Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization

• Main Authors: Yang, Shiyu, Wan, Pun Man, Chen, Wanyu, Ng, Bing Feng, Dubey, Swapnil
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Mechanical engineering; Artificial Neural Network; Model Predictive Control
• 在線閱讀: https://hdl.handle.net/10356/155501

A model predictive control system with adaptive machine-learning-based building models for building automation and control applications is proposed. The system features an adaptive machine-learning-based building dynamics modelling scheme that updates the building model regularly using online buildi...