Learning-based hierarchical distributed HVAC scheduling with operational constraints

• المؤلفون الرئيسيون: Radhakrishnan, Nikitha, Srinivasan, Seshadhri, Su, Rong, Poolla, Kameshwar
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Commercial Building; Heating, Ventilation, and Air-conditioning (HVAC) System
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/140141

This investigation proposes an energy management system for large multizone commercial buildings that combines distributed optimization with the adaptive learning. While the distributed optimization provides scalability and models the fresh-air infusion as ventilation constraints, the learning algor...