安全、健康和环境2025，Vol.25Issue(10)：1-11,11.DOI:10.3969/j.issn.1672-7932.2025.10.001
人工智能技术在实验室安全领域的应用分析
Application Analysis of Artificial Intelligence Technology in Laboratory Safety
摘要
Abstract
Laboratories,as crucial bases for scientific research and innovation,are receiving growing atten-tion regarding safety issues.Traditional laboratory safety management models have played a significant role in ensuring a safe laboratory environment.However,with the increase in the number and complexity of laborato-ries,the limitations of these conventional approaches have become more evident.Against this backdrop,using bibliometrics as the research method and leveraging CiteSpace visualization analysis software,this study system-atically reviewed and analyzed literature published in core journals in this field over the past five years.Through an in-depth exploration of keyword co-occurrence,clustering,and the author-institution collaboration network,this research aims to outline the distribution of research forces,research hotspots,and future development trends in this field.The analysis reveals that artificial intelligence technologies,particularly deep learning algorithms such as neural networks,are rapidly becoming the key driving force for the intelligent upgrade of laboratory safe-ty.Then,the application approaches of these technologies in real-time hazard monitoring,risk assessment,and automatic early warning in laboratory were emphatically summarized.Finally,the future prospects of artificial intelligence technology in the field of laboratory safety are discussed.关键词
实验室安全/管理模式/人工智能/神经网络/文献计量学Key words
laboratory safety/management model/artificial intelligence/neural network/bibliometrics分类
安全科学引用本文复制引用
张人友,冯文龙,张福蕾,田翔宇..人工智能技术在实验室安全领域的应用分析[J].安全、健康和环境,2025,25(10):1-11,11.基金项目
化学品安全全国重点实验室开放基金(SKLCS-2024014),涉危化品实验中人行为的耦合演化及概率安全分析 （SKLCS-2024014）
北京市教委科技计划项目(KM202210017002),人机交互视角下的高校科研实验风险评估与溯源研究. （KM202210017002）
