人工智能技术赋能大型仪器设备开放共享研究

Research on the open sharing mechanism of large-scale instruments and equipment enabled by artificial intelligence technology

为提高大型仪器设备开放共享的智能化水平和开放共享效益,充分发挥人工智能技术的赋能作用,该文提出“测力”“测据”“测法”概念。在大仪开放共享的全生命周期,借助人工智能技术形成包括基于机器学习的大仪平台布局、虚拟现实融合的大仪培训体系、自然语言处理的大仪标准操作规程、知识图谱赋能的测试方法应用创新,结合工作实践验证了该方法论的效能、适用性和体系贡献。

In order to improve the intelligent level and open sharing benefit of large-scale instruments and equipment,and give full play to the enabling role of artificial intelligence technology,this paper puts forward the concepts of'force measurement','data measurement'and'measurement method'.In the whole life cycle of open sharing of large-scale instruments and equipment,with the help of artificial intelligence technology,the application innovation of large-scale instruments and equipment platform layout based on machine learning,large-scale instruments and equipment training system based on virtual reality fusion,large-scale instruments and equipment standard operating procedures of natural language processing,and test method of knowledge map empowerment is formed.Combined with work practice,the effectiveness,applicability and system contribution of this methodology are verified.