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

dc.contributor.authorBadenhorst, Werner
dc.contributor.authorZhang, Jiangfeng
dc.contributor.authorXia, Xiaohua
dc.contributor.emailwerner.badenhorst@eng.up.ac.zaen_US
dc.date.accessioned2011-01-28T06:15:05Z
dc.date.available2011-01-28T06:15:05Z
dc.date.issued2011
dc.description.abstractThis 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.citationW. 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.2010.12.011en_US
dc.identifier.issn0378-7796
dc.identifier.other10.1016/j.epsr.2010.12.011
dc.identifier.urihttp://hdl.handle.net/2263/15790
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.rightsElsevieren_US
dc.subjectLoad schedulingen_US
dc.subjectDemand side managementen_US
dc.subjectMixed integer linear programmingen_US
dc.subjectModel predictive controlen_US
dc.subject.lcshMine hoisting -- South Africa -- Mathematical modelsen
dc.subject.lcshPredictive controlen
dc.subject.lcshMine management -- South Africaen
dc.subject.lcshProduction scheduling -- South Africaaf
dc.subject.lcshDemand-side management (Electric utilities) -- South Africaen
dc.subject.lcshLinear programmingen
dc.subject.lcshInteger programmingen
dc.titleOptimal hoist scheduling of a deep level mine twin rock winder system for demand side managementen_US
dc.typePostprint Articleen_US

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