In this paper, hybrid energy utilization was studied for the base station in a 5G network. To minimize AC power usage from the hybrid energy system and minimize solar energy waste, a Markov decision process (MDP) model was proposed for packet transmission in two practical scenarios.
This paper proposes a cooperative sleep and energy-sharing strategy for heterogeneous 5G base station microgrid (BSMG) systems, utilizing deep learning and an improved multi-objective evolutionary algorithm based on decomposition (MOEA/D). We present a reference scenario for a 5G BSMG system comprising a central and sub-base station microgrid.
The integration of sustainable renewable energy sources, such as solar and wind power, can significantly reduce the electricity costs and carbon emissions associated with base stations in 5G networks. However, it is difficult for traditional power grids to fully accommodate green energy, thus exacerbating the environmental burden [7, 8, 9].
We present a reference scenario for a 5G BSMG system comprising a central and sub-base station microgrid. A prediction model was developed, integrating a convolutional neural network with a dual attention mechanism and bidirectional long short-term memory to determine the operational status of BSMGs.
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This paper proposes a cooperative sleep and energy-sharing strategy for heterogeneous 5G base station microgrid (BSMG) systems, …
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Which power supply mode is used for micro base station?For the micro base station, all-Pad power supply mode is used, featuring full high efficiency, full self-cooling and smooth upgrade …
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The energy consumption of the mobile network is becoming a growing concern for mobile network operators and it is expected to rise further with operational costs and carbon …
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In this work, we aimed to minimize the AC power in the base station using a hybrid supply of energy based on max-imum harvesting power and minimum energy wastage, as …
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In the context of 5th-generation (5G) mobile communication technology, deploying indoor small-cell base stations (SBS) to serve visitors has become co…
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This paper proposes a real-time demand response model based on master-slave game considering profit maximization. The optimal day-ahead scheduling of energy storage …
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As 5G base stations multiply globally, their energy appetite threatens to devour operational efficiency. Did you know a single 5G site consumes 3x more power than 4G? With …
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The objective of this study was to optimize the parameters of BSs and energy-saving methods, providing a deep understanding of how these elements influence energy …
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Abstract In this paper, hybrid energy utilization was studied for the base station in a 5G network. To minimize AC power usage from the hybrid energy system and minimize …
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This survey specifically covers a variety of energy efficiency techniques, the utilization of renewable energy sources, interaction with the smart grid (SG), and the …
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With the rapid development of the digital new infrastructure industry, the energy demand for communication base stations in smart …
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In this paper, a multi-objective capacity optimization allocation strategy for hybrid energy storage microgrids applicable to 5G base stations in remote areas is proposed. The …
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In this work, we aimed to minimize the AC power in the base station using a hybrid supply of energy based on max-imum harvesting power and minimum energy wastage, as …
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The deployment of dense networks of small base stations represents one of the most promising solutions for future mobile networks to meet the foreseen increasing traffic …
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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 …
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Request PDF | On Aug 3, 2025, Qi Du and others published Multi-objective capacity optimization configuration strategy for hybrid energy storage microgrid in remote area 5G base stations | …
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The number of 5G base stations has reached 5.94 million, and the number of 5G users is over 1.87 billion. To deal with the high energy consumption, telecom operators are …
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This paper proposes a cooperative sleep and energy-sharing strategy for heterogeneous 5G base station microgrid (BSMG) systems, utilizing deep learning and an …
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