Measuring Flexibility Through Reduction Potential

Research output: Contribution to conferencePaper

Abstract

While electric vehicles (EVs) often exhibit substantial flexibility, harnessing this flexibility requires precise characterization of its timing and magnitude. This paper introduces the reduction potential matrix, a novel approach to EV load flexibility modeling which is both straightforward to calculate and intuitive to interpret. This paper demonstrates the approach by quantifying flexibility for two distinct commercial vehicle groups- freight vehicles and transit buses-using simulated charging data from Virginia. While both groups are found to have substantial flexibility, its properties vary across the groups. Naturally, this variability manifests in differences in each group's role as a grid resource. The paper concludes with a discussion on how system planners, fleet operators, and other stakeholders can use the matrix to assess and leverage EV flexibility.
Original languageAmerican English
Number of pages5
DOIs
StatePublished - 2025
EventIEEE Power and Energy Society General Meeting - Austin, Texas
Duration: 27 Jul 202531 Jul 2025

Conference

ConferenceIEEE Power and Energy Society General Meeting
CityAustin, Texas
Period27/07/2531/07/25

NLR Publication Number

  • NLR/CP-5400-92017

Keywords

  • electric vehicles
  • optimization
  • smart grids

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