-text Database 10 Hits
1 Cao Yijia (Zhejiang University, Hangzhou 310027, China);APPLICATION OF PARALLEL GENETIC ALGORITHMS TO ECONOMIC DISPATCH ──Effects of Migration Strategy on Algorithms' Performances[J];Automation of Electric Power Systems;2002-13
2 Zhu Liuzhang, Yuan Lin, Huang Taigui (Dispatching & Communication Center of Anhui Electric Power Corp, Hefei 230061, China);APPLIED DATA MINING MODELS FOR SHORT-TERM LOAD FORECASTING[J];Automation of Electric Power Systems;2004-03
3 Shu Hongchun , Sun Xiangfei , Yu Jilai ( Kunming University of Science and Technology, Kunming 650051, China) ( Harbin Institute of Technology, Harbin 150001, China);A SURVEY ON THE APPLICATION OF ROUGH SET THEORY IN POWER SYSTEMS[J];Automation of Electric Power Systems;2004-03
4 Zhao Dongmei, Han Yue, Gao Shu (North China Electric Power University, Beijing 102206, China);NEW REDUCT ALGORITHM OF DECISION TABLE FOR ELECTRIC POWER GRID FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-04
5 Sun Yarning , Liao Zhiwei (Tianjin University, Tianjin 300072, China ) (South China University of Technology, Guangzhou 510640, China);A NEW DATA MINING APPROACH FOR FAULT DIAGNOSIS OFHV TRANSMISSION LINE SYSTEM BASED ON SEQUENCE OF EVENTSPart Two Simulation and Fault-tolerance Performance Analysis[J];Automation of Electric Power Systems;2004-05
6 Wang Peihong, Chen Qiang, Dong Yihua, Li Lin, Pan Pei (Southeast University, Nanjing 210096, China);DATA MINING AND ITS APPLICATION OF PERFORMANCE ANALYSIS IN THERMAL POWER UNITS[J];Automation of Electric Power Systems;2004-08
7 ZHANG Xiao-xing , CHENG Qi-yun , Zhou Quan , SUN Cai-xin ( Chongqing University, Chongqing 400044, China; Guiyang Shinan Power Supply Bureau, Guiyang 550002, China);Dynamic Intelligent Cleaning for Dirty Electric Load Data Based on Data Mining[J];Automation of Electric Power Systems;2005-08
8 WANG Zhi-yong, GUO Chuang-xin, CAO Yi-jia (Zhejiang University, Hangzhou 310027, China);Improved Case-based Reasoning for Short-term Load Forecasting[J];Automation of Electric Power Systems;2005-12
9 CHEN Hai-yan, CHEN Jin-fu, DUAN Xian-zhong Huazhong University of Science and Technology, Wuhan 430074, China;Fuzzy Modeling and Optimization Algorithm on Dynamic Economic Dispatch in Wind Power Integrated System[J];Automation of Electric Power Systems;2006-02
10 GUOChuang-xin, ZHU Chuan-bai, CAO Yi-jia, WU Xin (Zhejiang University, Hangzhou 310027, China);State of Arts of Fault Diagnosis of Power Systems[J];Automation of Electric Power Systems;2006-08
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIA De-xiang1,HAN Jing2(1.State Power Economic Research Institute,Beijing 100761;2.Maanshan Power Supply Company,Maanshan 243000,China);Volt/var Control in Distribution Systems Based on Modified Particle Swarm Optimization[J];Journal of Anhui Electrical Engineering Professional Technique College;2009-01
2 QIU Wen-jiao,PAN Xiao-hui(Dean’s Office,Southesat University,Nanjing 210096,Jiangsu,China);The Application of Data Mining in Educational Administration[J];Journal of Anhui University of Technology(Sociel Sciences);2005-03
3 ZHANG You-zhi,QIAN Meng,CHENG Yu-sheng(School of Computer & Information,Anqing Teachers' College,Anqing 246011,China);Research on Web Log Mining Method Based on Association Rule[J];Journal of Anqing Teachers College(Natural Science Edition);2006-01
