Performance evaluation method and device for mooring fixed rigging based on artificial intelligence

The invention provides a performance evaluation method and device for a mooring fixed rigging based on artificial intelligence, and relates to the technical field of data processing, and the method comprises the steps: obtaining an original sample data set of the mooring fixed rigging, the original sample data set comprises performance data of the mooring and fixing rigging in the actual operation process, performance data of the mooring and fixing rigging in various simulation environments of a laboratory and fault and use data; reconstructing a simulated and optimized neural network model based on a preset magnetic field line, and performing feature extraction processing on the original sample data set to extract a target feature set corresponding to each piece of sample data; the original sample data set and the target feature set are sent to a preset classifier, classification training is conducted on the classifier, a target performance evaluation model is determined, and the target performance evaluatio