Current situation and development of the methods on bad-data detection and identification of power system

Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control

Volumn 38, Issue 5, 2010, Pages

  Liu, Li ^a   Zhai, Deng Hui ^b   Jiang, Xin Li ^b  

^a SHENYANG INSTITUTE OF ENGINEERING   (China)

^b SHENYANG LIGONG UNIVERSITY   (China)

Author keywords

Bad data; Detection; Identification; Power system; State estimation

Indexed keywords

BAD DATA; CONVERGENCE EFFICIENCY; CURRENT SITUATION; DATA DETECTION; POWER SYSTEM STATE ESTIMATION; POWER SYSTEMS;

ESTIMATION; STATE ESTIMATION;

ELECTRIC POWER SYSTEMS;

EID: 77950991737     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (36)

1. M B Do Cutto Filho, et al. Bibliography on Power System State Estimation (1968-1989)[J]. IEEE Trans on Power System, 1990, 5(3).
2. Huang Shyh-Jier. Enhancement of Anomalous Data Mining in Power System Predicting-Aided State Estimation[J]. IEEE Trans on power Systems, 2004, 19(1): 610-619.
3. Baldick R, Clements K A, Pinjo-Dazigal Z, et al. Implementing Non-Quadratic Objective Functions for State Estimation and Bad Data Rejection[J]. IEEE Trans on Power Systems, 1997, 12(1).
4. LIU Hao. Hybrid Detection and Identification Method of Bad Data in State Estimation[J]. Electro Technical Journal, 1999, 11(6): 18-20(in Chinese).
5. ZHANG Hai-bo, LI Lin-chuan. A Hybrid Approach for Detection of Bad Data in Power System State Estimation[J]. Power System Technology, 2001, 25(10): 17-20(in Chinese).
6. Wu F F. Power System State Estimation: a Survey[J]. Electrical Power and System, 1990, 12(2).
7. XIANG Nian-de, WANG Shi-ying, YU Er-keng. The Estimation-Identification Approach of Bad Data in Power System State Estimation[J]. Journal of Tsinghua University, 1979, 19(4): 1-19(in Chinese).
8. MA Zhi-qiang. The System Observability and Bad Data Identification of the Re-estimation[J]. Power System Technology, 1979, 3(2): 66-79(in Chinese).
9. Mili L, Chenial M G, Rousseeuw P J. Robust State Estimation of Electrical Power Systems[J]. IEEE Transaction on Circuits and Systems(1): Fundamental Theory and Applications, 1994, 41(5).
10. Mili L, Chenial M G, Viachare N S, et al. Robust State Estimation Based on Project Statistic[J]. IEEE Trans on Power Systems, 1996, 11(2).
11. Holten L, Gjesvik A, Anm S, et al. Comparison of Different Methods for State Estimation[J]. IEEE Trans on Power Systems, 1988, 3(4).
12. Handschin E, Kliokys E. Transformer Tap Position Estimation and Bad Data Detection Using Dynamic Signal Modeling[J]. IEEE Trans on Power Systems, 1995, 10(2).
13. Celik M K, Abur Ali. A Robust WLAV State Estimator Using Transformations[J]. IEEE Trans on Power Systems, 1997, 12(1).
14. Charytoniuk W, Chen M S, Kotas P, et al. Demand Forecasting in Power Distribution Systems Using Nonparametric Probability Density Estimation[J]. IEEE Trans on Power Systems, 1999, 14(4): 1200-1206.
15. YU Er-Keng. State Estimation of Power System[M]. Beijing: Hydraulic and Electric Power Press, 1985(in Chinese).
16. LI Zhao-nian. Identification of Bad Data of Electric Power System State Estimation[J]. Journal of Qinghai University, Natural Science Edition, 2001, 19(1): 49-51(in Chinese).
17. LIU Hao. State Estimation and Detection and Identification of Power System[J]. Proceedings of the EPSA, 1999, 11(4): 36-38. (in Chinese).
