41results about How to "Realize high-precision monitoring" patented technology

The invention discloses a femtosecond laser processing parameter confocal axial monitoring method based on deep learning, which belongs to the technical field of laser precision processing detection, including: S1, constructing a laser processing parameter confocal axial monitoring network based on a convolutional neural network; S2. Use the training samples to train the confocal axial monitoring network of laser processing parameters; S3. Input the surface topography and surface real-time axial position of the workpiece, the real-time position of the precision workbench, and femtosecond laser spatio-temporal parameters into the training to complete The confocal axial monitoring network of the laser processing parameters is used to obtain the real-time femtosecond laser processing accuracy and shape change monitoring results of the workpiece. The invention combines the confocal axial monitoring system with the convolutional neural network to train the deep learning model in the case of large data, so that it can quickly and synchronously accurately focus and align during the processing process, not only suitable for large batches It also realizes high-precision monitoring of the shape and performance parameters of samples during processing.

The invention discloses a circuit breaker intelligent regulation and control method based on target line state detection. The method includes S1, establishing a first corresponding relation model among a line diameter, a detection point distance and a temperature change range and storing the first corresponding relation model; S2, establishing a second corresponding relation model among the lengthof the line, the distance of the detection point and the temperature change range, and storing the second corresponding relation model; S3, collecting the diameter and length of the target line, andthe temperature at the first detection point and the second detection point; S4, searching the corresponding first temperature change range and the second temperature change range; S5, regulating andcontrolling the working state of the circuit breaker on the target line. The invention considers and sets a plurality of parameter reference models from the self-state of the line, In order to analyzethe influence of the line state on the overall temperature change of the line, and then through the analysis of the actual temperature on the line to determine the safety of the target line, directlyand quickly regulate and control the working conditions of the line so as to ensure the safety and stability of the line.