06/02/2025, 11:36 AM UTC
创新薄膜传感器技术实现注塑成型过程中自动化实时质量控制Innovative Thin-Film Sensor Technology Enables Automated Real-Time Quality Control in Plastic Injection Molding
➀ 弗劳恩霍夫IST开发了集成于注塑模具的薄膜传感器系统，可实时监测塑料制造过程中的温度与压力；
➁ 基于机器学习算法和边缘计算设备的数据分析，能在开模前即时识别缺陷并优化工艺，实现快速质量控制；
➂ 传感器的耐磨特性支持使用再生材料和含高比例玻璃纤维的可持续生产流程，助力循环经济。
➀ Fraunhofer IST developed a thin-film sensor system integrated into injection molds for real-time monitoring of temperature and pressure during plastic manufacturing;
➁ Machine learning algorithms on edge devices analyze sensor data to detect defects instantly and adjust processes before mold release, enabling rapid quality control;
➂ The wear-resistant sensors support sustainable production by allowing recycled materials and high fiber-content plastics to be used efficiently.
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