人工智能与标准化算法在智能制造中的应用探索

Exploration of the Application of Artificial Intelligence and Standardized Algorithm in Intelligent Manufacturing

CHEN Ying（Yuncheng Advanced Normal College）

Abstract： In the field of intelligent manufacturing， optimizing production process and scheduling， realizing accurate intelligent control， predictive maintenance and fault prediction， and promoting supply chain optimization and intelligent management have become key research directions. At present， enterprises are faced with challenges such as production efficiency improvement， cost control and market competition. It is necessary to introduce artificial intelligence and standardized algorithms， combined with intelligent algorithms such as genetic algorithm and particle swarm algorithm， to carefully optimize production tasks and resource scheduling and realize intelligent upgrading of production lines. At the same time， it is necessary to use machine vision， deep learning and other technologies to carry out high-precision and high-speed product testing， combined with big data analysis to achieve automatic diagnosis and intelligent decision-making of quality problems. In addition， it is essential to use sensors to collect equipment operation data， and apply random forest， deep learning network and other algorithms to establish a prediction model， so as to achieve predictive maintenance and fault prediction of equipment.

Keywords： artificial intelligence， algorithm， standardization， intelligent manufacturing

0 引 言

随着智能制造技术的快速发展，企业正积极探索如何利用智能算法与先进技术，实现生产效率与产品质量的双重提升。（剩余4144字）