Browsing by Author "Tayarani, Hanif"

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A novel electricity price forecasting approach based on dimension reduction strategy and rough artificial neural networks

Jahangir, Hamidreza; Tayarani, Hanif; Baghali, Sina; Ahmadian, Ali; Elkamel, Ali; Golkar, Masoud Aliakbar; Castilla Fernández, Miguel (2020-04-01)
Article
Open Access
An accurate electricity price forecasting (EPF) plays a vital role in the deregulated energy markets and has a specific effect on optimal management of the power system. Considering all the potent factors in determining ...
Charging demand of Plug-in Electric Vehicles: Forecasting travel behavior based on a novel Rough Artificial Neural Network approach

Jahangir, Hamidreza; Tayarani, Hanif; Ahmadian, Ali; Golkar, Masoud Aliakbar; Miret Tomàs, Jaume; Tayarani, Mohammad; Gao, H. Oliver (2019-08-20)
Article
Open Access
The market penetration of Plug-in Electric Vehicles (PEVs) is escalating due to their energy saving and environmental benefits. In order to address PEVs impact on the electric networks, the aggregators need to accurately ...