18. LIU Hao, CUI Wei. The Detection and Identification Method of Bad Data Combined RN Detection and State Forecast[J]. Proceedings of the EPSA, 2001, 13(2): 39-43. (in Chinese).
19. Koglin H J, Neisius T. ßeißler G, et al. Bad Data Detection and Identification[J]. Electrical Power and Energy Systems, 1990, 12(2).
20. Zhang B M, LoKL. A Resursive Measurement Error Estimation Identification Method for Bad Data Analysis in Power system State Estimation[J]. IEEE Trans on Power and Systems, 1991, 6(1).
21. Vempati N, Shoults R R. Sequential Bad Data Analysis in State Estimation Using Orthogonal Transformation[J]. IEEE Trans on Power Systems, 1991, 6(1).
22. LIU Hao, LIU Yu-tian. The Application of Fuzzy Mathmatics at Bad Data Detection and Identifaction of State Estimation[J]. Proceedings of the EPSA, 1996, 8(3): 50-57 (in Chinese).
23. WEI Zhi-nong, ZHANG Yun-gang, ZHENG Yu-ping. The Application of ISODATA in the Bad Data Identification of the State Estimate of the Distribution Power System[J]. Journal of Hohai University, 2003, (2): 97-100(in Chinese).
24. DAI Xiao-hui, LI Min-qiang, KOU Ji-song. A Dynamic Clustering Method Based on Genetic Algorithms[J]. System Engineering Theory and Practice, 1999, 19(10): 108-116(in Chinese).
25. GAO Shan, SHAN Yuan-da. Advanced Genetic Algorithm Approach to Unit Commitment with Searching Optimization[J]. Proceedings of the CSEE, 2001, 21(3): 45-48(in Chinese).
26. WEI Zhi-nong, ZHANG Yun-gang, ZHENG Yu-ping. The Improvement of Measurement Suddenly-change Detection Method[J]. Proceedings of the CSEE, 2002, 22(6): 34-37(in Chinese).
27. Salehfar H, Zhao R. A Neutral Network Pre-estimation Filter for Bad Data Detection and Identification in Power System State Estimation[J]. Electric Power System Research, 1995, 34: 127-134.
28. Souza J C S, Leite da Silva A M, Alves da Silva A P. Information Debugging in Forecasting-Aided State Estimation using a Pattern Analysis Approach[A]. in: 12th PSCC[C]. Dresden: 1996. 1214-1220.
29. Tibshiriul R, Walther G, Hastie T. Estimating the Number of Clusters in a Dataset via the Gap Statistic[R]. Unpublished Technical Report: Stanford University, 2000.
30. Jeu H J. Min Lin. Enhancement of Power System Data Debugging Using GSA-based Data-mining Technique[J]. IEEE Trans on Power System, 2002, 17(11): 1022-1029.
31. ZHANG Bin. Application of GSA-based Data Mining for Identifying Bad Data of Power System[D]. Nanjing: Nanjing University of Science and Technology, 2003(in Chinese).
32. GE Cheng. Study of Power System Data Debugging Using GSA-based Data-mining Technique[D]. Nanjing: Nanjing University of Science and Technology, 2005(in Chinese).
33. YANG Wei, HU Jun, WU Jun-ji. The Identification Algorithm of Bad Data in Power System Based on GSA[J]. Relay, 2005, 33(22): 41-44(in Chinese).
34. WU Jun-ji, YANG Wei, GE Cheng, et al. Application of GSA-based Elbow Judgement on Bad-data Detection of Power System[J]. Proceedings of the CSEE, 2006, 26(22): 23-28(in Chinese).
35. Korres G N, Contaxis G L. A Reduced Model for Bad Data Processing in State Estimation[J]. IEEE Trans on Power Systems, 1991, 6(2).
36. GAO Li-jun, WANG Hui, ZHANG Wang. Research on Automatically Clustering Algorithm in Web Personalize Service[J]. Microelectronics and Computer, 2007(12)(in Chinese).