Neural network based multi-dimensional feature forecasting for bad data detection and feature restoration in power systems

2006 IEEE Power Engineering Society General Meeting, PES

Volumn , Issue , 2006, Pages

  Teeuwsen, S P ^a,b,c   Erlich, I ^a,b   El Sharkawi, M A ^d  

^a IEEE   (Germany)

^b UNIVERSITY OF DUISBURG ESSEN   (Germany)

^c Siemens PTD Erlangen ^*  (Germany)

^d UNIVERSITY OF WASHINGTON   (United States)

Author keywords

Bad data detection and restoration; Interconnected power systems; Measurements; Neural networks; Optimization; State estimation

Indexed keywords

BAD DATA DETECTION; BAD DATA DETECTION AND RESTORATION; ONLINE MEASUREMENTS;

DATA REDUCTION; ELECTRIC POWER SYSTEM INTERCONNECTION; NEURAL NETWORKS; OPTIMIZATION; PROBLEM SOLVING; STATE ESTIMATION;

ELECTRIC LOAD FORECASTING;

EID: 35348909642     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. F.C. Schweppe, J. Wildes, "Power system static state estimation, Part I: Exact model", IEEE Tans. Power Appar. Syst. 89, 1970
3. S.P. Teeuwsen, I. Erlich, M.A. El-Sharkawi, "Fast Eigenvalue Assessment for Large Interconnected Powers Systems", IEEE PES General Meeting, San Francisco, USA, June 12-16, 2005
4. S.P. Teeuwsen, I. Erlich, M.A. El-Sharkawi, "Small-Signal Stability Assessment for large Power Systems using Computational Intelligence", IEEE PES General Meeting, San Francisco, USA, June 12-16, 2005
5. S.P. Teeuwsen, Oscillatory Stability Assessment of Power Systems using Computational Intelligence, Aachen, Shaker, 2005
6. S.P. Teeuwsen, I. Erlich, M.A. El-Sharkawi, "Robust Oscillatory Stability Assessment for Large Interconnected Power Systems", IEEE PES General Meeting, Denver, USA, June 6-10, 2004
7. S.P. Teeuwsen, I. Erlich, M.A. El-Sharkawi, "Neural Network based Classification Method for Small-Signal Stability Assessment", IEEE PowerTech, Bologna, Italy, June, 2003
8. P. Kundur, Power System Stability and Control, McGraw-Hill, New York, 1994
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10. R.D. Reed and R.J. Marks, II, Neural Smithing, MIT Press, Cambridge, Mass., 1999