A Current-Based Ventilator Stall and Surge Monitoring and Diagnosis Method
A diagnostic method and ventilator technology, applied in the direction of mechanical equipment, machine/engine, pump control, etc., can solve the problems of diagnosis, equipment and personnel injury, unavoidable stall and surge hazards, etc., to avoid injuries and save costs , Improve the effect of accuracy and intelligence
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[0026] The present invention is described in detail below in conjunction with accompanying drawing:
[0027] The hardware structure of the system is as figure 1 As shown, it is mainly composed of a current transformer, a signal acquisition card, a microprocessor, a fan status display device, and a fault alarm device. It also has a parameter input interface, a data file reading and writing interface, and an alarm record storage interface; The microprocessor is STM32F107VCT6 processor.
[0028] Such as figure 2 Shown is the fault diagnosis flow chart of this system. Before signal collection, it is necessary to set the sampling frequency f, the array length N, and the interval vector h; after the parameter setting is completed, start to collect signals; perform an improved variogram operation on the collected current signals ;Fit the variogram value; take the extremum of γ(k,h) as the nugget point when h tends to 0; input the nugget point into the support vector machine model,...
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