Please use this identifier to cite or link to this item:
https://hdl.handle.net/10321/4104
Title: | On demand and supply management in domestic microgrids | Authors: | Chidzonga, Richard Nleya, Bakhe |
Editors: | NLEYA | Keywords: | Microgrid;Optimization;Multi objective;Demand side management;Utility | Issue Date: | 1-Dec-2021 | Publisher: | Turkish Online Journal of Qualitative Inquiry (TOJQI) | Source: | Nleya, B. and Chidzonga, R. 2021. On demand and supply management in domestic microgrids. Turkish Online Journal of Qualitative Inquiry. 12(6): 6525-6542. | Journal: | Turkish Online Journal of Qualitative Inquiry; Vol. 12, Issue 6 | Abstract: | Standalone or residential microgrids (MG) are becoming increasingly common. Their success is premised on optimal operational strategies like demand side management (DSM). It is not uncommon in optimization problems to deal with competing objectives in the context of multi-objective optimization. In a domestic MG, optimization objectives may encompass minimization of OPEX, maximization of consumers’ utility, and minimization of CO2 emissions etc. This article employs a technique which transforms a bi-objective energy optimization problem into a single objective problem, then solving the problem using the heuristic technique of binary particle swarm optimization (B PSO). The random phenomena associated with the statistical load profiles and multiple renewable energy sources (RESs) are modelled using established statistical approaches. Results obtained using simulation show that the pro-posed model can minimize the OPEX of isolated MG whilst simultaneously meeting the utility expectations of the consumer. |
Description: | Listed in 2021 list |
URI: | https://hdl.handle.net/10321/4104 | ISSN: | 1309-6591 |
Appears in Collections: | Research Publications (Engineering and Built Environment) |
Files in This Item:
File | Description | Size | Format | |
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TOJQI Copyright clearance.docx | Copyright clearance | 211.23 kB | Microsoft Word XML | View/Open |
Chidzonga_Nleya_2021.pdf | Article | 1.06 MB | Adobe PDF | View/Open |
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