Intelligent damage classification and estimation in power distribution poles using unmanned aerial vehicles and convolutional neural networks MM Hosseini, A Umunnakwe, M Parvania, T Tasdizen IEEE Transactions on Smart Grid 11 (4), 3325-3333, 2020 | 64 | 2020 |
Artificial intelligence for resilience enhancement of power distribution systems MM Hosseini, M Parvania The Electricity Journal 34 (1), 106880, 2021 | 44 | 2021 |
Resilient operation of distribution grids using deep reinforcement learning MM Hosseini, M Parvania IEEE Transactions on Industrial Informatics 18 (3), 2100-2109, 2021 | 43 | 2021 |
Quantifying impacts of automation on resilience of distribution systems MM Hosseini, M Parvania IET Smart Grid 3 (2), 144-152, 2020 | 33 | 2020 |
Automated switching operation for resilience enhancement of distribution systems MM Hosseini, A Umunnakwe, M Parvania 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 19 | 2019 |
Toward self‐financed distribution automation development: time allocation of automatic switches installation in electricity distribution systems A Fereidunian, MM Hosseini, M Abbasi Talabari IET Generation, Transmission & Distribution 11 (13), 3350-3358, 2017 | 19 | 2017 |
Hierarchical combination of deep reinforcement learning and quadratic programming for distribution system restoration MM Hosseini, L Rodriguez-Garcia, M Parvania IEEE Transactions on Sustainable Energy 14 (2), 1088-1098, 2023 | 13 | 2023 |
Resilience analytics for interdependent power and water distribution systems L Rodriguez-Garcia, MM Hosseini, TM Mosier, M Parvania IEEE Transactions on Power Systems 37 (6), 4244-4257, 2022 | 12 | 2022 |
Hierarchical intelligent operation of energy storage systems in power distribution grids MM Hosseini, M Parvania IEEE Transactions on Sustainable Energy 14 (2), 741-750, 2022 | 11 | 2022 |
Real-time coordinated operation of power and autonomous electric ride-hailing systems A Bagherinezhad, MM Hosseini, M Parvania IEEE Transactions on Smart Grid 14 (3), 2214-2225, 2023 | 9 | 2023 |
On the feasibility guarantees of deep reinforcement learning solutions for distribution system operation MM Hosseini, M Parvania IEEE Transactions on Smart Grid 14 (2), 954-964, 2023 | 9 | 2023 |
Computationally efficient formulations for fault isolation and service restoration in distribution systems MM Hosseini, M Parvania 2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020 | 7 | 2020 |
Optimal defensive strategy for power distribution systems against relay setting attacks M Ganjkhani, MM Hosseini, M Parvania IEEE Transactions on Power Delivery 38 (3), 1499-1509, 2022 | 5 | 2022 |
Policy-driven planning of distribution automation, using mixed integer non-linear programming MM Hosseini, A Fereidunian, SMT Bathaee 2014 19th Conference on Electrical Power Distribution Networks (EPDC), 1-6, 2014 | 5 | 2014 |
SustainGym: Reinforcement learning environments for sustainable energy systems C Yeh, V Li, R Datta, J Arroyo, N Christianson, C Zhang, Y Chen, ... Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
On the verification of deep reinforcement learning solution for intelligent operation of distribution grids MM Hosseini, M Parvania | 3 | 2022 |
Real-Time Hierarchical Energy Flexibility Management of Integrated Hybrid Resources A Bagherinezhad, MM Hosseini, M Parvania IEEE Transactions on Smart Grid, 2023 | 1 | 2023 |
Sustaingym: A benchmark suite of reinforcement learning for sustainability applications C Yeh, V Li, R Datta, J Arroyo, N Christianson, C Zhang, Y Chen, ... Thirty-seventh Conference on Neural Information Processing Systems Datasets …, 2023 | 1 | 2023 |
Hierarchical flexibility offering strategy for integrated hybrid resources in real-time energy markets M Majidi, MM Hosseini, M Parvania | 1 | 2023 |
Physics-informed deep learning and linear programming for efficient optimization of combined cycle power plants MM Hosseini, S Meguerdijian, A Golmohammadi Electric Power Systems Research 232, 110441, 2024 | | 2024 |