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Optimal price zones of electricity markets: a mixed-integer multilevel model and global solution approaches
Authors:Veronika Grimm  Thomas Kleinert  Frauke Liers  Gregor Zöttl
Affiliation:1. Friedrich-Alexander-Universit?t Erlangen-Nürnberg, Chair of Economic Theory, Lange Gasse 20, 90403 Nürnberg, Germany;2. Energie Campus Nürnberg, Fürther Str. 250, 90429 Nürnberg, Germany;3. Energie Campus Nürnberg, Fürther Str. 250, 90429 Nürnberg, Germany;4. Friedrich-Alexander-Universit?t Erlangen-Nürnberg, Discrete Optimization, Cauerstr. 11, 91058 Erlangen, Germany;5. Gregor Z?ttl, Friedrich-Alexander-Universit?t Erlangen-Nürnberg, Industrial Organization and Energy Markets, Lange Gasse 20, 90403 Nürnberg, Germany
Abstract:Mathematical modelling of market design issues in liberalized electricity markets often leads to mixed-integer nonlinear multilevel optimization problems for which no general-purpose solvers exist and which are intractable in general. In this work, we consider the problem of splitting a market area into a given number of price zones such that the resulting market design yields welfare-optimal outcomes. This problem leads to a challenging multilevel model that contains a graph-partitioning problem with multi-commodity flow connectivity constraints and nonlinearities due to proper economic modelling. Furthermore, it has highly symmetric solutions. We develop different problem-tailored solution approaches. In particular, we present an extended Karush-Kuhn-Tucker (KKT) transformation approach as well as a generalized Benders approach that both yield globally optimal solutions. These methods, enhanced with techniques such as symmetry breaking and primal heuristics, are evaluated in detail on academic as well as on realistic instances. It turns out that our approaches lead to effective solution methods for the difficult optimization tasks presented here, where the problem-specific generalized Benders approach performs considerably better than the methods based on KKT transformation.
Keywords:multilevel optimization  mixed-integer nonlinear optimization  graph partitioning  generalized Benders decomposition  electricity market design
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