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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.
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Energy storage capacity is anticipated to reach between 580 and 1400 GW, accounting for 8–20% of total renewable energy capacity, and will be primarily located in regions with a high share of PV generation.
China's installed new-type energy storage capacity had reached 44.44 gigawatts by of the end of June, expanding 40 percent compared with the end of last year, the National Energy Administration (NEA) said on Wednesday. Lithium-ion batteries accounted for 97 percent of China's new-type energy storage capacity at the end of June, the NEA added.
In 2020, the total installed energy storage capacity was only 35.6 GW, with electrochemical storage accounting for 3.27 GW (CNESA, 2021). By 2023, an additional 21.5 GW of energy storage had been installed, with over 95% of this capacity being lithium battery-based electrochemical storage (CIAPS, 2024).
In this study energy storage is mainly used to balance the output of wind and PV, so it is assumed that energy storage is only deployed on the supply side of renewable power, only electrochemical energy storage based on lithium batteries is considered.
