Hamidreza Jahangir

Deep Learning-Based Forecasting Approach in Smart Grids With Microclustering and Bidirectional LSTM Network

Hamidreza Jahangir, Hanif Tayarani, Saleh Sadeghi Gougheri et al. · IEEE Transactions on Industrial Electronics · 2020 · 192 citations

Forecasting Methodology, Engineering, Machine Learning +17

Charging demand of Plug-in Electric Vehicles: Forecasting travel behavior based on a novel Rough Artificial Neural Network approach

Hamidreza Jahangir, Hanif Tayarani, Ali Ahmadian et al. · Journal of Cleaner Production · 2019 · 181 citations · Full text

Electrical Engineering, Engineering, Energy Management +8

Optimal bidding strategy of a virtual power plant in day-ahead energy and frequency regulation markets: A deep learning-based approach

Saleh Sadeghi Gougheri, Hamidreza Jahangir, Behzad Vatandoust et al. · International Journal of Electrical Power & Energy Systems · 2020 · 152 citations

Power Market, Engineering, Smart Grid +8

A Novel Electricity Price Forecasting Approach Based on Dimension Reduction Strategy and Rough Artificial Neural Networks

Hamidreza Jahangir, Hanif Tayarani, Sina Baghali et al. · IEEE Transactions on Industrial Informatics · 2019 · 134 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16

Plug-in Electric Vehicle Behavior Modeling in Energy Market: A Novel Deep Learning-Based Approach With Clustering Technique

Hamidreza Jahangir, Saleh Sadeghi Gougheri, Behzad Vatandoust et al. · IEEE Transactions on Smart Grid · 2020 · 112 citations · Full text