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Optimal Network Reconfiguration with Distributed Generation and Electric Vehicle Charging Stations
- Source :
- International Journal of Mathematical, Engineering and Management Sciences, Vol 6, Iss 4, Pp 1174-1185 (2021)
- Publication Year :
- 2021
- Publisher :
- International Journal of Mathematical, Engineering and Management Sciences plus Mangey Ram, 2021.
-
Abstract
- This paper proposes an optimal network reconfiguration (ONR) by integrating the renewable energy (RE) based distributed generation (DG) resources, i.e., wind and solar photovoltaic (PV) modules, and electric vehicle charging stations (EVCS). The uncertainties related to renewable energy sources (RESs) are handled by using probability analysis. In this work, wind uncertainty is handled by using Weibull probability density function (PDF), and solar PV uncertainty is modeled by using Beta PDF. This paper also models the load of EVCSs. The ONR is a tool to operate distribution systems (DSs) at optimum cost/loss. In the literature, most of the ONR problems are solved as single objective type. This neccessiate the development of multi-objective based ONR problem and solved using the multi-objective algorithms by considering multiple objectives. Therefore in this paper, total cost of operation and power losses are considered as two objectives functions. The single objective-based ONR is solved using crow search algorithm (CSA) and multi-objective-based ONR is solved using multi-objective-based CSA. As the DS is unbalanced, the power flow for the unbalanced system will include the three-phase transformer. The ONR problem has been solved by considering 17 bus unbalanced and balanced DSs.
- Subjects :
- Technology
business.product_category
General Computer Science
Computer science
020209 energy
General Mathematics
02 engineering and technology
Network reconfiguration
Automotive engineering
Distribution system
Electric vehicle
QA1-939
0202 electrical engineering, electronic engineering, information engineering
uncertainty
electric vehicles
distribution system
business.industry
020208 electrical & electronic engineering
General Engineering
renewable energy
General Business, Management and Accounting
Renewable energy
network reconfiguration
Distributed generation
business
Mathematics
Subjects
Details
- ISSN :
- 24557749
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- International Journal of Mathematical, Engineering and Management Sciences
- Accession number :
- edsair.doi.dedup.....596d9c72d246102e53144e10d6f02d81
- Full Text :
- https://doi.org/10.33889/ijmems.2021.6.4.070