4 Liu Keyan Li Yunhua(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Sheng Wanxing(China Electric Power Research Institute,Beijing,100085,China);Optimal research of distributed parallel genetic algorithm for reactive power optimization[J];Journal of Beijing University of Aeronautics and Astronautics;2008-01
5 WAN Hong-xin~1,PENG Yun~2,NIE Cheng-qi~2 (1.Department of Mathematics and Computer, Jiangxi Science & Technology Teachers' College, Nanchang 330013,China; 2.College of Computer Information Engineering ,Jiangxi Normal University ,Nanchang 330027,China);Association Rules Mining Strategy Based on Fuzzy Set and Rough Set[J];Journal of Jiangxi Normal University (Natural Sciences Edition);2005-01
6 QI Zheng-hua~1,REN Xun-yi~1,WANG Ru-chuan~(1,2)(1.Department of Computer Science and Technology,Nanjing University of Posts and Telecommunications,Nanjing 210003,P.R.China;2.State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093,P.R.China);Study on architecture of large-scale electric power based on grid computing[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2006-03
7 LI Xin-yu,FU Yan(College of Information Science & Technology,UESTC,Chengdu 610054,China);Clustering in scientific data mining based on grid and iterative method[J];Journal of Chengdu University of Information Technology;2006-03
8 YANG Zhao-min,LI Xin-yu(College of Computers,UESTC,Chengdu 610054,China);An improved clustering algorithm applied to scientific data mining[J];Journal of Chengdu University of Information Technology;2006-03
9 LI Xin-yu,FU Yan(College of Information Science & Technology,UESTC,Chengdu 610054,China);Improved K-mediods algorithm[J];Journal of Chengdu University of Information Technology;2006-04
10 CHEN Zhi-cheng a,WANG Chao b(a.Department of Mathematics;b.School of Machinery and Electricity,Henan Institute of Science and Technology,Xinxiang 453003,China);A New Knowledge Acquisition Approach in Continuous Information System[J];Journal of Chongqing Institute of Technology(Natural Science);2008-06
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Sheng-li1,REN Jun1,YI Jian-wei2,CHEN Zhang-liang3 (1. Yantai Dongfang Electronic Information Industry Inc.,Yantai 264000,China; 2. China Huadian Corporation,Beijing 100035,China; 3. Shandong Industry & Business Institute,Yantai 264005,China);Design and Realization of Comprehensive Information Platform for Power Plant Dispatching in Electricity Market[J];Electrical Equipment;2007-10
2 Liao Zhiwei, Sun Yaming (Tianjin University, Tianjin 300072. China);DATA MINING TECHNOLOGY AND ITS APPLICATION ON POWER SYSTEM[J];Automation of Electric Power Systems;2001-11
3 Ouyang Sen, Song Zhengxiang, Chen Degui, Wang Jianhua (Xi'an Jiaotong University, Xi'an 710049, China);APPLICATION OF WAVELET SOFT-THRESHOLD DE-NOISING TECHNIQUE TO POWER QUALITY DETECTION[J];Automation of Electric Power Systems;2002-19
4 Shu Hongchun , Sun Xiangfei , Yu Jilai ( Kunming University of Science and Technology, Kunming 650051, China) ( Harbin Institute of Technology, Harbin 150001, China);A SURVEY ON THE APPLICATION OF ROUGH SET THEORY IN POWER SYSTEMS[J];Automation of Electric Power Systems;2004-03
5 LI Tianyun,CHEN Changlei,CHENG Wangliu,LI Xiaochen(Northeast DianLi University,Jilin 132012,China);Application of Cross Validation in Power Quality De-noising[J];Automation of Electric Power Systems;2007-16
6 XIAO Jun1,ZHANG Jing1,ZHU Tao1,SHI Changkai1,ZHANG Haiping2(1.Tianjin University,Tianjin 300072,China;2.Huizhou Electric Power Corporation,Huizhou 516000,China);Analysis of Urban Power Load Based on Association Rules[J];Automation of Electric Power Systems;2007-17
