An occupant-centered approach to improve both his comfort and the energy efficiency of the building
作者:
Highlights:
• Model-based systems are difficult to develop.
• Case-based reasoning models building behavior without the need for a building model.
• Explanation fosters cooperation between the user and the energy management system.
摘要
•Model-based systems are difficult to develop.•Case-based reasoning models building behavior without the need for a building model.•Explanation fosters cooperation between the user and the energy management system.
论文关键词:Case-based reasoning,Bayesian network,Clustering,Data models,Energy management systems,Explainable machine learning,Genetic algorithms
论文评审过程:Received 21 October 2021, Revised 16 April 2022, Accepted 1 May 2022, Available online 10 May 2022, Version of Record 19 May 2022.
论文官网地址:https://doi.org/10.1016/j.knosys.2022.108970