Fault diagnosis optimization method, system and equipment of a CNC machine tool under multiple working conditions
A CNC machine tool and fault diagnosis technology, which is applied in the general control system, control/adjustment system, program control, etc., can solve the problems of low diagnosis rate, low utilization rate of collected data, and low generalization of fault diagnosis models. Improve generalization and accuracy, improve safety and reliability, and improve the effect of fault diagnosis rate
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[0097] Specific embodiments of the present invention will be described below in conjunction with the accompanying drawings.
[0098] Such as figure 1 A method for fault diagnosis and optimization of CNC machine tools under multiple working conditions is shown, including the following steps:
[0099] S1: Use the effective independent method to optimize the sensor position of the CNC machine tool to form an optimal layout plan for the sensor of the CNC machine tool.
[0100] The purpose of this step is to realize the optimization of the sensor layout. The sensor position of the CNC machine tool can be optimized and calculated by means of an effective independent algorithm and other optimization processing methods, so that the collected characteristic parameters of the CNC machine tool can describe the operating state of the CNC machine tool as much as possible.
[0101] The generation process of the sensor optimal layout scheme is to use the effective independence method (EI) t...
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