Research on Injection Molding Process Monitoring and Optimization Based on Electroacoustic Sensing Technology
For the problem of process monitoring and optimization in injection molding,a smart monitoring and optimization system based on acoustic sensing technology is proposed.It uses pressure sensors and infrared thermal imaging to collect data in real-time.Wavelet analysis and machine learning detect anomalies.Deep learning and reinforcement learning optimize process parameters.Tests show the system improves detection accuracy,response speed,and product quality.
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