What is a distributed collaborative optimization approach for 5G base stations?
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.
What is a 5G base station?
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.
What is a 5G base station energy consumption prediction model?
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.
What is a collaborative optimal operation model of 5G base stations?
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.
What is a 5G BS Model?
A 5G BS model considering communication load migration and energy storage dynamic backup is established. A coordinated optimization model of the interacted distribution and 5G communication networks is proposed. An improved ADMM-based distributed algorithm is designed for the coordinated optimal operation of two networks.
How a 5G base station has changed the performance of a base station?
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.
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