Title :
Hierarchical Decision Making for Aggregated Energy Management of Distributed Resources
Author :
Asimakopoulou, Georgia E. ; Vlachos, Andreas G. ; Hatziargyriou, Nikos D.
Author_Institution :
Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
Abstract :
This paper presents a bilevel model for describing the interdependence of decisions between a retailer/aggregator and the distributed resources owners that the former serves and represents. Decision making is performed in a hierarchical fashion. The retailer performs the energy management of various resources indirectly; price signals are used as incentives for inducing the entities owning the distributed resources in a behavior that optimizes the operation and economic profit of the microgrid that they compose. The two-level interaction is formulated mathematically as a mathematical programming problem with complementarity constraints, while nonlinearities are replaced by equivalent linear expressions. The results of a characteristic case study indicate the efficiency and scalability of the proposed model.
Keywords :
decision making; distributed power generation; energy management systems; mathematical programming; power generation economics; bilevel model; complementarity constraint; distributed resource energy management; hierarchical decision making; mathematical programming problem; microgrid economic profit; Decision making; Energy management; Games; Microgrids; Mixed integer linear programming; Bilevel programming; Stackelberg game; distributed resources; hierarchical decision making; microgrids; mixed complementarity problem;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2015.2390412