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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.
The architecture and coordination optimization model composed of a 5G communication network and distribution network is proposed in Section 3. Afterward, a distributed coordination algorithm is designed in Section 4 with simulation results presented in Section 5. Finally, Section 6 concludes the paper. 2. Model of 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.
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.
Container energy storage systems are typically equipped with advanced battery technology, such as lithium-ion batteries. These batteries offer high energy density, long lifespan, and exceptional efficiency, making them well-suited for large-scale energy storage applications. 3. Integrated Systems
Through hydrogen energy storage technology, China has solved the volatility and instability of renewable energy, and built a wind - solar - hydrogen energy storage hybrid energy storage system .
In recent years, the innovative practice of integrating hydrogen storage devices into the power to gas system has attracted much attention, which not only helps to reduce the abandonment of wind and solar energy, but also improves the output stability of the power system.
Physical energy storage is limited by terrain conditions, while electrochemical energy storage faces cost and technical bottlenecks. Hydrogen energy storage stands out for its high energy density and efficient electrolysis characteristics, becoming the most potential energy storage solution .
Further research directions Due to the important application value of grid side energy storage power stations in power grid frequency regulation, voltage regulation, black start, accident emergency, and other aspects, attention needs to be paid to the different characteristics of energy storage when applied to the above different situations.
The 101 MW/202 MW•h grid side energy storage power station in Zhenjiang, Jiangsu Province, which was put into operation on July 18, 2018, is currently the largest grid side energy storage power station project in China and the world's largest electrochemical energy storage power station.
Evaluating the actual operation of energy storage power stations, analyzing their advantages and disadvantages during actual operation and proposing targeted improvement measures for the shortcomings play an important role in improving the actual operation effect of energy storage (Zheng et al., 2014, Chao et al., 2024, Guanyang et al., 2023).
For each typical application scenario, evaluation indicators reflecting energy storage characteristics will be proposed to form an evaluation system that can comprehensively evaluate the operation effects of various functions of energy storage power stations in the actual operation of the power grid.
