Indoor Temperature Prediction for HVAC Energy Management using Smart Remote Controller. - Ren Sasaki; Kenshiro Kato; Dafang Zhao; Hiroki Nishikawa; Ittetsu Taniguchi; Takao Onoye (BuildSys, 2024)

Thermal Comfort-aware Aggregation via Multi-HVAC Systems for Demand-side Flexibility. - Ren Sasaki; Shotaro Nonaka; Dafang Zhao; Hiroki Nishikawa; Ittetsu Taniguchi; Takao Onoye (e-Energy, 2024)

A Deep Reinforcement Learning- and Linear Programming-based Hierarchical Aggregation Framework for Demand-side Flexibility. - Ren Sasaki; Dafang Zhao; Hiroki Nishikawa; Ittetsu Taniguchi; Takao Onoye (e-Energy, 2025)