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Generation of domestic load profiles using appliances' activating moments

  • Xi'an Jiaotong University

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

8 Scopus citations

Abstract

Detailed domestic electricity load profiles are important for small-scale distributed electricity generation and plans for DSM. They can be generated with top-down or bottom-up models. However, in those models all kinds of data sets are needed. In this work we propose a simple method, which can be used to generate thousands of load profiles only from different appliances' average hourly load profiles. Different load profiles are determined by appliances' different activating moments of energy use. These different activating moments can be randomly generated from the probability distributions extracted from the average hourly load profiles. The constructed load profiles are at a higher time resolution than the average data for different households or appliances. The case studies show that changes appear in load profiles from activating moments of appliances. The load profiles for households can cover electricity consumption of most of the domestic appliances.

Original languageEnglish
Title of host publication2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014
PublisherIEEE Computer Society
ISBN (Print)9781479936526
DOIs
StatePublished - 2014
Event2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014 - Washington, DC, United States
Duration: 19 Feb 201422 Feb 2014

Publication series

Name2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014

Conference

Conference2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014
Country/TerritoryUnited States
CityWashington, DC
Period19/02/1422/02/14

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

  • Activating Moments
  • Domestic load profiles
  • High Resolution

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