Switched model predictive control for energy dispatching of a photovoltaic-diesel-battery hybrid power system

dc.contributor.authorZhu, Bing
dc.contributor.authorTazvinga, Henerica
dc.contributor.authorXia, Xiaohua
dc.contributor.emailxxia@up.ac.zaen_ZA
dc.date.accessioned2015-06-03T09:02:09Z
dc.date.available2015-06-03T09:02:09Z
dc.date.issued2015-05
dc.description.abstractA new adaptive switched model predictive control (MPC) strategy is designed in this paper for energy dispatching of a photovoltaic-diesel-battery (PDB) hybrid power system, where the battery is unpermitted to charge and discharge simultaneously. The distinguishing feature of the proposed switchedMPC is that, new switched constraints are constructed to describe the different modes (charging and discharging) of the battery, such that the burden of using a switched multiple-input-multiple-output (MIMO) state-space model could be circumvented. Parameters of the battery are unknown constants, and are estimated online with an adaptive updating law. In the switched MPC algorithm, predictive horizon and control horizon vary according to the predefined switching schedule. Based on optimization with the switched constraints, receding horizon control is utilized to obtain the dispatching strategy for the hybrid power system. Performances of the closed-loop system with the proposed switched MPC are verified by simulation results.en_ZA
dc.description.librarianhb2015en_ZA
dc.description.urihttp://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=87en_ZA
dc.identifier.citationZhu, B, Tazvinga, H & Xia, X 2015, 'Switched model predictive control for energy dispatching of a photovoltaic-diesel-battery hybrid power system', IEEE Transactions on Control Systems Technology, vol. 23, no. 3, pp. 1229-1236.en_ZA
dc.identifier.issn1063-6536 (print)
dc.identifier.issn1558-0865 (online)
dc.identifier.other10.1109/TCST.2014.2361800
dc.identifier.urihttp://hdl.handle.net/2263/45382
dc.language.isoenen_ZA
dc.publisherInstitute of Electrical and Electronics Engineersen_ZA
dc.rights© 2015 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.en_ZA
dc.subjectEnergy dispatchen_ZA
dc.subjectHybrid power systemen_ZA
dc.subjectModel predictive control ( MPC )en_ZA
dc.subjectOptimizationen_ZA
dc.subjectReceding horizon controlen_ZA
dc.titleSwitched model predictive control for energy dispatching of a photovoltaic-diesel-battery hybrid power systemen_ZA
dc.typePostprint Articleen_ZA

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