Optimization of mine ventilation fan speeds according to ventilation on demand and time of use tariff

dc.contributor.authorChatterjee, Arnab
dc.contributor.authorZhang, Lijun
dc.contributor.authorXia, Xiaohua
dc.date.accessioned2015-03-24T08:55:27Z
dc.date.available2015-03-24T08:55:27Z
dc.date.issued2015-05
dc.description.abstractIn the current situation of the energy crisis, the mining industry has been identified as a promising area for application of demand side management (DSM) techniques. This paper investigates the potential for energy-cost savings and actual energy savings, by implementation of variable speed drives to ventilation fans in underground mines. In particular, ventilation on demand is considered in the study, i.e., air volume is adjusted according to the demand at varying times. Two DSM strategies, energy efficiency (EE) and load management (LM), are formulated and analysed. By modelling the network with the aid of Kirchhoff’s laws and Tellegen’s theorem, a nonlinear constrained minimization model is developed, with the objective of achieving EE. The model is also made to adhere to the fan laws, such that the fan power at its operating points is found to achieve realistic results. LM is achieved by finding the optimal starting time of the mining schedule, according to the time of use (TOU) tariff. A case study is shown to demonstrate the effects of the optimization model. The study suggests that by combining load shifting and energy efficiency techniques, an annual energy saving of 2540035 kW h is possible, leading to an annual cost saving of USD 277035.en_ZA
dc.description.librarianhb2015en_ZA
dc.description.sponsorshipCentre for New Energy Systems (CNES) and the National Hub for the Postgraduate Programme in Energy Efficiency and Demand Side Management at the University of Pretoria.en_ZA
dc.description.urihttp://www.elsevier.com/locate/apenergyen_ZA
dc.identifier.citationChatterjee, A, Zhang, L & Xia, X 2015, 'Optimization of mine ventilation fan speeds according to ventilation on demand and time of use tariff', Applied Energy, vol. 146, pp.65-73.en_ZA
dc.identifier.issn0306-2619 (print)
dc.identifier.issn1872-9118 (online)
dc.identifier.other10.1016/j.apenergy.2015.01.134
dc.identifier.urihttp://hdl.handle.net/2263/44129
dc.language.isoenen_ZA
dc.publisherElsevieren_ZA
dc.rights© 2015 Elsevier Ltd. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in Applied Energy. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Applied Energy, vol. 146, pp. 65-73, 2015. doi : 10.1016/j.apenergy.2015.01.134.en_ZA
dc.subjectLoad managementen_ZA
dc.subjectMine ventilationen_ZA
dc.subjectOptimizationen_ZA
dc.subjectVentilation on demand (VOD)en_ZA
dc.subjectDemand side management (DSM)en_ZA
dc.subjectEnergy efficiency (EE)en_ZA
dc.subjectTime of use (TOU) tariffen_ZA
dc.titleOptimization of mine ventilation fan speeds according to ventilation on demand and time of use tariffen_ZA
dc.typePostprint Articleen_ZA

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