Microgrid distributed power supply decentration optimization operation method based on power generation prediction
A technology for distributed power generation and power generation prediction, which is applied in the direction of single-network parallel feeding arrangement, etc., and can solve problems such as difficult coordination relations, differences, and line impedance influences
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[0066] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0067] A decentralized optimization operation method for microgrid distributed power generation based on power generation prediction, such as figure 1 shown, including the following steps:
[0068] Step 1: Based on multiple types of data, use the long-term short-term memory network, that is, the LSTM method to predict the local power generation of each distributed power source. The specific method is:
[0069] Step 1.1: Collect information such as regional microgrid historical power generation data, regional weather information, date type, etc., every 15 minutes, with a total of 96 points collected every day;
[0070] Step 1.2: Data preprocessing, perform data preprocessing on the collected data, eliminate outlier data, replace outliers with adjacent day interpolation, and form a training data set;
[0071] Step 1.3: U...
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