Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems
| dc.contributor.author | Mezaache, Mohamed | |
| dc.contributor.author | Benaouda, Omar Fethi | |
| dc.contributor.author | Sekhane, Hocine | |
| dc.contributor.author | Chaouch, Saad | |
| dc.contributor.author | Babes, Badreddine | |
| dc.date.accessioned | 2023-04-14T09:00:35Z | |
| dc.date.available | 2023-04-14T09:00:35Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | The essential purpose of an energy sys- tem is to provide electricity to its loads effectively and economically, as well as safely and reliably. Therefore, the solutions to the problems of Optimal Power Flow (OPF) and Optimal Reactive Power Dispatch (ORPD) to enable the efficient employment of various energy distributions should be found. Our work focuses on the ORPD issue; it can be formulated as a non-linear con- straint and with single or multiple objectives optimiza- tion problems. Minimizing total losses is one of the main objective functions to solve the ORPD problem. This paper presents the use of an improved particle swarm optimization -with a disturbance term- (called PSO-DT) algorithm, to find the solution of ORPD in the standard IEEE 30-bus power system for reduc- ing electrical power transmission losses. The obtained results demonstrate that the proposed method is more efficient and has a more extraordinary ability to get better solutions compared to the basic PSO method. | cs |
| dc.identifier.citation | Advances in electrical and electronic engineering. 2022, vol. 20, no. 4, p. 478 - 492 : ill. | cs |
| dc.identifier.doi | 10.15598/aeee.v20i4.4570 | |
| dc.identifier.issn | 1336-1376 | |
| dc.identifier.issn | 1804-3119 | |
| dc.identifier.uri | http://hdl.handle.net/10084/149248 | |
| dc.language.iso | en | cs |
| dc.publisher | Vysoká škola báňská - Technická univerzita Ostrava | cs |
| dc.relation.ispartofseries | Advances in electrical and electronic engineering | cs |
| dc.relation.uri | https://doi.org/10.15598/aeee.v20i4.4570 | cs |
| dc.rights | © Vysoká škola báňská - Technická univerzita Ostrava | |
| dc.rights | Attribution-NoDerivatives 4.0 International | * |
| dc.rights.access | openAccess | cs |
| dc.rights.uri | http://creativecommons.org/licenses/by-nd/4.0/ | * |
| dc.subject | basic PSO | cs |
| dc.subject | optimal power flow | cs |
| dc.subject | optimal reactive power dispatch | cs |
| dc.subject | PSO-DT | cs |
| dc.title | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems | cs |
| dc.type | article | cs |
| dc.type.status | Peer-reviewed | cs |
| dc.type.version | publishedVersion | cs |
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