Investigation of energy saving in HVAC systems: Modeling, simulation, and measurement using fuzzy logic controller

Mahmoud Kassas, Omar Al-Tamimi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

Achieving thermal comfort with minimum energy consumption is the main requirement in designing the air conditioning system. The aim of this work is to investigate energy saving in two different types of air conditioning systems installed in two identical houses located at a university campus in Dhahran, Saudi Arabia. The conventional A/C system is equipped with an ON/OFF cycle and new the technology A/C system is equipped with variable frequency drive (VFD) both of which have been modeled by two different control strategies. The controllers are Fuzzy Logic Controllers (FLC) and Proportional-Integral-Derivative (PID). The thermal model for both houses has been developed with two different types of air-conditioning systems. LabVIEW platform is utilized for measuring the environment parameters and power consumption. It is found that the thermal comfort level of the house along with significant energy saving can be obtained through a proper selection of controller parameters. This paper shows that through utilizing a variable speed compressor and selecting the suitable control technique, the indoor environment of the house is able to be controlled with a great amount of energy saving.

Original languageEnglish
Title of host publicationProceedings - 2018 IEEE International Conference on Industrial Technology, ICIT 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages445-450
Number of pages6
ISBN (Electronic)9781509059492
DOIs
StatePublished - 27 Apr 2018

Publication series

NameProceedings of the IEEE International Conference on Industrial Technology
Volume2018-February

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

  • Air-Conditioning
  • Energy Consumption
  • Energy Savings
  • Fuzzy Logic Controller
  • ON/OFF Cycle
  • PID Controller
  • Variable Frequency Drives VFD

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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