人工智能大模型在制造业应用前景分析

doi：10.3969/J.ISSN.1672-7274.2025.06.046

中图分类号：TP18；TP3 文献标志码：A 文章编码：1672-7274（2025）06-0138-04

Outlook for the Application of Large Model in the Manufacturing Industry

LIUYongdong1，ZHANG Zhenqian¹，SHUJian （1.China Industrial Control Systems Cyber Emergency Response Team，Beijing 10o040， China; 2.ChinaInternetNetworkInformationCenter，Beijing1ooo7o，China）

Abstract：Large model is driving anew wave of technological innovationand industrial tansformation，catalyzing emerging business models and injecting new momentum into economic growth.As a pilar of the real economy， the manufacturing sector stands to gain substantiall from the deep integrationoflarge model. Accelerating their adoption is critical toadvancing the vision of amodern， innovation-driven manufacturing powerhouse. Currently，large model has demonstrated promising yet fragmented applications acrossvarious stages of the manufacturing lifecycle— including design，production，operations，and management.In the future，anintegrated ecosystem of collaborative models，AI agent，and embodied intelligence may reshape the sector byenabling full-processoptimization.Despite these advancements，significant challnges persist： limited domain-specific capabilities，restricted access to highquality industrialdata，highdeploymentcosts，andashortageofinterdisciplinarytalent.Addresingthesebottlenecks requires promoting open-source innovation， developing comprehensive industrial datasets， expanding computing infrastructure，andcultivatinghigh-level talents.Suchefforts willbevital toachieving high-end，inteligent，and sustainable development in manufacturing.

Keywords：artificial intelligence; large model; manufacturing; application outlook

1 人工智能大模型成为制造业转型升级驱动力

1.1大模型引领新一轮人工智能浪潮

人工智能是新一轮科技革命和产业变革的重要驱动力量，将彻底改变生产生活方式，对全球竞争格局产生深远影响。（剩余4474字）