Energy efficiency- the key indicator for energy demand forecasting and management

Laxmi Naresh Rao Nammalam*, M. T. Arif, A. Gargoom, Aman M. T. Oo

*Corresponding author for this work

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

Abstract

Energy demand forecasting, which is an integral part of energy management has evolved over the past five decades. Of all the energy and economic indicators, used for energy demand forecasting, energy efficiency has emerged as one of the key indicators for current and future scenarios. Energy efficiency becomes even more significant, as it is forecasted to undergo a significant transition in Australia's National Electricity Market. This paper explores, evaluates and establishes the correlation of energy efficiency with total electricity generated, using Pearson's correlation coefficient and econometric toolbox in MATLAB. The parameters such as correlation coefficient (r) and standard error (t-stat) value from the regression analysis are found to be dynamic. The outcome shows that the correlation is transitioning from being strongly negative to strongly positive, indicating a rebound effect of energy efficiency and a correspondingly significant impact on energy management. This could mean potential disruption in the balance of nexus between energy-emissions-economy and thus, energy policymakers can use these results to formulate effective frameworks for accomplishing their ultimate goals of energy security, sustainability and climate change as a whole.

Original languageEnglish
Title of host publication2020 Australasian Universities Power Engineering Conference (AUPEC)
Subtitle of host publicationconference proceedings
EditorsMichael Negnevitsky
Place of PublicationTasmania, Australia
PublisherUniversity of Tasmania
Number of pages6
ISBN (Electronic)9781922352767
ISBN (Print)9781665425407
Publication statusPublished - 2020
Externally publishedYes
Event2020 Australasian Universities Power Engineering Conference, AUPEC 2020 - Hobart, Australia
Duration: 29 Nov 20203 Dec 2020

Publication series

Name
ISSN (Print)2474-1493
ISSN (Electronic)2474-1507

Conference

Conference2020 Australasian Universities Power Engineering Conference, AUPEC 2020
Country/TerritoryAustralia
CityHobart
Period29/11/203/12/20

Keywords

  • Energy efficiency
  • Energy demand forecasting
  • Energy generation
  • Correlation coefficient

Fingerprint

Dive into the research topics of 'Energy efficiency- the key indicator for energy demand forecasting and management'. Together they form a unique fingerprint.

Cite this