A combination approach based on a novel data clustering method and Bayesian recurrent neural network for day-ahead price forecasting of electricity markets
Ghayekhloo, M., Azimi, R., Ghofrani, M., Menhaj, M.B., Shekari, E.
Published in Electric power systems research (01.03.2019)
Published in Electric power systems research (01.03.2019)
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Journal Article
An automated approach for optimal design of prestressed concrete slabs using PSOHS
Talaei, A. S., Nasrollahi, A., Ghayekhloo, M.
Published in KSCE journal of civil engineering (01.03.2017)
Published in KSCE journal of civil engineering (01.03.2017)
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Journal Article
Hybrid time series-bayesian neural network short-term load forecasting with a new input selection method
Ghofrani, M., West, K., Ghayekhloo, M.
Published in 2015 IEEE Power & Energy Society General Meeting (01.07.2015)
Published in 2015 IEEE Power & Energy Society General Meeting (01.07.2015)
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Conference Proceeding
A hybrid short-term load forecasting with a new data preprocessing framework
Ghayekhloo, M., Menhaj, M.B., Ghofrani, M.
Published in Electric power systems research (01.02.2015)
Published in Electric power systems research (01.02.2015)
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Journal Article
K-means clustering with a new initialization approach for wind power forecasting
Ghofrani, M., de Rezende, Maike, Azimi, R., Ghayekhloo, M.
Published in 2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) (01.05.2016)
Published in 2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) (01.05.2016)
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Conference Proceeding
Journal Article
A framework for transmission-related applications of energy storage systems for wind power integration
Ghofrani, M., Arabali, A., Ghayekhloo, M.
Published in 2014 IEEE PES General Meeting | Conference & Exposition (01.07.2014)
Published in 2014 IEEE PES General Meeting | Conference & Exposition (01.07.2014)
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Conference Proceeding
Hybrid clustering-time series-bayesian neural network short-term load forecasting method
Ghofrani, M., Carson, D., Ghayekhloo, M.
Published in 2016 North American Power Symposium (NAPS) (01.09.2016)
Published in 2016 North American Power Symposium (NAPS) (01.09.2016)
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Conference Proceeding
A novel data mining method for high accuracy solar radiation forecasting
Ghofrani, M., Niromand, N., Azimi, R., Ghayekhloo, M.
Published in 2017 North American Power Symposium (NAPS) (01.09.2017)
Published in 2017 North American Power Symposium (NAPS) (01.09.2017)
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Conference Proceeding
A modified game theoretic self-organizing map for wind speed forecasting
Ghofrani, M., Mulcare, J., Suherli, A., Ghayekhloo, M.
Published in 2017 IEEE Power and Energy Conference at Illinois (PECI) (01.02.2017)
Published in 2017 IEEE Power and Energy Conference at Illinois (PECI) (01.02.2017)
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Conference Proceeding