Modelling and Analysis of Home Energy Management System Using Intelligent Algorithms

Srinivas Yelisetti, Rajesh Kumar, Vishu Gupta, Akash Saxena, Ravita Lamba

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

9 Citations (Scopus)

Abstract

In the Home Energy Management System (HEMS), mathematical optimization has been approved to be a convincing tool for reducing the energy consumption. This HEMS approach considers the mathematical modelling of the heating, ventilation, air conditioning (HVAC) and lighting system with occupant's comfortable thermal conditions. In this paper, the proposed model is implemented for standalone residence. Further, to minimize energy consumption, intelligent algorithms and CPLEX solver in YALMIP toolbox have been applied to the formulated objective. The results have been analysed in terms of energy consumption and computation time consumed by different algorithms and toolbox. The results aided in determining the most promising optimization approach among the different algorithms and toolbox. Eventually, research was helped to assess the efficacy as well as the adaptability of the propounded framework.

Original languageEnglish
Title of host publicationICPECTS 2020 - IEEE 2nd International Conference on Power, Energy, Control and Transmission Systems, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728110844
DOIs
Publication statusPublished - 10 Dec 2020
Externally publishedYes
Event2nd IEEE International Conference on Power, Energy, Control and Transmission Systems, ICPECTS 2020 - Virtual, Chennai, India
Duration: 10 Dec 202011 Dec 2020

Publication series

NameICPECTS 2020 - IEEE 2nd International Conference on Power, Energy, Control and Transmission Systems, Proceedings

Conference

Conference2nd IEEE International Conference on Power, Energy, Control and Transmission Systems, ICPECTS 2020
Country/TerritoryIndia
CityVirtual, Chennai
Period10/12/2011/12/20

Keywords

  • heating
  • Home energy management system
  • ventilation and air conditioning

ASJC Scopus subject areas

  • Computer Science Applications
  • Computer Networks and Communications
  • Information Systems
  • Information Systems and Management
  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering
  • Control and Optimization

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