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  5. Forecasting and diagnostic recurrent neuro-fuzzy network in the problem of electric load monitoring

Forecasting and diagnostic recurrent neuro-fuzzy network in the problem of electric load monitoring

A.V. Babenko, Ye.V. Bodyanskiy, S.V. Popov, E.V. Slipchenko
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Specialized forecasting and diagnostic neuro-fuzzy network is considered, which is a generalization of a multilayer perceptron, recurrent Williams-Zipser network and forecasting multilayer neuro-fuzzy network. The corresponding learning and diagnostic algorithm is proposed. Such hybrid approach allows simultaneously to decide the tasks of short-term prognostication and control of consumption of electric energy.
Keywords: neuro-fuzzy network, prognostication of temporal rows, technical diagnostics