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

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dc.contributor.author Chatterjee, Arnab
dc.contributor.author Zhang, Lijun
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2015-03-24T08:55:27Z
dc.date.available 2015-03-24T08:55:27Z
dc.date.issued 2015-05
dc.description.abstract In 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.librarian hb2015 en_ZA
dc.description.sponsorship Centre 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.uri http://www.elsevier.com/locate/apenergy en_ZA
dc.identifier.citation Chatterjee, 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.issn 0306-2619 (print)
dc.identifier.issn 1872-9118 (online)
dc.identifier.other 10.1016/j.apenergy.2015.01.134
dc.identifier.uri http://hdl.handle.net/2263/44129
dc.language.iso en en_ZA
dc.publisher Elsevier en_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.subject Load management en_ZA
dc.subject Mine ventilation en_ZA
dc.subject Optimization en_ZA
dc.subject Ventilation on demand (VOD) en_ZA
dc.subject Demand side management (DSM) en_ZA
dc.subject Energy efficiency (EE) en_ZA
dc.subject Time of use (TOU) tariff en_ZA
dc.title Optimization of mine ventilation fan speeds according to ventilation on demand and time of use tariff en_ZA
dc.type Postprint Article en_ZA


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