Electricity peak load forecasting using cgp based neuro evolutionary techniques

HIGHLIGHTS

  • who: Fred Drissen from the Centre for Intelligent Systems and Networks Research(CISNR), UET Peshawar have published the research work: Electricity Peak Load Forecasting using CGP based Neuro Evolutionary Techniques, in the Journal: (JOURNAL)
  • what: The models developed in this research have been tested and compared against previously proposed machine learning models. A comparison of the models with previously short term peak load forecasters greatly highlights the superior performance of the CGPANN models over previously proposed methodologies. This work proposes the use of Neuroevolutionary Cartesian Genetic Programming evolved Artificial_Neural_Networks for the purpose of daily peak . . .

     

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