Prediction of weather-related failures of overhead distribution feeders

2004 International Conference on Probabilistic Methods Applied to Power Systems

Volumn , Issue , 2004, Pages 959-962

  Zhou, Yujia ^a   Pahwa, Anil ^a   Das, Sanjoy ^a  

^a NONE

Author keywords

Bayesian networks; Failures prediction; Linear regression; Overhead distribution feeders; Weather

Indexed keywords

COMPUTER SIMULATION; CURRENT LIMITING REACTORS; ELECTRIC POWER SYSTEMS; FAILURE ANALYSIS; MATHEMATICAL MODELS; METEOROLOGICAL PROBLEMS; PROBABILITY DISTRIBUTIONS; REGRESSION ANALYSIS; WIND EFFECTS;

BAYESIAN NETWORKS; FAILURES PREDICTION; LINEAR REGRESSION; OVERHEAD DISTRIBUTION FEEDERS; WEATHER;

ELECTRIC POWER DISTRIBUTION;

EID: 14544288243     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. th North American Power Symposium, Arizona State University, Tempe, AZ, Oct. 2002.
2. th North American Power Symposium, University of Missouri, Rolla, MO, Oct. 2003.
3. C. W. Williams, "Weather Normalization of Power System Reliability Indices," Proceedings of IEEE PES T&D Conference and Expo, Dallas, TX, Sept. 2003.
4. J. Neter, M. Kutner, W. Wasserman and Chris Nachtsheim, Applied Linear Statistical Models, R.D. Irwin, 4th edition, February 1, 1996.
5. J. Pearl, Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, Morgan Kaufmann, 1988
6. J. Pearl, Causality: Models, Reasoning and Inference. Cambridge Univ. Press, 2002
7. D. Heckerman, A tutorial on learning with Bayesian networks, M.Jordan, editor, Learning in Graphical Models, MIT Press, 1998.
8. Kelvin Murphy, "The Bayes Net Toolbox for Matlab", Computing Science and Statistics, vol 33, 2001.