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

Show simple item record

dc.contributor.author Zhu, Bing
dc.contributor.author Tazvinga, Henerica
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2015-06-03T09:02:09Z
dc.date.available 2015-06-03T09:02:09Z
dc.date.issued 2015-05
dc.description.abstract A 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.librarian hb2015 en_ZA
dc.description.uri http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=87 en_ZA
dc.identifier.citation Zhu, 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.issn 1063-6536 (print)
dc.identifier.issn 1558-0865 (online)
dc.identifier.other 10.1109/TCST.2014.2361800
dc.identifier.uri http://hdl.handle.net/2263/45382
dc.language.iso en en_ZA
dc.publisher Institute of Electrical and Electronics Engineers en_ZA
dc.rights © 2015 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. en_ZA
dc.subject Energy dispatch en_ZA
dc.subject Hybrid power system en_ZA
dc.subject Model predictive control ( MPC ) en_ZA
dc.subject Optimization en_ZA
dc.subject Receding horizon control en_ZA
dc.title Switched model predictive control for energy dispatching of a photovoltaic-diesel-battery hybrid power system en_ZA
dc.type Postprint Article en_ZA


Files in this item

This item appears in the following Collection(s)

Show simple item record