摘要
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.
作者
陈晨
张龄之
陆恒杨
CHEN Chen;ZHANG Lingzhi;LU Hengyang(School of Food Science and Technology,Jiangnan University,Wuxi 214122,China;School of Artificial Intelligence and Computer Science,Jiangnan University,Wuxi 214122,China)
出处
《实验技术与管理》
CAS
北大核心
2023年第9期260-266,共7页
Experimental Technology and Management
基金
国家自然科学基金青年项目(62002137)
江南大学实验室管理专项研究课题重点项目(JDSYS202204)
江苏省高校实验室研究会研究课题(GS2022BZZ10)
中国博士后科学基金面上项目(2022M711360)。
关键词
大型仪器设备
开放共享
管理机制
人工智能
large-scale instruments and equipment
open sharing
management mechanism
artificial intelligence
