Title :
A modular AC optimal power flow implementation for distribution grid planning
Author :
Hauswirth, Adrian ; Summers, Tyler ; Warrington, Joseph ; Lygeros, John ; Kettner, Andreas ; Brenzikofer, Alain
Author_Institution :
Autom. Control Lab., Swiss Fed. Inst. of Technol. (ETH), Zurich, Switzerland
fDate :
June 29 2015-July 2 2015
Abstract :
We present a computational tool for solving semidefinite relaxations of multi-period AC optimal power flow (OPF) problems. Chordal conversion techniques are used to exploit problem sparsity. Three features set it apart from similar implementations: First, a new, concise real-valued model exploits the problem structure and avoids introducing redundant constraints. Second, a dynamic choice of constraint type improves computation time for grids with extensive radial subgraphs. Third, a modular software design enables the easy integration of additional models for photovoltaic inverters, optimal storage placement, etc. Benchmark results indicate that our computational improvements significantly enhance performance compared to a standard implementation. This holds in particular for large-scale networks and power grids with large radial subgraphs. Finally, a case study showcases the potential of our modular OPF software design.
Keywords :
load flow; mathematical programming; power distribution planning; chordal conversion techniques; distribution grid planning; extensive radial subgraphs; modular AC optimal power flow; modular software design; optimal storage placement; photovoltaic inverters; power grids; semidefinite relaxations; Benchmark testing; Government; Lead; Smart grids; Convex Optimization; Optimal Power Flow; Smart Grids;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven
DOI :
10.1109/PTC.2015.7232675