Artificial intelligence techniques in power systems

Artificial intelligence techniques in power systems

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Since the early to mid 1980s much of the effort in power systems analysis has turned away from the methodology of formal mathematical modelling which came from the fields of operations research, control theory and numerical analysis to the less rigorous techniques of artificial intelligence (AI). Today the main AI techniques found in power systems applications are those utilising the logic and knowledge representations of expert systems, fuzzy systems, artificial neural networks (ANN) and, more recently, evolutionary computing. These techniques will be outlined in this chapter and the power system applications indicated.

Inspec keywords: expert systems; knowledge representation; fuzzy systems; evolutionary computation; power system analysis computing; neural nets

Other keywords: expert systems; logic representations; power systems analysis; artificial neural networks; formal mathematical modelling; fuzzy systems; knowledge representations; control theory; numerical analysis; artificial intelligence techniques; evolutionary computing; operations research

Subjects: Power systems

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