A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance

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dc.contributor.author Fan, Yuling
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2017-02-08T06:41:19Z
dc.date.issued 2017-03
dc.description.abstract Retrofitting existing buildings with energy-efficient facilities is an effective method to improve their energy efficiency, especially for old buildings. A multi-objective optimization model for building envelope retrofitting is presented. Envelope components including windows, external walls and roofs are considered to be retrofitted. Installation of a rooftop solar panel system is also taken into consideration in this study. Rooftop solar panels are modeled with their degradation and a maintenance scheme is studied for sustainability of energy and its long-term effect on the retrofitting plan. The purpose is to make the best use of financial investment to maximize energy savings and economic benefits. In particular, net present value, the payback period and energy savings are taken as the main performance indicators of the retrofitting plan. The multi-objective optimization problem is formulated as a non-linear integer programming problem and solved by a weighted sum method. Results of applying the designed retrofitting plan to a 50-year-old building consisting of 66 apartments demonstrated the effectiveness of the proposed model. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2018-03-31
dc.description.librarian hb2017 en_ZA
dc.description.uri http://www.elsevier.com/locate/apenergy en_ZA
dc.identifier.citation Fan, Y & Xia, X 2017, 'A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance', Applied Energy, vol. 189, pp. 327-335. en_ZA
dc.identifier.issn 0306-2619 (print)
dc.identifier.issn 1872-9118 (online)
dc.identifier.other 10.1016/j.apenergy.2016.12.077
dc.identifier.uri http://hdl.handle.net/2263/58917
dc.language.iso en en_ZA
dc.publisher Elsevier en_ZA
dc.rights © 2016 Published by Elsevier B.V. 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. 189, pp. 327-335, 2017. doi : 10.1016/j.apenergy.2016.12.077. en_ZA
dc.subject Multi-objective optimization en_ZA
dc.subject Rooftop PV system en_ZA
dc.subject Economic analysis en_ZA
dc.subject Building envelope retrofit en_ZA
dc.title A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance en_ZA
dc.type Postprint Article en_ZA


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