摘要
目前,工业算网和工业人工智能融合仍面临方案通用性不强,大部分停留在系统初步适配阶段,深层次的业务流程、管控机制融合不足等问题,导致工业算网设施投入高、推广应用困难、管控脱节、协同不足。通过梳理二者融合的发展现状,剖析了供需不匹配、融合不深入、系统安全存在隐患和标准研制处于起步阶段等问题,同时展望了技术、应用、生态等方面的未来发展趋势,并从引导扶持、技术攻坚、生态构建3个维度提出针对性建议。随着新型工业网络的技术持续创新突破与生态不断协同深化,工业算网和工业人工智能融合发展将逐步破解当前瓶颈,为工业领域带来生产效率提升、能耗降低、自主化水平提高等多重价值,助力我国工业体系向智能化、绿色化、高端化方向迈进。
At present,the integration of Industrial Computing and Network Convergences and industrial artificial intelligence still faces such challenges as poor versatility of solutions,which leads to high investment and difficulties in promotion and application.Most integrations are still at the system adaptation stage,and the lack of deep integration with business processes and management control mechanisms leads to fragmented management and insufficient collaboration.By examining the current state of technological convergence,this paper analyzes the problems of the mismatch between supply and demand,insufficient depth of integration,potential risks in system security and the standard development is still in the initial stage.Meanwhile,this paper looks forward to the future development trends in terms of technology,application and ecology,and puts forward targeted suggestions from three dimensions:technological tackling,guidance and support,and ecological construction.With continuous breakthroughs in technological innovation and deepening ecological synergy,integrated development will gradually overcome current bottlenecks,delivering multiple benefits to the industrial sector—significant improvements in production efficiency,substantial reductions in energy consumption,and marked enhancements in self-reliance.This will propel China's industrial system toward smarter,greener,and more integrated.
作者
陈昕
张恒升
付韬
李果
CHEN Xin;ZHANG Hengsheng;FU Tao;LI Guo(Potevio Information Engineering&Service Co.,Ltd.,Beijing 100088,China;Technology and Standards Research Institute,China Academy of Information and Communications Technology,Beijing 100191,China)
出处
《信息通信技术与政策》
2026年第1期31-40,共10页
Information and Communications Technology and Policy
关键词
工业算网
工业人工智能
融合
industrial computing and network convergence
industrial artificial intelligence
integration
