Title :
Lexicographic multi-objective optimization for the unit commitment problem and economic dispatch in a microgrid
Author :
Salani, Matteo ; Giusti, Alessandro ; Caro, Gianni Di ; Rizzoli, Andrea Emilio ; Gambardella, Luca Maria
Author_Institution :
IDSIA - Dalle Molle Inst. for Artificial Intell., Lugano, Switzerland
Abstract :
In this paper, we present a multi-objective approach for the optimal control of dispatchable loads and bi-directional energy storages in a microgrid, commonly referred as the unit commitment problem and economic dispatch problem. We consider two different and possibly conflicting objectives: the minimization of the end user energy bill price and the maximization of the system stability as a function of the overall system´s load. We propose a lexicographic ordering of the objectives so that the end user´s energy cost is considered as the primary objective and the system´s stability is the secondary objective. In order to evaluate the performances, we provide a comprehensive micro-simulation environment used to study different demand response (DR) price profiles. The proposed multi-objective approach mitigates the network instability effects introduced by static DR programs with high price volatility. We conclude that almost flat DR price profiles with higher rates during high-peak periods should be preferred instead of high volatile profiles. With flat DR price profiles, both the end user and the utility company can benefit from smart-control algorithms adopting a lexicographic multi-objective optimization scheme.
Keywords :
distributed power generation; energy storage; optimal control; power distribution control; power generation dispatch; DR programs; bi-directional energy storages; comprehensive micro-simulation environment; demand response; dispatchable loads; economic dispatch; lexicographic multiobjective optimization; lexicographic ordering; microgrid; optimal control; smart-control algorithms; unit commitment problem; Batteries; Home appliances; Load modeling; Optimization; Power system stability; Stability analysis; Water heating;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2011 2nd IEEE PES International Conference and Exhibition on
Conference_Location :
Manchester
Print_ISBN :
978-1-4577-1422-1
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2011.6162806