Rooftop Air-Conditioning Unit Performance Improvement using Refrigerant Circuitry Optimization

Published

March 20, 2015

Author(s)

David A. Yashar, Sunil Lee, Piotr A. Domanski

Abstract

This study demonstrates the performance improvement of an air-to-air 7.5 Ton (26.4 kW) rooftop unit (RTU) achieved by optimizing an evaporator’s refrigerant circuitry using evolutionary algorithms. We measured its cooling capacity and Coefficient of Performance (COP) in an environmental chamber where we also measured the in-situ air velocity profile using Particle Image Velocimetry (PIV). We used a detailed heat exchanger model to simulate the performance of the original evaporator operating with the measured air distribution, and then we used an evolutionary algorithm-based optimization module embedded in the simulation tool to optimize the refrigerant circuitry for the measured inlet air distribution. The optimized refrigerant circuitry design was implemented in a new prototype evaporator, which replaced the original evaporator in the tested RTU system. Laboratory tests of the new system showed an improvement of 2.2 % in capacity and 2.9 % in COP over the performance of the original system.

Citation

Applied Thermal Engineering

Pub Type

Journals

Download Paper

Local Download

Citation

Yashar, D. , Lee, S. and Domanski, P. (2015), Rooftop Air-Conditioning Unit Performance Improvement using Refrigerant Circuitry Optimization, Applied Thermal Engineering, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=917578 (Accessed October 10, 2025)