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Communication-Constrained Expansion Planning for Resilient Distribution Systems.

Authors :
Byeon, Geunyeong
Van Hentenryck, Pascal
Bent, Russell
Nagarajan, Harsha
Source :
INFORMS Journal on Computing; Fall2020, Vol. 32 Issue 4, p968-985, 18p
Publication Year :
2020

Abstract

Distributed generation and remotely controlled switches have emerged as important technologies to improve the resiliency of distribution grids against extreme weather-related disturbances. Therefore it becomes important to study how best to place them on the grid in order to meet a resiliency criteria, while minimizing costs and capturing their dependencies on the associated communication systems that sustain their distributed operations. This paper introduces the Optimal Resilient Design Problem for Distribution and Communication Systems (ORDPDC) to address this need. The ORDPDC is formulated as a two-stage stochastic mixed-integer program that captures the physical laws of distribution systems, the communication connectivity of the smart grid components, and a set of scenarios that specifies which components are affected by potential disasters. The paper proposes an exact branch-and-price algorithm for the ORDPDC that features a strong lower bound and a variety of acceleration schemes to address degeneracy. The ORDPDC model and branch-and-price algorithm were evaluated on a variety of test cases with varying disaster intensities and network topologies. The results demonstrate the significant impact of the network topologies on the expansion plans and costs, as well as the computational benefits of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10919856
Volume :
32
Issue :
4
Database :
Complementary Index
Journal :
INFORMS Journal on Computing
Publication Type :
Academic Journal
Accession number :
147066812
Full Text :
https://doi.org/10.1287/ijoc.2019.0899