Research Article
Building Systems and
Components
E-mail: vahid.vakiloroaya@engineer.com
Thermo-economic optimization of rooftop unit’s evaporator coil for
energy efficiency and thermal comfort
Vahid Vakiloroaya
1
(), Bijan Samali
2
, Ahmad Fakhar
3
, Kambiz Pishghadam
4
1. Center for Built Infrastructure Research, School of Electrical, Mechanical and Mechatronic Systems, University of Technology Sydney, PO
Box 123, Broadway, Sydney, NSW, 2007, Australia
2. Center for Built Infrastructure Research, School of Civil and Environmental Engineering, University of Technology Sydney, Australia
3. Department of Mechanical Engineering, Faculty of Engineering, Azad University of Kashan, Iran
4. Department of Sustainable and Net-Zero Energy Building (NZEB) Solutions, Giacomini Inc., Vancouver, BC, Canada
Abstract
In this paper, the optimization-simulation approach is proposed to investigate energy saving
potential of an air-cooled direct expansion rooftop package air conditioning system by refining
the model of the HVAC system components and deriving optimal configuration for evaporator
coil subject to technical constraints. In this method the frontal area of the evaporator coil is
maintained as constant and the variation of other geometrical parameters on the thermal and
economical performance of the system is investigated. An actual air-cooled rooftop package of a
real-world commercial building in hot and dry climate conditions is used for experimental data
collection. Both inputs and outputs are measured from the field monitoring in two summer weeks.
Based on the mathematical models and using collected data, modules incorporating the proposed
optimal redesign procedure were embedded in a transient simulation tool. A mixed heuristic-
deterministic optimization algorithm was implemented in the transient tool to determine the
synthesis and design variables that influence the cost and energy efficiency of each configuration.
Available experimental results were compared to predicted results to validate the model. Afterwards,
the computer model was used to predict how changes in cooling coil geometry would affect the
building thermal comfort, the cost and energy consumption of the system.
Keywords
direct expansion evaporator coil,
design optimization,
HVAC,
energy saving,
thermo-economic analysis
Article History
Received: 8 March 2013
Revised: 7 June 2013
Accepted: 16 July 2013
© Tsinghua University Press and
Springer-Verlag Berlin Heidelberg
2013
1 Introduction
Nowadays, the increased consumption of energy in modern
industrial societies has, in addition to the risk of quick
exhaustion of fossil resources, brought about irreversible
and threatening environmental changes faced by the world.
Heating, ventilation and air conditioning (HVAC) systems
typically account for around 40% of total electricity con-
sumption of buildings (Council of Australian Governments
2012). Global warming is another major problem made by
conventional HVAC systems which rises world-wide average
temperature. Therefore, energy-efficient and sustainable
design of HVAC systems are critical components of research
and development. For air conditioning, one commonly-used
type of HVAC systems is the direct expansion (DX) rooftop
package plant with a vapor compression cycle. In fact, the
typical value of coefficient of performance (COP) for vapor
compression systems is between 2 to 3 (Afonso 2006).
However, comparing with water-cooled vapor compression
air conditioning systems which cannot work efficiently in
humid climatic conditions, air-cooled systems are able to
work in different weather conditions. However, air-cooled
air conditioning systems are less energy efficient than water-
cooled air conditioning systems (Yik et al. 2001) and thus
finding novel ways to reduce their energy consumption in
buildings without compromising comfort and indoor air
quality is an ongoing research challenge. Furthermore, as
rooftop package air conditioning systems have obviously
great potential for energy efficiency, research efforts have
been devoted to further improving of their performance
BUILD SIMUL
DOI 10.1007/s12273-013-0151-6