Dafang Zhao, Daichi Watari, Yuki Ozawa, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye. Data-driven online energy management framework for HVAC systems: An experimental study. Applied Energy. 2023. 352. 121921-121921
Naoya Kaneko, Kazuki Okazawa, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC Systems. Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. 2023
Shotaro Nonaka, Ittetsu Taniguchi, Hiroki Nishikawa, Dafang Zhao, Francky Catthoor, Takao Onoye. Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning. Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. 2023
Jagrati Talreja, Supavadee Aramvith, Takao Onoye. DANS: Deep Attention Network for Single Image Super-Resolution. IEEE Access. 2023. 11. 84379-84397
Yuki Ozawa, Dafang Zhao, Daichi Watari, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye. Data-driven HVAC Control Using Symbolic Regression: Design and Implementation. 2023 IEEE Power & Energy Society General Meeting (PESGM). 2023