水利信息化Issue(6)：48-54,7.DOI:10.19364/j.1674-9405.2025.06.008
大型土工离心机科学实验平台数智化能力提升研究
Research on digital and intelligent upgrade of large-scale geotechnical centrifuge scientific experiment platform
摘要
Abstract
To address common challenges in traditional laboratory management,including difficulties in IoT-based monitoring,safety supervision,and process traceability,this study focused on the core management workflows of the large-scale geotechnical centrifuge experimental platform and,driven by application needs,carried out the design,development,construction,and deployment of a digital-intelligent experimental platform.IoT sensor networks were deployed for real-time environmental data collection,an anomaly-graded early-warning model was designed to enable intelligent assessment and proactive alerts,and a full-lifecycle laboratory management system integrating personnel,equipment,and tasks was developed.BIM technology was incorporated to achieve 3D visualization of the testing base.Application results showed that the platform enables active-intelligent monitoring of environmental safety and comprehensive traceable management of experimental resources.The research enhances laboratory operational efficiency and management quality,offering a practical reference and implementation pathway for digitally intelligent support of scientific research.关键词
土工离心机/实验平台/数智化/物联网/实验室管理Key words
geotechnical centrifuge/experiment platform/digital-intelligent/Internet of Things/laboratory management分类
信息技术与安全科学引用本文复制引用
HE Yun,TANG Yingfu..大型土工离心机科学实验平台数智化能力提升研究[J].水利信息化,2025,(6):48-54,7.基金项目
中国水利水电科学研究院基本科研业务费专项项目(WR110145B0142025) （WR110145B0142025）
