Rakshith Subramanya
Doctoral Researcher
Doctoral Researcher
T410 Dept. Electrical Engineering and Automation
Publications
Onsite Renewable Generation Time Shifting for Photovoltaic Systems
Rakshith Subramanya, Harri Aaltonen, Seppo Sierla, Valeriy Vyatkin
2023
2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings
Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals
Rakshith Subramanya, Seppo A. Sierla, Valeriy Vyatkin
2022
IEEE Access
From DevOps to MLOps
Rakshith Subramanya, Seppo Sierla, Valeriy Vyatkin
2022
Applied Sciences (Switzerland)
A simulation environment for training a reinforcement learning agent trading a battery storage
Harri Aaltonen, Seppo Sierla, Rakshith Subramanya, Valeriy Vyatkin
2021
Energies
A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves
Rakshith Subramanya, Matti Yli-Ojanpera, Seppo Sierla, Taneli Holtta, Jori Valtakari, Valeriy Vyatkin
2021
Energies
Interfacing Third Party Cloud Services to a Virtual Power Plant
Rakshith Subramanya, Seppo Sierla, Matti Yli-Ojanperä, Henri Makkonen, Mahdi Pourakbari Kasmaei, Valeriy Vyatkin
2021
2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)