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Amirreza Heidari

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Related publications (9)

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Amirreza Heidari

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DeepValve: Development and experimental testing of a Reinforcement Learning control framework for occupant-centric heating in offices

Reinforcement Learning for the occupant-centric operation of building energy systems: Theoretical and experimental investigations

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

Customized Neural Network training to predict the highly imbalanced data of domestic hot water usage

Reinforcement learning for occupant-centric operation of residential energy system

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

Adaptive hot water production based on Supervised Learning

Water-energy nexus approach to compare performance of evaporative and vapor-compression cooling systems

Combined desiccant-ejector cooling system assisted by Organic Rankine Cycle for zero-power cooling and dehumidification