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| Titre: | Data aggregation point placement optimization in Smart Metering Networks |
| Auteur(s): | Grainat, Youcef
Recioui, Abdelmadjid
Oubelaid, Adel |
| Mots-clés: | Smart Grid
Optimization
Z-wave
Aggregation points
Smart metering |
| Date de publication: | 2024 |
| Editeur: | JES |
| Collection/Numéro: | Electrical Systems/ 20-2;256-271 |
| Résumé: | This study explores the application of Particle Swarm Optimization (PSO) and Ant Colony
Optimization (ACO) within the framework of smart grids (SG), specifically for the optimal
placement of data aggregation points (DAPs) across a network of 150 Z-wave smart meters distributed within various smart cities. The investigation aims to identify which of the two- optimization strategies offers a more cost-efficient solution while evaluating their performance
in terms of transmission average latency (AL) and execution time (ET) efficiency. The results
indicate that although ACO slightly edges out PSO in reducing overall costs in networks with a
higher complexity and more DAPs, PSO demonstrates superior performance in execution speed,
lower AL, and total cost, underscoring its viability for swift integration in smart metering
infrastructures. |
| URI/URL: | http://dlibrary.univ-boumerdes.dz:8080/handle/123456789/15474 |
| Collection(s) : | Publications Internationales
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