학술논문

A Real-time Agent Based Optimization and Control Approach for Residential Building Heating Ventilation and Air Conditioning Systems
Document Type
Conference
Source
2021 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), 2021 IEEE. :01-05 Feb, 2021
Subject
Power, Energy and Industry Applications
HVAC
Buildings
Ventilation
Real-time systems
Smart grids
Internet of Things
Optimization
control
modeling
optimization
real-time
Language
ISSN
2472-8152
Abstract
The prevalence of the loT (Internet of Things) is fostering the development of new control options and decision making that was not previously available. This is creating a wealth of opportunities for real-time control approaches and systems that can optimize for a common goal. This paper presents a smart residential neighborhood with optimization at the residential level utilizing a system of agents. The optimization utilizes information and modeling to optimize variable speed HVAC real-time operation in actual residential buildings. Data is presented showing the performance of the optimization and conclusions are drawn on next steps for development.