Title :
Development of a supervisory controller for residential energy management problems
Author :
Akgun, E. ; Cakmakci, M.
Author_Institution :
Dept. of Mech. Eng., Bilkent Univ., Ankara, Turkey
Abstract :
In recent years, the infrastructure that supplies energy to residential areas has started to evolve into a multi-source system, just like in automotive industry in which hybrid electric vehicles (HEVs) have been replacing conventional gasoline vehicles. Multi energy source systems considered as a potential solution for carbon emission problems despite their challenges in their operation due to increased complexity. In this paper, a control design approach successfully applied in the automotive industry is used to solve a residential energy management problem. First, a dynamic programming method is applied to obtain optimal control actions for the representative demand profiles and then by using these results, a causal supervisory controller is developed. It is found that the developed baseline controller performs 1-2% better daily in its initial form in terms of operational costs, compared to available heuristic strategies.
Keywords :
building management systems; control system synthesis; demand side management; dynamic programming; energy management systems; environmental factors; optimal control; carbon emission problems; causal supervisory controller development; control design approach; demand profiles; dynamic programming method; multienergy source systems; optimal control; residential energy management problems; Batteries; Boilers; Cogeneration; Electricity; Natural gas; Optimization; System-on-a-chip;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315097