Research on the application of modern quality inspection technology in manufacturing
现代质量检验技术在制造业中的应用研究

摘要

现代质量检验技术在制造业中的应用不断深化，涵盖质量检测体系的演进路径、数据驱动系统的构建难点、人工智能在缺陷识别中的突破以及典型企业的效能提升实践。相关技术推动了检测方式从人工经验型向智能分析型转变，强化了过程控制能力与质量闭环管理机制。研究表明，质量检验技术的发展不仅依赖技术创新，更需要系统层面的协同优化。通过多维度技术融合与企业实际应用验证，现代质量检验正逐步成为保障产品质量、提高生产效率和增强企业竞争力的关键支撑力量。

Abstract

The application of modern quality inspection technology in manufacturing continues to deepen, covering the evolution of quality detection systems, challenges in constructing data-driven systems, breakthroughs in artificial intelligence for defect identification, and performance improvement practices in typical enterprises. These technologies have driven the transition of inspection methods from experience-based to intelligent analysis, enhancing process control capabilities and closed-loop quality management mechanisms. Research indicates that the development of quality inspection technology relies not only on technological innovation but also on collaborative optimization at the system level. Through multidisciplinary integration and practical validation in enterprises, modern quality inspection is gradually becoming a key support for ensuring product quality, improving production efficiency, and strengthening enterprise competitiveness.