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A prize collecting Steiner tree approach to least cost evaluation of grid and off-grid electrification systems

Authors :
Gizem Bolukbasi
Ayse Selin Kocaman
Bölükbaşı, Gizem
Kocaman, Ayşe Selin
Source :
Energy
Publication Year :
2018
Publisher :
Elsevier BV, 2018.

Abstract

The lack of access to electricity in developing countries necessitates spatial electricity planning for guiding sustainable electrification projects that evaluate the costs of centralized systems vis-a-vis decentralized systems. Heuristic approaches have been widely used in such electrification problems to find feasible, cost effective solutions; however, most of the time global optimality of these solutions is not guaranteed. Our paper through its modeling approach provides a new methodology to find the least cost solution to this electrification problem. We model the spatial network planning problem as Prize Collecting Steiner Tree problem, which would be a base for a decision support tool for rural electrification. This new method is systematically assessed using both randomly generated data and real data from rural regions across Sub-Saharan Africa. Comparative results for the proposed approach and a widely used heuristic method are presented based on computational experiments.

Details

ISSN :
03605442
Volume :
160
Database :
OpenAIRE
Journal :
Energy
Accession number :
edsair.doi.dedup.....aff10676479b04c26563473b2be39f71
Full Text :
https://doi.org/10.1016/j.energy.2018.07.029