Résumé
Power consumption in mobile communication networks constitutes 20-40% of the operating expenditure. The energy footprint is especially high at the radio access network (RAN), where Base stations (BSs) account for 60-80% of network power usage. In this context, we propose in this paper a novel power coordination framework that efficiently utilizes multiple power sources including conventional grid power, renewable energy, and battery storage systems. The proposed model incorporates dynamic pricing schemes and considers environmental impact while maintaining operational cost efficiency. Using Mixed Integer Linear Programming (MILP), we develop a scheduling framework that optimizes when to charge batteries and utilize renewable energy sources for either BS operation or battery charging, aiming to reduce energy consumption costs. Our simulation results demonstrate that the proposed solution achieves significant cost reduction compared to traditional greedy power consumption methods while maintaining service quality. Moreover, it outperforms purely renewable energy-based solutions which, while cost-effective, suffer from service interruptions with a Mean Time Between Failures (MTBF) of 10 minutes. Also, our proposed solution achieves superior performance than heuristic methods, by obtaining optimal results in 2 seconds compared to 5 minutes for heuristic approaches. This work contributes to the development of more sustainable and economically viable mobile network operations without penalizing service quality.
| langue originale | Anglais |
|---|---|
| titre | ICC 2025 - IEEE International Conference on Communications |
| rédacteurs en chef | Matthew Valenti, David Reed, Melissa Torres |
| Editeur | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 6462-6467 |
| Nombre de pages | 6 |
| ISBN (Electronique) | 9798331505219 |
| Les DOIs | |
| état | Publié - 2025 |
| Evénement | 2025 IEEE International Conference on Communications, ICC 2025 - Montreal, Canada Durée: 8 juin 2025 → 12 juin 2025 |
Série de publications
| Nom | IEEE International Conference on Communications |
|---|---|
| ISSN (imprimé) | 1550-3607 |
Conférence
| Conférence | 2025 IEEE International Conference on Communications, ICC 2025 |
|---|---|
| Pays/Territoire | Canada |
| La ville | Montreal |
| période | 8/06/25 → 12/06/25 |
SDG des Nations Unies
Ce résultat contribue à ou aux Objectifs de développement durable suivants
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SDG 7 – Energie propre et d'un coût abordable
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SDG 8 – Travail décent et croissance économique
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