Beyond Hosting Capacity: Using Shortest Path Methods to Minimize Upgrade Cost Pathways: Preprint

Nicolas Gensollen, Kelsey Horowitz, Bryan Palmintier, Fei Ding, Barry Mather

Research output: Contribution to conferencePaper

Abstract

We present in this paper a graph based forwardlooking algorithm applied to distribution planning in the context of distributed PV penetration. We study the target hosting capacity (THC) problem where the objective is to find the cheapest sequence of system upgrades to reach a predefined hosting capacity target value. We show in this paper that commonly used short-term cost minimization approaches lead most of the time to suboptimal solutions. By comparing our method against such myopic techniques on real distribution systems, we show that our algorithm is able to reduce the overall integration costs by looking at future decisions. Because hosting capacity is hard to compute, this problem requires efficient methods to search the space. We demonstrate here that heuristics using domain specific knowledge can be efficiently used to improve the algorithm performance such that real distribution systems can be studied.
Original languageAmerican English
Number of pages8
StatePublished - 2018
Event2018 World Conference on Photovoltaic Energy Conversion (WCPEC-7) - Waikoloa, Hawaii
Duration: 10 Jun 201815 Jun 2018

Conference

Conference2018 World Conference on Photovoltaic Energy Conversion (WCPEC-7)
CityWaikoloa, Hawaii
Period10/06/1815/06/18

Bibliographical note

See NREL/JA-5D00-74325 for related journal article

NREL Publication Number

  • NREL/CP-5D00-71565

Keywords

  • hosting capacity
  • informed heuristics
  • shortest path

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