Short-Term Fuzzy Load Forecasting Model Using Genetic–Fuzzy and Ant Colony–Fuzzy Knowledge Base Optimization

Short-Term Fuzzy Load Forecasting Model Using Genetic–Fuzzy and Ant Colony–Fuzzy Knowledge Base Optimization

The estimation of hourly electricity load consumption is highly important for planning short-term supply–demand equilibrium in sources and facilities. Studies of short-term load forecasting in the literature are categorized into two groups: classical conventional and artificial intelligenc...

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Bibliographic Details
Main Authors: Murat Luy, Volkan Ates, Necaattin Barisci, Huseyin Polat, Ertugrul Cam
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Applied Sciences
Subjects:
short-term load forecasting
fuzzy logic
genetic algorithm
artificial intelligence
ant colony optimization
Online Access:http://www.mdpi.com/2076-3417/8/6/864

Internet

http://www.mdpi.com/2076-3417/8/6/864

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