Research theme for competitive and other funds (4)：
2020 - 2024 Constraction and Verification of P2P Power Trading System Based on Bidding Behavior by Reinforcement Learning
2018 - 2020 Development of autonomous-decentralized voltage control utilizing reinforcement learning in distribution network
2018 - 2019 強化学習を利用した電圧制御機器による配電系統電圧適正化に関する研究
2018 - 2019 強化学習を利用したスマートハウス群による配電系統電圧適正化に関する研究
Papers (39)：
Satoshi Takayama, Atsushi Ishigame. Volt-Var curve determination method of smart inverters by multi-agent deep reinforcement learning. International Journal of Electrical Power & Energy Systems. 2024
Satoshi Takayama, Atsushi Ishigame. A Voltage-Aware P2P Power Trading System Aimed at Eliminating Unfairness Due to the Interconnection Location. Energies. 2024
Satoshi Takayama, Takeshi Sawabe, Atsushi Ishigame, Kazuyuki Hashikawa, Yukiyasu Kuwashita. Frequency regulation of off-grid system with battery energy storage system using deep Q-network. JOURNAL OF ENGINEERING-JOE. 2023. 2023. 1
Alexander Kudzin, Kentaroh Toyoda, Satoshi Takayama, Atsushi Ishigame. Scaling Ethereum 2.0s Cross-Shard Transactions with Refined Data Structures. Cryptography(Cryptogr.). 2022. 6. 4. 57-57
木下大暉, 高山聡志, 石亀篤司. Fundamental Research on Solving the Unit Commitment Problem Using Deep Reinforcement Learning. 電気学会研究会資料(Web). 2023. PE-23-107-218/PSE-23-099-210
向山理一朗, 高山聡志, 石亀篤司. The Output Scheduling Method of Non-firm Access Resources in the Electricity Market. 電気学会研究会資料(Web). 2023. PE-23-143-226/PSE-23-135-218
山本和輝, 石亀篤司, 高山聡志. Study on stable operation of distribution system and reduction of EV battery capacity considering EV dynamic charging system. 電気学会研究会資料(Web). 2023. PE-23-119-192/PSE-23-111-184
足立壮太, 石亀篤司, 高山聡志, 谷口和彦, 森田祐志, 久保直也. A Study on Equipment Sizing of Self-Consumption PV Power Generation System for CO2 Emissions Reduction. 電気学会研究会資料(Web). 2023. PSE-23-001-006
角川直広, 高山聡志, 石亀篤司, 山口大翼, 飯田義和, 村本大輔. Frequency Control Method Using Deep Reinforcement Learning in Small-scale Off-grid. 電気学会研究会資料(Web). 2023. PSE-23-001-006
2019/04 - 2020/03 Osaka Prefecture University Graduate School of Engineering, Division of Electrical Engineering and Information Science
2011/04 - 2019/03 Osaka Prefecture University Graduate School of Engineering, Division of Electrical Engineering and Information Science
Association Membership(s) (4)：
米国電気電子学会
, THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
, THE INSTITUTE OF ELECTRICAL INSTALLATION ENGINEERS OF JAPAN
, THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN
