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Optimization of Building HVAC Systems Using Intelligent Agents - A Proof of Concept Study
Published
Author(s)
George E. Kelly, Steven T. Bushby
Abstract
This paper describes the development and implementation of a simulation testbed used to study the concept of employing intelligent agents to optimize the performance of building Heating, Ventilating, and Air Conditioning (HVAC) systems. One day simulated cost savings results are presented for intelligent agents employing both a simple optimization method (SOM) and an advanced optimization method (AOM). The potential benefits and problems associated with each method are discussions and recommendations are made for future research efforts leading to the application of intelligent agents in real building.
Kelly, G.
and Bushby, S.
(2011),
Optimization of Building HVAC Systems Using Intelligent Agents – A Proof of Concept Study, Technical Note (NIST TN), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=908632
(Accessed October 9, 2025)