Energy-maintenance optimization for retrofitted lighting system incorporating luminous flux degradation to enhance visual comfort

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dc.contributor.author Ikuzwe, Alice
dc.contributor.author Ye, Xianming
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2020-09-22T14:15:11Z
dc.date.issued 2020-03
dc.description.abstract Retrofitting existing buildings with energy-efficient lighting systems is an effective way to reduce their lighting energy consumption and improve lighting quality. In a lighting system, the illumination level decreases over time owing to the luminous flux degradation of lights. This degradation may cause visual discomfort if proper maintenance is not carried out. Also, energy savings decrease with the degradation of retrofitted lights. Maintenance of lighting devices requires investments for the purchase and installation of new lamps. Therefore, optimum balance is required between maintenance costs and the performance of the lighting system. This study presents an energy-maintenance optimization model, which takes into account the luminous flux degradation. Luminous flux degradation is modeled based on users’ lighting level requirements. Based on the proposed luminous flux degradation model, the energy-maintenance optimization model is formulated to find the optimal number of lamps to be replaced, maintenance schedules, and brightness dimming level, while taking into account users’ lighting level requirements, maintenance budget, and energy savings. An open-plan office is taken as a case study to illustrate the effectiveness of the proposed optimal energy-maintenance plan. It is found that the optimal energy-maintenance plan yields to 31.27 MWh energy savings in 10 years. Compared to the full maintenance, the optimal maintenance plan developed in this study reduces the total maintenance cost by 30%. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2021-03-01
dc.description.librarian hj2020 en_ZA
dc.description.sponsorship The Organization for Women in Science for the Developing World (OWSD), Swedish international development cooperation agency (Sida), the South African National Research Foundation under the Grant No.: 116309, the UK Royal Academy of Engineering under the Grant No.: IAPP17/18, and the Research Development Programme from University of Pretoria. en_ZA
dc.description.uri http://www.elsevier.com/locate/apenergy en_ZA
dc.identifier.citation Ikuzwe, A., Ye, X. & Xia, X. 2020, 'Energy-maintenance optimization for retrofitted lighting system incorporating luminous flux degradation to enhance visual comfort', Applied Energy, vol. 261, art. 114379, pp. 1-9. en_ZA
dc.identifier.issn 0306-2619 (print)
dc.identifier.issn 1872-9118 (online)
dc.identifier.other 10.1016/j.apenergy.2019.114379
dc.identifier.uri http://hdl.handle.net/2263/76203
dc.language.iso en en_ZA
dc.publisher Elsevier en_ZA
dc.rights © 2020 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. A definitive version was subsequently published in Applied Energy, vol. 261, art. 114379, pp. 1-9, 2020, doi : 10.1016/j.apenergy.2019.114379. en_ZA
dc.subject Energy savings en_ZA
dc.subject Light-emitting diodes (LEDs) en_ZA
dc.subject Luminous flux degradation en_ZA
dc.subject Optimal maintenance en_ZA
dc.title Energy-maintenance optimization for retrofitted lighting system incorporating luminous flux degradation to enhance visual comfort en_ZA
dc.type Postprint Article en_ZA


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