Amirreza Heidari

An innovative solar assisted desiccant-based evaporative cooling system for co-production of water and cooling in hot and humid climates

Amirreza Heidari, Ramin Roshandel, Vahid Vakiloroaya · Energy Conversion and Management · 2019 · 120 citations

Chemical Engineering, Engineering, Desiccation +12

Short-term energy use prediction of solar-assisted water heating system: Application case of combined attention-based LSTM and time-series decomposition

Amirreza Heidari, Dolaana Khovalyg · Solar Energy · 2020 · 89 citations · Full text

Energy Consumption, Engineering, Data Science +10

Reinforcement Learning for proactive operation of residential energy systems by learning stochastic occupant behavior and fluctuating solar energy: Balancing comfort, hygiene and energy use

Amirreza Heidari, François Maréchal, Dolaana Khovalyg · Applied Energy · 2022 · 51 citations · Full text

An occupant-centric control framework for balancing comfort, energy use and hygiene in hot water systems: A model-free reinforcement learning approach

Amirreza Heidari, François Maréchal, Dolaana Khovalyg · Applied Energy · 2022 · 37 citations · Full text

Optimal design and operation of a building energy hub: A comparison of exergy-based and energy-based optimization in Swiss and Italian case studies

Giulio Tonellato, Amirreza Heidari, Joshua Pereira et al. · Energy Conversion and Management · 2021 · 32 citations · Full text

Engineering, Energy-efficient Design, Energy Management +12