Smart grid ADR aggregation delay model on large-scale distributed building HVAC facilities. - Keita Suzuki; Chuzo Ninagawa; Hiroki Yoshida; Seiji Kondo; Junji Morikawa; Taiga Kanbe; Takao Aoki (ISGT Europe, 2013)

Smart grid real-time pricing optimization control with simulated annealing algorithm for office building air-conditioning facilities. - Yoshifumi Aoki; Hiromichi Ito; Chuzo Ninagawa; Junji Morikawa (ICIT, 2018)

LSTM Prediction on Sudden Occurrence of Maintenance Operation of Air-Conditioners in Real-Time Pricing Adaptive Control. - Shun Matsukawa; Chuzo Ninagawa; Junji Morikawa; Takashi Inaba; Seiji Kondo (ICANN (4), 2019)

Averaging Effect Model on Aggregation Margin of Fast Demand Responses of Building Multi-type Air-Conditioners. - Yoshifumi Aoki; Keita Suzuki; Chuzo Ninagawa; Junji Morikawa (ICIT, 2019)

LSTM Neural Network for Fine-Granularity Estimation on Baseline Load of Fast Demand Response. - Shun Matsukawa; Keita Suzuki; Chuzo Ninagawa; Junji Morikawa; Seiji Kondo (EANN, 2020)

Emulation Modeling on Rebound-Compensated Aggregation of Uncertain Demand Responses from a Large Number of Building Air-Conditioners. - Asif Iqbal; Yoshifumi Aoki; Chuzo Ninagawa; Junji Morikawa; Seiji Kondo (ISSE, 2020)

Stochastic Characteristics of Large-scale FastADR Aggregation Discovered by Using Diverse Building Air-conditioner Emulators. - Keita Suzuki; Asif Iqbal; Yoshifumi Aoki; Chuzo Ninagawa; Junji Morikawa (ISIE, 2021)

Multi-track Transfer Reinforcement Learning for Power Consumption Management of Building Multi-type Air-Conditioners. - Yoshifumi Aoki; Satoshi Goto; Yusuke Takahashi; Chuzo Ninagawa; Junji Morikawa (EANN, 2022)