Real-time outage management in active distribution networks using reinforcement learning over graphs
Jacob, Roshni Anna, Paul, Steve, Chowdhury, Souma, Gel, Yulia R, Zhang, Jie
Published in Nature communications (04.06.2024)
Published in Nature communications (04.06.2024)
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Journal Article
Distribution Network Reconfiguration to Increase Photovoltaic Hosting Capacity
Jacob, Roshni Anna, Zhang, Jie
Published in 2020 IEEE Power & Energy Society General Meeting (PESGM) (02.08.2020)
Published in 2020 IEEE Power & Energy Society General Meeting (PESGM) (02.08.2020)
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Conference Proceeding
Fault Diagnostics in Shipboard Power Systems using Graph Neural Networks
Jacob, Roshni Anna, Senemmar, Soroush, Zhang, Jie
Published in 2021 IEEE 13th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) (22.08.2021)
Published in 2021 IEEE 13th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) (22.08.2021)
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Conference Proceeding
Outage Management in Active Distribution Network with Distributed Energy Resources
Jacob, Roshni Anna, Zhang, Jie
Published in 2020 52nd North American Power Symposium (NAPS) (11.04.2021)
Published in 2020 52nd North American Power Symposium (NAPS) (11.04.2021)
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Conference Proceeding
Voltage Regulation in Distribution Networks via Fleet Electric Vehicles Incentive Service
Wang, Jingbo, Jacob, Roshni Anna, Zhang, Jie
Published in 2023 19th International Conference on the European Energy Market (EEM) (06.06.2023)
Published in 2023 19th International Conference on the European Energy Market (EEM) (06.06.2023)
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Conference Proceeding
Distribution Network Restoration: Resource Scheduling Considering Coupled Transportation-Power Networks
Kaushik, Harshal D, Jacob, Roshni Anna, Chowdhury, Souma, Zhang, Jie
Published in arXiv.org (20.04.2024)
Published in arXiv.org (20.04.2024)
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Paper
Journal Article
Dynamic Modeling and Simulation of Integrated Energy Systems with Nuclear, Renewable, and District HeatinG
Jacob, Roshni Anna, Rahman, Jubeyer, Zhang, Jie
Published in 2021 North American Power Symposium (NAPS) (14.11.2021)
Published in 2021 North American Power Symposium (NAPS) (14.11.2021)
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Conference Proceeding
Reinforcement Learning for Intentional Islanding in Resilient Power Transmission Systems
Badakhshan, Sobhan, Jacob, Roshni Anna, Li, Binghui, Zhang, Jie
Published in 2023 IEEE Texas Power and Energy Conference (TPEC) (13.02.2023)
Published in 2023 IEEE Texas Power and Energy Conference (TPEC) (13.02.2023)
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Conference Proceeding
Reconfiguring Unbalanced Distribution Networks using Reinforcement Learning over Graphs
Jacob, Roshni Anna, Paul, Steve, Li, Wenyuan, Chowdhury, Souma, Gel, Yulia R., Zhang, Jie
Published in 2022 IEEE Texas Power and Energy Conference (TPEC) (28.02.2022)
Published in 2022 IEEE Texas Power and Energy Conference (TPEC) (28.02.2022)
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Conference Proceeding
Planning of battery energy storage system in distribution network considering uncertainty
Jacob, Roshni Anna, Bhattacharya, Aniruddha, Sharma, Sharmistha
Published in 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy) (01.12.2017)
Published in 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy) (01.12.2017)
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Conference Proceeding