Charging demand of plug-in electric vehicles: Forecasting travel behavior based on a novel rough artificial neural network approach H Jahangir, H Tayarani, A Ahmadian, MA Golkar, J Miret, M Tayarani, ... Journal of cleaner production 229, 1029-1044, 2019 | 187 | 2019 |
Deep learning-based forecasting approach in smart grids with microclustering and bidirectional LSTM network H Jahangir, H Tayarani, SS Gougheri, MA Golkar, A Ahmadian, A Elkamel IEEE Transactions on Industrial Electronics 68 (9), 8298-8309, 2020 | 180 | 2020 |
A novel electricity price forecasting approach based on dimension reduction strategy and rough artificial neural networks H Jahangir, H Tayarani, S Baghali, A Ahmadian, A Elkamel, MA Golkar, ... IEEE Transactions on Industrial Informatics 16 (4), 2369-2381, 2019 | 153 | 2019 |
Optimal bidding strategy of a virtual power plant in day-ahead energy and frequency regulation markets: A deep learning-based approach S Sadeghi, H Jahangir, B Vatandoust, MA Golkar, A Ahmadian, A Elkamel International Journal of Electrical Power & Energy Systems 127, 106646, 2021 | 134 | 2021 |
Short-term wind speed forecasting framework based on stacked denoising auto-encoders with rough ANN H Jahangir, MA Golkar, F Alhameli, A Mazouz, A Ahmadian, A Elkamel Sustainable Energy Technologies and Assessments 38, 100601, 2020 | 108 | 2020 |
Plug-in electric vehicle behavior modeling in energy market: A novel deep learning-based approach with clustering technique H Jahangir, SS Gougheri, B Vatandoust, MA Golkar, A Ahmadian, ... IEEE Transactions on Smart Grid 11 (6), 4738-4748, 2020 | 107 | 2020 |
Optimal participation of a virtual power plant in electricity market considering renewable energy: A deep learning-based approach SS Gougheri, H Jahangir, MA Golkar, A Ahmadian, MA Golkar Sustainable Energy, Grids and Networks 26, 100448, 2021 | 62 | 2021 |
A deep-learning-based solution for securing the power grid against load altering threats by IoT-enabled devices H Jahangir, S Lakshminarayana, C Maple, G Epiphaniou IEEE Internet of Things Journal 10 (12), 10687-10697, 2023 | 41 | 2023 |
Data‐driven detection and identification of IoT‐enabled load‐altering attacks in power grids S Lakshminarayana, S Sthapit, H Jahangir, C Maple, HV Poor IET Smart Grid, 2022 | 33 | 2022 |
Optimal charging of plug-in electric vehicle: Considering travel behavior uncertainties and battery degradation H Tayarani, H Jahangir, R Nadafianshahamabadi, M Aliakbar Golkar, ... Applied Sciences 9 (16), 3420, 2019 | 28 | 2019 |
A novel cross-case electric vehicle demand modeling based on 3D convolutional generative adversarial networks H Jahangir, SS Gougheri, B Vatandoust, MA Golkar, MA Golkar, ... IEEE Transactions on Power Systems 37 (2), 1173-1183, 2021 | 23 | 2021 |
Optimal design of stand-alone microgrid resources based on proposed Monte-Carlo simulation H Jahangir, A Ahmadian, MA Golkar 2015 IEEE Innovative Smart Grid Technologies-Asia (ISGT ASIA), 1-6, 2015 | 23 | 2015 |
Economic assessment of multi-operator virtual power plants in electricity market: A game theory-based approach SS Gougheri, M Dehghani, A Nikoofard, H Jahangir, MA Golkar Sustainable Energy Technologies and Assessments 53, 102733, 2022 | 19 | 2022 |
Unit commitment with price demand response based on game theory approach SS Gougheri, H Jahangir, MA Golkar, A Moshari 2019 International Power System Conference (PSC), 234-240, 2019 | 16 | 2019 |
Multi-objective sizing of grid-connected micro-grid using Pareto front solutions H Jahangir, A Ahmadian, MA Golkar 2015 IEEE Innovative Smart Grid Technologies-Asia (ISGT ASIA), 1-6, 2015 | 12 | 2015 |
Why electric vehicles? H Jahangir, MA Golkar, A Ahmadian, A Elkamel Electric Vehicles in Energy Systems: Modelling, Integration, Analysis, and …, 2020 | 8 | 2020 |
Charge Manipulation Attacks Against Smart Electric Vehicle Charging Stations and Deep Learning-based Detection Mechanisms H Jahangir, S Lakshminarayana, HV Poor IEEE Transactions on Smart Grid, 2024 | 7 | 2024 |
Optimal design of standalone micro-grid considering reliability and investment costs H Jahangir, A Ahmadian, M Aliakbar-Golkar, M Fowler, A Elkamel CIRED Workshop 2016, 1-4, 2016 | 5 | 2016 |
Plug-in electric vehicles demand modeling in smart grids: a deep learning-based approach: wip abstract H Jahangir, C Konstantinou Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical …, 2021 | 4 | 2021 |
Artificial intelligence-based approach for electric vehicle travel behavior modeling H Jahangir, MA Golkar, A Ahmadian, A Elkamel Electric Vehicles in Energy Systems: Modelling, Integration, Analysis, and …, 2020 | 4 | 2020 |