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Modelling and management of flexible residential building components using system based heuristic approaches

  • Srinivas Yelisetti
  • , Vikash Kumar Saini
  • , Rajesh Kumar
  • , Ehsan Heydarian-Forushani
  • , Ameena S. Al Sumaiti
  • Malaviya National Institute of Technology
  • Khalifa University of Science and Technology
  • University of Johannesburg
  • Qom University of Technology

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

The building energy management system (BEMS) components, that is, the heating, ventilation, and air conditioning (HVAC) systems, refrigerators, and lighting significantly impact energy consumption. This paper presents the modelling, including HVAC and refrigerator with interior heat and external illuminus of lighting for residential buildings. The energy consumption of these components has been examined using eight meta-heuristic algorithms with weather conditions of five cities in India. The statistical and box-plot analysis results recommended the original artificial ecosystem algorithm compared to others for energy management. The results of the proposed smart residential building have been compared with the published model results of a residential building with and without BEMS and an economic analysis has also been carried out. The simulation results show that the maximum load has been shifted to off-peak durations. The energy savings in the proposed BEMS compared to existing BEMS and without BEMS are 34% and 57%, respectively.

Original languageEnglish
Pages (from-to)967-982
Number of pages16
JournalIET Smart Grid
Volume7
Issue number6
DOIs
Publication statusPublished - Dec 2024
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • building management systems
  • energy management systems

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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