7 MA Li,LIU Kaipei,LEI Xiao(Wuhan University,Wuhan 430072,China);Method of Localization Based on LS-SVM and Injected Currents Decomposability for Harmonic Sources[J];Automation of Electric Power Systems;2007-18
8 XIAO Shijie(State Grid Electric Power Research Institute,Nanjing 210003,China);Consideration of Technology for Constructing Chinese Smart Grid[J];Automation of Electric Power Systems;2009-09
9 ZHANG Zhe,CHEN Hong-kun(School of Electrical Engineering,Wuhan University,Wuhan 430072, China);Status and Development of Harmonic Source Identification[J];Proceedings of Electric Power System and Automation;2005-05
10 SHAO Ru-ping,HAN Zheng-wei,LIN Jin-guo (School of Automation,Nanjing University of Technology,Nanjing 210009,China);Analysis of Indexes of Power Quality[J];Proceedings of the Chinese Society of Universities for Electric Power System and Automation;2007-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wen Fushuan; Han Zhenxiang(Zhejiang University);Fault Section Estimation in Power Systems Using Simulated Evolution[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1994-02
2 Wen Fushuan Qian Yuanping Han Zhenxiang Tian Lei Shi Juewei Zhang Huaiyu (Zhejiang University);A Tabu Search Based Approach to Fault Section Estimation and State Identification of Unobserved Protective Relays in Power Systems Using Information from Protective Relays and Circuit Breakers[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-05
3 Yang Shibai (Xi' an Jiaotong University)Li Yangxu (Guangdong Electric Power Test and Research Institute, Guangzhou)Yi Changqing (North West China Electric Power Administration, Xi' an);A STUDY ON IMPROVING ACCURACY OF SHORT-TERM LOAD FORCASTING[J];Automation of Electric Power Systems;1993-05
4 Fu Ying, T. S. Chung(The Hong Kong Polytechnic University, Hong Kong, China);HYBRID NEURAL NETWORK APPROACH TO DYNAMIC VOLTAGE STABILITY ANALYSIS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
5 Ju Ping, Li Jingxia, Lu Xiaotao(1. Hobal University, Naming 210098, China)(2. Jingjiang Thermal Power Plant, Jingjiang 214500, China);GENETIC PROGRAMMING FOR POWER SYSTEM LOAD FORECASTING[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-11
6 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
7 Yu Yixin,Zhang Chongjian,Zhang H ongpeng Tianjin University,Tianjin30 0 0 72 ,China;SMALL AREA LAND- USE ANALYSISIN FUZZY SPATIAL LOAD FORECASTING Part One Principle[J];Automation of Electric Power Systems;2001-06
8 Zhang Dongying1 ,Zhong H uabing1 ,Yang Yihan1 ,Zhou Xiaoxin2 1.North China Electric Power University,Beijing 10 2 2 0 6 ,China 2 .Electrical Power Research Institute of China,Beijing10 0 0 85 ,China;SUBSTATION ALARM MESSAGE DEALING SYSTEM BASED ON ANN AND ES[J];Automation of Electric Power Systems;2001-09
9 Liao Zhiwei,Sun Yaming Tianjin University,Tianjin 30 0 0 72 ,China;A NEW DATA MINING APPROACH FOR FAULT DIAGNOSIS OF HIGH VOLTAGE TRANSMISSION LINE BASED ON ROUGH SET THEORY[J];Automation of Electric Power Systems;2001-15
10 He Rong1 ,Zeng Gang1 ,Yao Jiangang1 ,Qing Zhiwen2 ,Shen Xinxiang2 ,L iu Mingqing2 1.Hunan University,Changsha 410 0 82 ,China 2 .Hunan Province Changde Electrical Bureau,Changde 415 0 0 0 ,China;APPLICATION OF WEATHER SENSITIVITY NEURAL NETWORK MODEL IN SHORT-TERM LOAD FORECASTING ON AREA[J];Automation of Electric Power Systems;2001-17
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved