Transfer learning for occupancy-based HVAC control: A data-driven approach using unsupervised learning of occupancy profiles and deep reinforcement learning
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering
Reference74 articles.
1. A critical review of field implementations of occupant-centric building controls;Park;Build. Environ.,2019
2. Dynamic optimization of solar-wind hybrid system connected to electrical battery or hydrogen as an energy storage system;Akhavan Shams;Int. J. Energy Res.,2021
3. Impact of occupancy prediction models on building HVAC control system performance: Application of machine learning techniques;Esrafilian-Najafabadi;Energy Build.,2022
4. Techno-economic optimization of a sustainable system to cogenerate power and water for remote areas, Clean;Akhavan Shams;Energy,2023
5. Occupancy-based HVAC control systems in buildings: A state-of-the-art review;Esrafilian-Najafabadi;Build. Environ.,2021
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