Electrical Engineer
Electrical Engineer

Publications

2024

  • Das A., and D. Wu. 2024. "Optimal Coordination of Electric Vehicles for Grid Services using Deep Reinforcement Learning." In IEEE Power & Energy Society General Meeting (PESGM 2024), July 21-25, 2024, Seattle, WA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-192233. doi:10.1109/PESGM51994.2024.10688956
  • Das A., D. Wu, B. Bhatti, and M. Kamaludeen. 2024. "Approximate Dynamic Programming with Enhanced Off-policy Learning for Coordinating Distributed Energy Resources." IEEE Transactions on Sustainable Energy 15, no. 3:1614-1626. PNNL-SA-187896. doi:10.1109/TSTE.2024.3361674

2023

  • Das A., Z. Ni, and X. Zhong. 2023. "Microgrid Energy Scheduling under Uncertain Extreme Weather: Adaptation from Parallelized Reinforcement Learning Agents." International Journal of Electrical Power & Energy Systems 152. PNNL-SA-167697. doi:10.1016/j.ijepes.2023.109210
  • Lin Y., A. Das, and Z. Ni. 2023. "A Modified Maximum Entropy Inverse Reinforcement Learning Approach for Microgrid Energy Scheduling." In IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179906. doi:10.1109/PESGM52003.2023.10252933

2022

  • Das A., and D. Wu. 2022. "Optimal Coordination of Distributed Energy Resources Using Deep Deterministic Policy Gradient." In IEEE Electrical Energy Storage Applications and Technologies (EESAT) 2022, Austin, TX., 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-174133. doi:10.1109/EESAT55007.2022.9998046
  • Das A., Z. Ni, and D. Wu. 2022. "An Efficient Distributed Reinforcement Learning for Enhanced Multi-Microgrid Management." In International Joint Conference on Neural Networks (IJCNN 2022), July 18-23, 2022, Padua, Italy, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-170345. doi:10.1109/IJCNN55064.2022.9892754