Multi-objective economic dispatch with residential demand response programme under renewable obligation

Show simple item record

dc.contributor.author Hlalele, Thabo Gregory
dc.contributor.author Zhang, Jiangfeng
dc.contributor.author Naidoo, Raj
dc.contributor.author Bansal, Ramesh C.
dc.date.accessioned 2020-12-29T10:00:31Z
dc.date.issued 2021-03
dc.description Appendix A. Supplementary data en_ZA
dc.description.abstract This paper presents a combined economic dispatch and demand response optimisation model under renewable obligation. Real data from a large-scale demand response programme are used in the proposed model. The model uses renewable obligation policy and direct load control to find an optimal energy and reserve strategy that minimises generation costs and maximising renewable penetration. The real data from the South African large-scale demand response programme are used in which the system operator can directly control the participation of electric water heaters at the substation level. The actual load before and after demand reduction are used to assist the system operator in making optimal decisions on whether a substation should participate on the demand response programme. The application of real data to the proposed model avoids the traditional approaches which assume arbitrary controllability of flexible demand. The effectiveness of the model is tested using the modified IEEE 30 and 118-bus systems. The results show that the proposed model can achieve significant demand reduction as high as 830 MW for the IEEE 30-bus system and shift up to 401 MW. Moreover, a total cost reduction of 21.56% can be achieved using the IEEE 118-bus system. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2022-03-01
dc.description.librarian hj2020 en_ZA
dc.description.sponsorship The South African National Energy Development Institute en_ZA
dc.description.uri http://www.elsevier.com/locate/energy en_ZA
dc.identifier.citation Hlalele, T.G., Zhang, J., Naidoo, R. et al. 2021, 'Multi-objective economic dispatch with residential demand response programme under renewable obligation', Energy, vol. 218, art. 119473, pp. 1-14. en_ZA
dc.identifier.issn 0360-5442 (print)
dc.identifier.issn 1873-6785 (online)
dc.identifier.other 10.1016/j.energy.2020.119473
dc.identifier.uri http://hdl.handle.net/2263/77515
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 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 Energy, vol. 218, art. 119473, pp. 1-14, 2021. doi : 10.1016/j.energy.2020.119473. en_ZA
dc.subject Dynamic economic dispatch en_ZA
dc.subject Demand response programme en_ZA
dc.subject Flexible demand en_ZA
dc.subject Residential load management programme en_ZA
dc.subject Renewable energy obligation en_ZA
dc.subject Renewable energy sources en_ZA
dc.title Multi-objective economic dispatch with residential demand response programme under renewable obligation en_ZA
dc.type Postprint Article en_ZA


Files in this item

This item appears in the following Collection(s)

Show simple item record