Using explainability tools to inform non-intrusive load monitoring algorithm performance: a decision tree approach

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Abstract

Non-Intrusive Load Monitoring (NILM) is a method of estimating electrical energy consumption and operation condition of individual appliances by observing the total aggregated power measurements from the smart meter with granularity of 10s to 30 mins
Original languageEnglish
Number of pages1
Publication statusPublished - 24 Nov 2022
EventSupergen Energy Networks Hub Conference - St Davids Hotel, Cardiff Bay, Cardiff, United Kingdom
Duration: 23 Nov 202224 Nov 2022
https://www.ncl.ac.uk/supergenenhub/annualconferencenovember2022/#agenda&sessions

Conference

ConferenceSupergen Energy Networks Hub Conference
Country/TerritoryUnited Kingdom
CityCardiff
Period23/11/2224/11/22
Internet address

Keywords

  • non-intrusive load monitoring
  • power measurement
  • decision tree algorithm

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