Engine fault diagnosis alarm system and device
A fault diagnosis and alarm system technology, applied in the direction of internal combustion engine testing, etc., can solve the problems of incompatible data, inability to manage, not playing the role of application, low degree of automation, etc., to achieve good scalability, good user interface, and functionality. strong effect
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[0035] The present invention will be further described in conjunction with the following application scenarios.
[0036] The engine fault diagnosis alarm system and device are characterized in that (1) cloud storage of engine diagnostic data is realized, (2) based on convolutional neural network (Convolutional Neural Networks, CNN) and Gaussian Mixture Model (Gaussian Mixture Model, GMM) (3) Real-time alarm of vibration signal abnormal value and fault; functions mainly include: signal acquisition module, signal display module, signal analysis module, data management module, signal playback module, fault diagnosis module, alarm module ; System work flow chart such as figure 1 Shown:
[0037] The data acquisition module controls the PCI board to collect in real time the vibration signal sensed by the acceleration sensor attached to the engine surface; and transmits the collected data to the signal analysis module;
[0038] The signal analysis module performs frequency spectrum...
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