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The research on 5G base station load forecasting technology can provide base station operators with a reasonable arrangement of energy supply guidance, and realize the energy saving and emission reduction of 5G base stations.
This work explores the factors that affect the energy storage reserve capacity of 5G base stations: communication volume of the base station, power consumption of the base station, backup time of the base station, and the power supply reliability of the distribution network nodes.
The denseness and dispersion of 5G base stations make the distance between base station energy storage and power users closer. When the user's load loses power, the relevant energy storage can be quickly controlled to participate in the power supply of the lost load.
During main power failures, the energy storage device provides emergency power for the communication equipment. A set of 5G base station main communication equipment is generally composed of a baseband BBU unit and multiple RF AAU units. Equation 1 serves as the base station load model:
Meanwhile, communication base stations often configure battery energy storage as a backup power source to maintain the normal operation of communication equipment [3, 4]. Given the rapid proliferation of 5G base stations in recent years, the significance of communication energy storage has grown exponentially [5, 6].
The construction of new power energy storage equipment undoubtedly increases the economic strain on the power system [1, 2]. Meanwhile, communication base stations often configure battery energy storage as a backup power source to maintain the normal operation of communication equipment [3, 4].
The charging and discharging capacity of the battery pack in the base station energy storage system can be described as Equation (10): and are the current charging power and discharging power of the battery, respectively, and is an operating cycle.
The battery pack in the energy storage section has the capacity to absorb energy as a load, thereby increasing the power consumption of the grid during the trough period. It can also release energy to reduce the overall power consumption of the base station, thus balancing the high load of the grid during the peak period.
A typical flywheel energy storage system, which includes a flywheel/rotor, an electric machine, bearings, and power electronics. Fig. 3. The Beacon Power Flywheel, which includes a composite rotor and an electric machine, is designed for frequency regulation.
The US Marine Corps are researching the integration of flywheel energy storage systems to supply power to their base stations through renewable energy sources. This will reduce the dependence on chemical batteries and, ultimately cost of running . 7. Future Trends
The Beacon Power Flywheel, which includes a composite rotor and an electric machine, is designed for frequency regulation. Fig. 1 has been produced to illustrate the flywheel energy storage system, including its sub-components and the related technologies.
While many papers compare different ESS technologies, only a few research, studies design and control flywheel-based hybrid energy storage systems. Recently, Zhang et al. present a hybrid energy storage system based on compressed air energy storage and FESS.
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