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

• المؤلفون الرئيسيون: Yang, Shiyu, Wan, Pun Man, Chen, Wanyu, Ng, Bing Feng, Dubey, Swapnil
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Mechanical engineering; Artificial Neural Network; Model Predictive Control
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/155501
• المؤسسة: Nanyang Technological University

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...