Optimal hoist scheduling of a deep level mine twin rock winder system for demand side management

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dc.contributor.author Badenhorst, Werner
dc.contributor.author Zhang, Jiangfeng
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2011-01-28T06:15:05Z
dc.date.available 2011-01-28T06:15:05Z
dc.date.issued 2011
dc.description.abstract This paper presents a near optimal hoist scheduling and control program for rock winders found in South African deep level mines in the context of demand side management and time-of-use (TOU) tariffs. The objective is to achieve a set hoist target at minimum energy cost within various system constraints. The development of a discrete dynamic and constrained mixed integer linear programming model for a twin rock winder system is presented on which a half-hourly model predictive control(MPC)algorithm containing an adapted branch and bound methodology is applied for near optimal scheduling. Simulation results illustrate the effectiveness of the control program by minimising the energy costs through scheduling according to the TOU tariff and controlling output and ore levels within their boundaries even in the case of significant random delays in the system. Scheduling according to the TOU tariff shows a possible 30.8% reduction in energy cost while approximately 6h of delays in the system resulted in a mere 14 increase in energy cost. en_US
dc.identifier.citation W. Badenhorst, etal., Optimal hoist scheduling of a deep level mine twin rock winder system for demand side management, Electric Power Systems Research, vol. 81, pp. 1088-1095. (2011), doi:10.1016/j.epsr.2010.12.011 en_US
dc.identifier.issn 0378-7796
dc.identifier.other 10.1016/j.epsr.2010.12.011
dc.identifier.uri http://hdl.handle.net/2263/15790
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.rights Elsevier en_US
dc.subject Load scheduling en_US
dc.subject Demand side management en_US
dc.subject Mixed integer linear programming en_US
dc.subject Model predictive control en_US
dc.subject.lcsh Mine hoisting -- South Africa -- Mathematical models en
dc.subject.lcsh Predictive control en
dc.subject.lcsh Mine management -- South Africa en
dc.subject.lcsh Production scheduling -- South Africa af
dc.subject.lcsh Demand-side management (Electric utilities) -- South Africa en
dc.subject.lcsh Linear programming en
dc.subject.lcsh Integer programming en
dc.title Optimal hoist scheduling of a deep level mine twin rock winder system for demand side management en_US
dc.type Postprint Article en_US


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