Title :
Transmission Network Expansion Planning: Bridging the gap between AC heuristics and DC approximations
Author :
Bent, Russell ; Coffrin, Carleton ; Gumucio, Rodrigo R. E. ; Van Hentenryck, Pascal
Author_Institution :
Los Alamos Nat. Lab., Los Alamos, NM, USA
Abstract :
It was recently observed that a significant gap exists between the costs of Transmission Network Expansion Planning (TNEP) solutions produced by the DC power flow approximation and AC power flow heuristics. This paper confirms the existence of that gap and shows that DC-based TNEP solutions exhibit significant constraint violations when converted into AC power flows. The paper then demonstrates how to bridge this gap with the LPAC power flow model, a linear-programming approximation of the power flow that captures reactive power and voltage magnitudes. Indeed, LPAC-based TNEP solutions have minimal violations in AC power flows and provide high-quality solutions. The strength of the LPAC formulation is further demonstrated on the joint optimization of line expansion and VAr compensation, as well as a competitive market study. These studies suggest that the underling TNEP formulation has significant impacts on the proposed expansion plans.
Keywords :
linear programming; load flow; power transmission planning; reactive power; DC power flow approximation; LPAC power flow model; TNEP solutions; VAr compensation; high-quality solutions; line expansion; linear-programming approximation; reactive power; transmission network expansion planning; voltage magnitudes; Approximation methods; Computational modeling; Equations; Load modeling; Mathematical model; Planning; Reactive power; AC Power Flow; DC Power Flow; LPAC Power Flow; Nonlinear Programming; Optimization methods; Power System Planning;
Conference_Titel :
Power Systems Computation Conference (PSCC), 2014
Conference_Location :
Wroclaw
DOI :
10.1109/PSCC.2014.7038299