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Evaluación y optimización de la coincidencia de recursos para servicios de percepción en redes de comunicación de
Lei Wei1, Linjiang Shang1, Min Zhang2
1State Grid Jiangsu Electric Power Co., Nanjing, 210003, China.
Scientific reports
|December 27, 2025
Resumen
Este estudio presenta un nuevo método de entropía de ajuste para abordar el desajuste entre oferta y demanda en las redes de comunicación de sistemas de energía. Optimiza la asignación de recursos para servicios de percepción, mejorando la calidad del servicio y la utilización de los recursos.
Sus antecedentes:
- * Los servicios de percepción heterogéneos en los sistemas de energía enfrentan desajustes entre la demanda y la oferta de recursos (computación, almacenamiento, ancho de banda, energía).
- * Las restricciones de Calidad de Servicio (QoS), como el retraso, la fiabilidad y la precisión, exacerban estos desajustes.
- * Los métodos existentes tienen dificultades con las condiciones de red dinámicas y con recursos limitados.
Conclusiones:
- * El método de entropía de ajuste proporciona un marco sólido para la gestión de la asignación de recursos en redes de sistemas de energía.
- * La red neuronal dinámica de hipergrafos ofrece una solución eficaz para problemas de optimización complejos y transversales.
- * Este enfoque mejora la eficiencia y la fiabilidad de los servicios de percepción en los nuevos sistemas de energía.
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