Health evaluation index and failure predication method for DC (Direct Current)-DC convertor
A DC-DC, health assessment technology, applied in the direction of electronic circuit testing, etc., can solve problems such as unaccounted for fluctuations in circuit working conditions, and achieve the effect of simple implementation and high precision
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[0013] The technical scheme of the present invention is described in detail below in conjunction with accompanying drawing:
[0014] Such as figure 1 As shown, the present invention evaluates the health of the DC-DC converter based on the health evaluation index, and combines the LS-SVM prediction algorithm to realize the fault prediction of the circuit. It mainly includes collecting circuit signals, calculating health assessment indicators, performing health assessment and fault prediction. The present invention takes a DC-DC converter with a pure resistive load as an example to describe its implementation in detail:
[0015] Step 1. Obtain the benchmark value of the DC-DC converter health assessment index:
[0016] Step 1.1. Define a DC-DC circuit whose performance indicators meet the design requirements as a healthy circuit, and collect four state signals of the healthy circuit from time t=0, which are the input voltage u in , input current i in , output voltage u out ...
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Abstract
Description
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