At the same time, a large number of 5G base stations (BSs) are connected to distribution networks , which usually involve high power consumption and are equipped with backup energy storage, , giving it significant demand response potential.
In this paper, a distributed collaborative optimization approach is proposed for power distribution and communication networks with 5G base stations. Firstly, the model of 5G base stations considering communication load demand migration and energy storage dynamic backup is established.
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.
Afterward, a collaborative optimal operation model of power distribution and communication networks is designed to fully explore the operation flexibility of 5G base stations, and then an improved distributed algorithm based on the ADMM is developed to achieve the collaborative optimization equilibrium.
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However, there is still a need to understand the power consumption behavior of state-of-the-art base station architectures, such as multi-carrier active antenna units (AAUs), …
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The Hidden Crisis in 5G Infrastructure Deployment Did you know that 5G base stations consume 3.5× more power than 4G counterparts? As operators deploy distributed architectures to meet …
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Our study introduces a communications and power coordination planning (CPCP) model that encompasses both distributed energy resources and base stations to improve …
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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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With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. …
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Building a new power system demands thinking about the access of plenty of 5G base stations. This study aims to promote renewable energy (RES) consumption and efficient …
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Recently, 5G communication base stations have steadily evolved into a key developing load in the distribution network. During the operation process, scienti c dispatch-fi ing and management of …
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Multiple 5G base stations (BSs) equipped with distributed photovoltaic (PV) generation devices and energy storage (ES) units participate in active distribution network …
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1 State Key Laboratory of Alternate Electrical Power System with Renewable Energy Source, North China Electric Power University, Beijing, China 2 Information and …
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Distributed Optimization Operation of Distribution Network Considering 5G Base Station Communication Load Transfer and Backup Energy Storage Aggregation Regulation [J].
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1 State Key Laboratory of Alternate Electrical Power System with Renewable Energy Source, North China Electric Power University, Beijing, China 2 Information and …
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Finally, the effectiveness of the proposed distributed collaborative optimization model is validated by a modified IEEE 33-bus power distribution and communication networks …
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