Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/93470
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Full metadata record
DC Field | Value | Language |
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dc.contributor.author | Huang, H. | - |
dc.contributor.author | Chen, L. | - |
dc.contributor.author | Hu, E. | - |
dc.date.issued | 2015 | - |
dc.identifier.citation | Proceedings of the ... American Control Conference. American Control Conference, 2015, vol.2015-July, pp.256-261 | - |
dc.identifier.isbn | 9781479986859 | - |
dc.identifier.issn | 0743-1619 | - |
dc.identifier.issn | 2378-5861 | - |
dc.identifier.uri | http://hdl.handle.net/2440/93470 | - |
dc.description.abstract | This paper presents a hybrid model predictive control (MPC) scheme for energy-saving control in commercial buildings. The proposed method combines a linear MPC with a neural network feedback linearisation (NNFL) method. The control model for the linear MPC is developed using a simplified physical model, while nonlinearities associated with the building system are handled by an affine recurrent neural network (ARNN) model through system feedback. The proposed MPC integrates several advanced air-conditioning control strategies, such as an economizer control, an optimal start-stop control, and a pre-cooling control. The developed MPC has been tested in the check-in hall of T-1 building, Adelaide Airport, through both simulation and field experiment. The result shows that the proposed control scheme can achieve a considerable amount of savings without violating occupants’ thermal comfort. | - |
dc.description.statementofresponsibility | Hao Huang, Lei Chen, and Eric Hu | - |
dc.language.iso | en | - |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | - |
dc.relation.ispartofseries | Proceedings of the American Control Conference | - |
dc.rights | © 2015 AACC | - |
dc.source.uri | http://dx.doi.org/10.1109/acc.2015.7170745 | - |
dc.title | A hybrid model predictive control scheme for energy and cost savings in commercial buildings: simulation and experiment | - |
dc.type | Conference paper | - |
dc.contributor.conference | 2015 American Control Conference (ACC) (1 Jul 2015 - 3 Jul 2015 : Chicago, USA) | - |
dc.identifier.doi | 10.1109/ACC.2015.7170745 | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Chen, L. [0000-0002-2269-2912] | - |
dc.identifier.orcid | Hu, E. [0000-0002-7390-0961] | - |
Appears in Collections: | Aurora harvest 7 Mechanical Engineering conference papers |
Files in This Item:
File | Description | Size | Format | |
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hdl_93470.pdf | Accepted version | 472.31 kB | Adobe PDF | View/Open |
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