摘要
随着新一代信息技术的快速发展,大模型作为人工智能领域关键技术,正以全新方式为各行各业注入新动能。在制造业领域,大模型正从局部的流程优化向全域的创新赋能跃进,涵盖了从设计研发、生产制造,到运营管理各个环节,成为推动制造业向数字化、绿色化发展的新引擎。研究聚焦以DeepSeek为代表的大模型,详细分析其理论基础、技术发展趋势以及在制造业中的赋能机制、应用案例、面临的挑战和应用前景,探讨大模型如何赋能制造业数智化与高质量发展。
With the rapid development of new-generation information technologies,large language models,as a key technology in the field of artificial intelligence,are injecting new momentum into various industries through innovative approaches.The application of large language models in manufacturing is advancing from localized process optimization to comprehensive innovation empowerment across the entire value chain,encompassing all stages from design and R&D,production and manufacturing,to operations management.This evolution is emerging as a new engine driving the manufacturing industry's digital and green transformation.The paper focuses on large language models represented by DeepSeek,providing detailed analysis of their theoretical foundations,technological development trends and their empowerment mechanisms in manufacturing.It examines application cases,existing challenges,and future prospects,while exploring how large language models can facilitate digital-intelligent integration and high-quality development in the manufacturing industry.
作者
孙元更
高航
谭璐
Sun Yuangeng;Gao Hang;Tan Lu(Beijing Institute of Remote Sensing Equipment,Beijing 100854,China;China Industrial Control Systems Cyber Emergency Response Team,Beijing 100040,China)
出处
《数字化转型》
2025年第8期45-54,共10页
Digital Transformation
