Degradation parameter identification method, device, and product performance evaluation method and system
A technology of degradation parameters and identification methods, applied in design optimization/simulation, electrical digital data processing, special data processing applications, etc., can solve problems such as missing degradation trend parameters, loss of product degradation information, and inability to analyze and evaluate, etc., to achieve easy Realize the effect of data analysis, identification efficiency and high precision, and efficient degradation parameter identification
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Embodiment 1
[0048] Such as figure 1 As shown, the steps of the product degradation parameter identification method in this embodiment include:
[0049] S1. Parameter determination: determine all the target performance parameters that may have a degradation trend among the performance parameters of the target product;
[0050] S2. Acquisition of parameter sequence: obtain multiple data of each target performance parameter of the product within a specified time period respectively, and form a parameter sequence corresponding to each target performance parameter;
[0051] S3. Degradation parameter identification: According to the stationarity of each parameter sequence, determine whether the corresponding target performance parameter is a degeneration parameter.
[0052] This embodiment first analyzes the data change characteristics during the degradation process of product performance parameters. When the performance parameters of the product are in the non-degeneration period, that is, wh...
Embodiment 2
[0095] This embodiment uses the method of the present invention to realize the identification of product degradation parameters in a specific embodiment. Such as Figure 5 As shown, in this embodiment, all target performance parameters that may have a degradation trend among the product performance parameters are firstly determined through principle analysis, and by obtaining the parameter sequence of each target performance parameter, for the parameters that can be clearly identified, the stationarity characteristics and changes of the sequence The trend preliminarily determines whether the parameter sequence is stable; for parameters that cannot be clearly identified, the unit root test is further carried out, and the test p value is used to judge whether the performance parameter sequence is stable; according to the results of the stationarity test, it is judged whether it is a degraded parameter with a degradation trend, and the completion Quantitative identification of de...
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