Smart Manufacturing: Application and Effectiveness Evaluation of Artificial Intelligence Technologies in Production Processes

Abstract

With the rapid innovation of the global manufacturing industry, smart manufacturing has gradually become an important driving force to improve production efficiency and optimise product quality. Smart manufacturing not only integrates advanced automation, data analysis and optimisation technologies, but also promotes the innovation and upgrading of the manufacturing model. In the smart manufacturing system, artificial intelligence (AI) technology plays a crucial role, and its wide application is injecting new vitality into the traditional manufacturing industry, making the production process smarter, decision-making more forward-looking, and quality control more accurate. Through data-driven analysis and prediction, AI technology is able to identify and optimise bottlenecks in the production process, helping to realise a highly automated production model that reduces resource consumption and improves overall competitiveness. This paper focuses on specific application cases of AI technology in smart manufacturing, in-depth assessment of its effectiveness in improving production efficiency and product quality, and discusses the far-reaching changes brought by AI technology to the manufacturing industry and the challenges it faces, so as to provide a reference for the further development of smart manufacturing in the future.