Energy Systems

, Volume 5, Issue 1, pp 179–207

Complexity of transmission network expansion planning

NP-hardness of connected networks and MINLP evaluation
Original Paper

DOI: 10.1007/s12667-013-0091-3

Cite this article as:
Oertel, D. & Ravi, R. Energy Syst (2014) 5: 179. doi:10.1007/s12667-013-0091-3

Abstract

Transmission network expansion planning in its original formulation is NP-hard due to the subproblem Steiner trees, the minimum cost connection of an initially unconnected network with mandatory and optional nodes. By using electrical network theory we show why NP-hardness still holds when this subproblem of network design from scratch is omitted by considering already (highly) connected networks only. This refers to the case of extending a long working transmission grid for increased future demand. It will be achieved by showing that this case is computationally equivalent to \(3\)-SAT. Additionally, the original mathematical formulation is evaluated by using an appropriate state-of-the-art mixed integer non-linear programming solver in order to see how much effort in computation and implementation is really necessary to solve this problem in practice.

Keywords

Transmission network expansion planningNP-hardMixed-integer non-linear programmingElectrical network

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  1. 1.Karlsruhe Institute of TechnologyKarlsruheGermany
  2. 2.Tepper School of BusinessCarnegie Mellon UniversityPittsburghUSA