Frontiers | Review of spatial layout planning
By combing the spatial layout planning methods, models and influencing factors of traditional single function station and multi-station
This paper explores the integration of distributed photovoltaic (PV) systems and energy storage solutions to optimize energy management in 5G base stations. By utilizing IoT characteristics, we propose a dual-layer modeling algorithm that maximizes carbon efficiency and return on investment while ensuring service quality.
The photovoltaic storage system is introduced into the ultra-dense heterogeneous network of 5G base stations composed of macro and micro base stations to form the micro network structure of 5G base stations .
The outer model aims to minimize the annual average comprehensive revenue of the 5G base station microgrid, while considering peak clipping and valley filling, to optimize the photovoltaic storage system capacity. The CPLEX solver and a genetic algorithm were used to solve the two-layer models.
Therefore, 5G macro and micro base stations use intelligent photovoltaic storage systems to form a source-load-storage integrated microgrid, which is an effective solution to the energy consumption problem of 5G base stations and promotes energy transformation.
PDF version includes complete article with source references.
Get technical specifications, application guides, and ROI analysis tools for containerized microgrid solutions, mobile energy storage containers, and portable power systems.
15 Industrialna Street, Włochy District
Warsaw, Poland 02-492
Sales & General: +48 22 824 4067
Technical Support: +48 607 809 270
Monday - Friday: 8:00 AM - 6:00 PM CET
Saturday: 8:00 AM - 2:00 PM CET