Classification of Underlying Causes of Power Quality Disturbances: Deterministic versus Statistical Methods

@article{Bollen2007ClassificationOU,
  title={Classification of Underlying Causes of Power Quality Disturbances: Deterministic versus Statistical Methods},
  author={Math H. J. Bollen and Irene Y. H. Gu and Peter G. V. Axelberg and Emmanouil Styvaktakis},
  journal={EURASIP J. Adv. Sig. Proc.},
  year={2007},
  volume={2007}
}
This paper presents the two main types of classification methods for power quality disturbances based on underlying causes: deterministic classification, giving an expert system as an example, and statistical classification, with support vector machines (a novel method) as an example. An expert system is suitable when one has limited amount of data and sufficient power system expert knowledge; however, its application requires a set of threshold values. Statistical methods are suitable when… CONTINUE READING

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