基于支持向量机建筑施工安全预警模型的研究  

Study on warning model of construction safety based on SVM

作　　者：张明丽[1] 姚继涛[2] 

机构地区：[1]西安建筑科技大学劳动安全卫生研究所,西安710055 [2]西安建筑科技大学土木工程学院,西安710055

出　　处：《中国安全生产科学技术》2011年第3期58-60,共3页Journal of Safety Science and Technology

摘　　要：本文针对中国建筑施工企业安全管理现状,以企业预警管理论和现代施工安全管理理论为指导,结合建筑安全施工的实践与经验,建立基于支持向量机的安全预警模型,构建具有自我调节、自我适应能力的建筑施工安全预警管理体系。根据建筑施工现场的调查,经过分析,应用支持向量机预警模型进行预警研究,通过预警的结果,分析建筑施工现场的安全程度。这为建筑施工现场减少事故的发生提供了一定的参考。Aiming at the current situation on safety management of the construction company in China,regarding the warning management of enterprise and theory of modern construction security management as guide,combining with the practice and experience of construction safety,a warning model based on support vector machine（SVM） was established and the construction safety warning management system with the function of self regulating and self-adaptive was built.On the basis of the research of the fabricating yard,the SVM model was applied to the study on early-warning.The result of the early-warning could show the safety degree of the fabricating yard.So that reference can be supplied to reduce accident on the the fabricating yard.

关 键 词：安全预警 支持向量机 数值模拟 

分 类 号：X947[环境科学与工程—安全科学]