Development of a supervisory controller for residential energy management problems
dc.citation.epage | 1487 | en_US |
dc.citation.spage | 1482 | en_US |
dc.contributor.author | Akgün, Emre | en_US |
dc.contributor.author | Çakmakçı, Melih | en_US |
dc.coverage.spatial | Montreal, Canada | en_US |
dc.date.accessioned | 2016-02-08T12:12:05Z | |
dc.date.available | 2016-02-08T12:12:05Z | |
dc.date.issued | 2012-06 | en_US |
dc.department | Department of Mechanical Engineering | en_US |
dc.description | Conference Name: 2012 American Control Conference | |
dc.description | Date of Conference: 27-29 June 2012 | |
dc.description.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. © 2012 AACC American Automatic Control Council). | en_US |
dc.description.provenance | Made available in DSpace on 2016-02-08T12:12:05Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2012 | en |
dc.identifier.issn | 0743-1619 | |
dc.identifier.uri | http://hdl.handle.net/11693/28135 | |
dc.language.iso | English | en_US |
dc.publisher | AACC | |
dc.source.title | Proceedings of the 2012 American Control Conference | en_US |
dc.subject | Carbon emissions | en_US |
dc.subject | Control design | en_US |
dc.subject | Conventional gasoline | en_US |
dc.subject | Dynamic programming methods | en_US |
dc.subject | Heuristic strategy | en_US |
dc.subject | Management problems | en_US |
dc.subject | Multi energy | en_US |
dc.subject | Multi-source system | en_US |
dc.subject | Optimal controls | en_US |
dc.subject | Potential solutions | en_US |
dc.subject | Residential areas | en_US |
dc.subject | Residential energy | en_US |
dc.subject | Supervisory controllers | en_US |
dc.subject | Automotive industry | en_US |
dc.subject | Control | en_US |
dc.subject | Energy management | en_US |
dc.subject | Hybrid vehicles | en_US |
dc.subject | Controllers | en_US |
dc.title | Development of a supervisory controller for residential energy management problems | en_US |
dc.type | Conference Paper | en_US |
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