With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. However, these storage re...
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 energy saving and emission reduction of 5G base stations.
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.
• 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.
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Abstract: The high-energy consumption and high construction density of 5G base stations have greatly increased the demand for backup energy storage batteries. To maximize …
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A significant number of 5G base stations (gNBs) and their backup energy storage systems (BESSs) are redundantly configured, possessing surplus capacit…
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A dynamic capacity leasing model of shared energy storage system is proposed with consideration of the power supply and load demand characteristics of large-scale 5G …
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Importantly, this study item indicates that new 5G power consumption models are needed to accurately develop and optimize new energy saving solutions, while also …
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The energy storage of base station has the potential to promote frequency stability as the construction of the 5G base station accelerates. This paper proposes a control strategy …
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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...
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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 …
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With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. …
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This paper delves into the pivotal role of 5G base stations in wireless communication, underscoring the need for uninterrupted service amidst surging data traffic …
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The high-energy consumption and high construction density of 5G base stations have greatly increased the demand for backup energy storage batteries.To maximize overall …
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This paper proposes an analysis method for energy storage dispatchable power that considers power supply reliability, and establishes a dispatching model for 5G base …
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