Yuki Matsunami

Operational optimization for off-grid renewable building energy system using deep reinforcement learning

Yuan Gao, Yuki Matsunami, Shohei Miyata et al. · Applied Energy · 2022 · 63 citations

Operational Optimization, Engineering, Deep Reinforcement Learning +8

Multi-agent reinforcement learning dealing with hybrid action spaces: A case study for off-grid oriented renewable building energy system

Yuan Gao, Yuki Matsunami, Shohei Miyata et al. · Applied Energy · 2022 · 42 citations

Engineering, Intelligent Energy System, Energy Management +10

Model predictive control of a building renewable energy system based on a long short-term hybrid model

Yuan Gao, Yuki Matsunami, Shohei Miyata et al. · Sustainable Cities and Society · 2022 · 34 citations

Energy Control, Energy Modeling, Engineering +8

Spatio-temporal interpretable neural network for solar irradiation prediction using transformer

Yuan Gao, Shohei Miyata, Yuki Matsunami et al. · Energy and Buildings · 2023 · 28 citations

Recurrent Neural Network, Engineering, Machine Learning +9