Optimization Control Strategy for Base Stations Based on
Mar 31, 2024 · With the maturity and large-scale deployment of 5G technology, the proportion of energy consumption of base stations in the smart grid is increasing, and there is an urgent
Mar 31, 2024 · With the maturity and large-scale deployment of 5G technology, the proportion of energy consumption of base stations in the smart grid is increasing, and there is an urgent
Jul 1, 2025 · During the intraday stage, based on day-ahead predicted data of renewable energy output and load and errors, the model adjusts the backup energy storage of the 5G base
Sep 25, 2024 · The research on 5G base station load forecasting technology can provide base station operators with a reasonable arrangement of energy supply guidance, and realize the
Feb 13, 2025 · The innovative approach of "5G base stations + distributed renewable energy sources + repurposed electric vehicle batteries" utilizes the distributed renewable energy. This
Apr 27, 2025 · A major obstacle to the widespread adoption and long-term sustainability of 5G base stations is their high power consumption. Implementing an energy storage system serves
Dec 1, 2025 · To further explore the energy-saving potential of 5 G base stations, this paper proposes an energy-saving operation model for 5 G base stations that incorporates
Sep 25, 2024 · College of Electrical and Information Engineering, Hunan University, Changsha, China With the rapid development of 5G base
Nov 14, 2025 · 5G base station electrical adjustment maturity and large-scale deployment of 5G technology, the proportion of energy consumption of base stations in the smart grid is
Aug 1, 2023 · An energy consumption optimization strategy of 5G base stations (BSs) considering variable threshold sleep mechanism (ECOS-BS) is proposed, which includes the initial
Sep 25, 2024 · College of Electrical and Information Engineering, Hunan University, Changsha, China With the rapid development of 5G base station construction, significant energy storage
Jan 22, 2023 · Interoperability with New Technologies: With new tech-nologies in 5G systems, additional constraints and im-pacts emerge. It is necessary to adjust the BS ON-OFF switching
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With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. However, these storage re...
According to the energy consumption characteristics of the base station, a 5G base station energy consumption prediction model based on the LSTM network is constructed to provide data support for the subsequent BSES aggregation and collaborative scheduling.
To meet the communication requirements of large capacity and low delay, the commissioning of new equipment has significantly improved the performance of 5G base stations compared with the previous generation base stations. At the same time, the new equipment has altered the power load characteristics of base stations.
• The 5G base station energy consumption prediction model based on LSTM proposed in this paper takes into account the energy consumption characteristics of 5G base stations. The prediction results have high accuracy and provide data support for the subsequent research on BSES aggregation and optimal scheduling.