Method for improving wind power absorption ability of electric power system through electricity-to-gas energy storage technology
A wind power consumption and power system technology, applied in wind power generation, instruments, data processing applications, etc., can solve problems such as underutilization of energy storage systems, restricted applications, and insufficient large-capacity space for energy storage
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[0078] A method for improving the ability of a power system to accommodate wind power by using power-to-air energy storage technology based on controlling translational loads, comprising the following steps:
[0079] Step 1: Perform day-ahead wind power output forecast and load forecast: decompose wind power in the frequency domain to obtain three parts: daily cycle, low frequency and high frequency. The regularity of the daily cycle part is very obvious, and the system is fitted by combining the advantage of the BP neural network being sensitive to the law. In the present invention, a single hidden layer neural network is adopted, the neuron transfer function of the middle layer of the network adopts an S-type tangent transfer function, and the output layer neuron transfer function adopts an S-type logarithmic transfer function. The low frequency part obtained after frequency domain decomposition is a section of very smooth curve. In the present invention, the prediction meth...
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