Title :
Optimal siting and sizing of distributed energy storage systems via alternating direction method of multipliers
Author :
Nick, Mostafa ; Cherkaoui, Rachid ; PAOLONE, MARIO
Author_Institution :
Distrib. Electr. Syst. Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
Energy Storage Systems (ESSs) has an important role in Active Distribution Networks (ADNs). Within this context this paper focuses on the problem of ESSs optimal siting and sizing. Following similar approaches already proposed by the Authors, this paper uses a multi-objective procedure to account various ancillary services that can be provided by ESSs. The proposed procedure takes into account the voltage support and network losses minimization along with minimization of the cost of energy from external grid. For the case of large-scale problems, accounting networks with large number of nodes and scenarios, the selection of the solution methodology is a non-trivial problem. In this respect, the paper proposes and discusses the applicability of the Alternative Direction Method of Multipliers in order to provide an efficient algorithm for large-scale networks that also provide a solution to the optimality aspect. A real large-scale network with real profiles of load and distributed photovoltaic generation is used as the case study to analyze the effectiveness of the proposed methodology.
Keywords :
distributed power generation; distribution networks; photovoltaic power systems; ADN; ESS optimal siting; ESS optimal sizing; active distribution networks; alternative direction method; ancillary services; cost minimization; distributed energy storage systems; distributed photovoltaic generation; large-scale networks; multiobjective procedure; multiplier alternating direction method; network losses minimization; voltage support; Energy storage; Investment; Mathematical model; Minimization; Planning; Reservoirs; Voltage control; Alternating direction method of multipliers; active distribution networks; energy storage; optimal planning;
Conference_Titel :
Power Systems Computation Conference (PSCC), 2014
Conference_Location :
Wroclaw
DOI :
10.1109/PSCC.2014.7038335