Kadir Amasyali

Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning

Yan Du, Helia Zandi, Olivera Kotevska et al. · Applied Energy · 2020 · 247 citations · Full text

Architecture, Building Science, Computer Science +12

Machine learning for occupant-behavior-sensitive cooling energy consumption prediction in office buildings

Kadir Amasyali, Nora El-Gohary · Renewable and Sustainable Energy Reviews · 2021 · 199 citations

Architecture, Building Science, Computer Science +14

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 110 citations · Full text

Engineering, Building Science, Energy Management +11

Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control

Yan Du, Fangxing Li, Kuldeep Kurte et al. · Electric Power Systems Research · 2020 · 66 citations · Full text

Computing, Building Science, Computer Science +14

Energy-related values and satisfaction levels of residential and office building occupants

Kadir Amasyali, Nora El-Gohary · Building and Environment · 2015 · 65 citations

Architecture, Architectural Engineering, Building Science +16