Clustering Electricity Consumers: Challenges and Applications for Operating Smart Grids Articles uri icon

publication date

  • May 2022

start page

  • 54

end page

  • 63

issue

  • 3

volume

  • 20

International Standard Serial Number (ISSN)

  • 1540-7977

Electronic International Standard Serial Number (EISSN)

  • 1558-4216

abstract

  • With the progressive advancement of the smart grid paradigm, electricity systems worldwide are deploying advanced metering technologies in residential sectors. Smart meters can monitor and process the electricity use of households at very high sampling rates. The availability of hundreds of thousands of time-series load profiles opens the possibility of applying clustering methods for grouping consumers with similar consumption patterns.

subjects

  • Statistics