Multi-objective DG placement in radial distribution systems using the IbI logic algorithm
This paper presents a unique optimization method based on the incomprehensible but intelligible-in-time (IbI) logic algorithm (ILA) to optimally place dispersed generators in small, medium, large, and very large (16-, 33-, 69-, and 118-bus) radial distribution power networks to reduce power losses,...
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Frontiers Media S.A.
2024-11-01
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| Series: | Frontiers in Energy Research |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/fenrg.2024.1453715/full |
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| author | Nitin Saxena M Pandit L Srivastava |
| author_facet | Nitin Saxena M Pandit L Srivastava |
| author_sort | Nitin Saxena |
| collection | DOAJ |
| description | This paper presents a unique optimization method based on the incomprehensible but intelligible-in-time (IbI) logic algorithm (ILA) to optimally place dispersed generators in small, medium, large, and very large (16-, 33-, 69-, and 118-bus) radial distribution power networks to reduce power losses, the total operating cost, and the voltage deviation and improve the voltage level. Two types of multiple distributed generators (DGs) are employed in this study, one working at unity power factor and the other at 0.866 p.f. The IbI logic algorithm works by understanding concepts that are not currently recognized as logical but are expected to become logical over time. The proposed approach was used to address a multi-objective multi-DG placement problem. The results generated through this method were compared with those generated by other methods and were observed to be comparatively remarkable. |
| format | Article |
| id | doaj-art-fa81b0efecfb47e39e1e4e6819c1255e |
| institution | OA Journals |
| issn | 2296-598X |
| language | English |
| publishDate | 2024-11-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Energy Research |
| spelling | doaj-art-fa81b0efecfb47e39e1e4e6819c1255e2025-08-20T02:27:50ZengFrontiers Media S.A.Frontiers in Energy Research2296-598X2024-11-011210.3389/fenrg.2024.14537151453715Multi-objective DG placement in radial distribution systems using the IbI logic algorithmNitin Saxena0M Pandit1L Srivastava2Jabalpur Engineering College, Jabalpur, Madhya Pradesh, IndiaMadhav Institute of Technology & Science, Gwalior, Madhya Pradesh, IndiaMadhav Institute of Technology & Science, Gwalior, Madhya Pradesh, IndiaThis paper presents a unique optimization method based on the incomprehensible but intelligible-in-time (IbI) logic algorithm (ILA) to optimally place dispersed generators in small, medium, large, and very large (16-, 33-, 69-, and 118-bus) radial distribution power networks to reduce power losses, the total operating cost, and the voltage deviation and improve the voltage level. Two types of multiple distributed generators (DGs) are employed in this study, one working at unity power factor and the other at 0.866 p.f. The IbI logic algorithm works by understanding concepts that are not currently recognized as logical but are expected to become logical over time. The proposed approach was used to address a multi-objective multi-DG placement problem. The results generated through this method were compared with those generated by other methods and were observed to be comparatively remarkable.https://www.frontiersin.org/articles/10.3389/fenrg.2024.1453715/fulldistributed generationoptimal placement of distributed generatorsradial distribution networkincomprehensible but intelligible-in-time logicsload modelspower loss reduction |
| spellingShingle | Nitin Saxena M Pandit L Srivastava Multi-objective DG placement in radial distribution systems using the IbI logic algorithm Frontiers in Energy Research distributed generation optimal placement of distributed generators radial distribution network incomprehensible but intelligible-in-time logics load models power loss reduction |
| title | Multi-objective DG placement in radial distribution systems using the IbI logic algorithm |
| title_full | Multi-objective DG placement in radial distribution systems using the IbI logic algorithm |
| title_fullStr | Multi-objective DG placement in radial distribution systems using the IbI logic algorithm |
| title_full_unstemmed | Multi-objective DG placement in radial distribution systems using the IbI logic algorithm |
| title_short | Multi-objective DG placement in radial distribution systems using the IbI logic algorithm |
| title_sort | multi objective dg placement in radial distribution systems using the ibi logic algorithm |
| topic | distributed generation optimal placement of distributed generators radial distribution network incomprehensible but intelligible-in-time logics load models power loss reduction |
| url | https://www.frontiersin.org/articles/10.3389/fenrg.2024.1453715/full |
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