Article Details

Title · Authors · Abstract · Keywords · DOI · References

Design and Practice of Digital Monitoring Platform for Laboratory Equipment

LI Hetao1,2,3, ZHANG Chuanxu1,2,3, DU Xiaojie1,2,3, WANG Haifeng1,2,3, ZHAO Ketian1,2,3, LIU Liang1,2,3, LIU Ying1,2,3

(1.Tianjin Key Laboratory of Submarine Pipeline, Tianjin 300452, China; 2.CNOOC Energy Technology and Services Limited Key Laboratory of Safety Service Guarantee Technology for Submarine Pipelines, Tianjin 300452, China; 3.CNOOC (Tianjin) Pipeline Engineering Technology Co., Ltd., Tianjin 300452, China)

Section：Computer Technology · Vol. 2026, Issue 6 · Pages：87-92 · 2096-4706（2026）06-0087-06 · CLC number：TP277；TP311 · Document code：A · DOI：10.19850/j.cnki.2096-4706.2026.06.016

Abstract

This paper focuses on precision equipment in laboratories to solve practical problems such as low efficiency of manual inspection and delayed fault warning. This paper constructs a four-layer architecture consisting of a perception layer, transmission layer, platform layer, and application layer. Multiple types of sensors are deployed at key parts of the equipment to collect operating parameters. Data processing and analysis are conducted relying on cloud-edge collaboration technology and AI algorithm models, and multi-terminal visualization dashboards are developed. During the six-month trial operation of the platform, the fault warning accuracy reaches 100%, the average fault-free operation time of equipment increases by 81%, the data acquisition error rate is controlled within 2%, and more than 1.2 million pieces of equipment operation data are accumulated. This platform promotes the transformation of laboratory equipment management from passive response to active prevention, providing a practical solution for the intelligent management of precision instrument centralized scenes.

Keywords

experimental equipment; digital monitoring; sensor; dynamic environment monitoring host; digital dashboard

References

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About the authors

Li Hetao (1979.07-), male, Han nationality, from Tangshan, Hebei Province, intermediate engineer, bachelor's degree, research direction: digitalization of pipeline inspection and evaluation.