智慧工地视觉智能技术深化应用探讨

Discussion on in-depth application of visual intelligence technology in smart construction sites

【目的】油气储运建设工程的工地现场环境恶劣、作业危险系数高、施工人员成分复杂,工地安全管理面临巨大困难,而视觉智能技术的应用可为提升工地安全管控能力提供有效的技术支撑。【方法】针对视觉智能技术在智慧工地中应用的不足,提出全周期管理模式的理念,围绕全周期管理模式深入分析和探讨视觉智能技术在智慧工地中的深化应用,结合工地安全实际管理需要,提出智慧工地全周期管理的视频AI十安防模式,并对智慧工地视觉智能技术的应用发展趋势进行展望。【结果】智慧工地全周期管理的视频AI十安防模式构建了全场景安全监控、全要素风险识别、全方位事件管理的安全管理运行保障机制,确保了安全管理无盲区、无遗漏,实现了智慧工地安全管理的全面性、连续性以及精细化;通过对海量视频数据的深度挖掘分析,可更加全面地理解工地安全问题和管理挑战,建立数据驱动、数据指引的管理决策机制,通过更加智能、精准地分析研判和科学决策可进一步提升工地安全管理的质量和效能。【结论】智慧工地全周期管理的视频AI十安防模式将智能监控与智能研判创新应用于工地安全管理的事前、事中、事后各个环节,每个环节相互关联构成了完整的安全管理循环,消除管理盲区实现了全方位的安全管理,可为油气储运行业技术人员在智慧工地场景深化应用视觉智能技术提供参考与借鉴。(图4,参21)

[Objective]The challenging construction site environment for oil and gas storage and transportation projects,with high operational risk and complex personnel composition,poses significant difficulties for safety management.However,the integration of visual intelligence technology can provide effective technical support for improving safety control measures.[Methods]In this paper,the concept of a full-cycle management mode was proposed at first in response to deficiencies in the application of visual intelligence technology in smart construction sites.Subsequently,the deepened application of visual intelligence technology in smart construction sites was analyzed and discussed around the full-cycle management mode.Furthermore,a"video AI+security"mode was identified for full-cycle management of smart construction sites,taking into account actual site safety management needs.Finally,the future application and development trends of visual intelligence technology in smart construction sites were explored and prospected.[Results]A safety management operation guarantee mechanism was implemented through the"video AI+security"mode for the full-cycle management of smart construction sites,enabling total-factor risk identification,all-round event management and thorough safety monitoring,preventing any blind spots or omissions in safety management,and achieving comprehensive,continuous and refined safety management for smart construction sites.Through in-depth analysis of vast video data,a more nuanced understanding of site safety issues and management challenges was gained,establishing a data-driven and data-guided decision-making mechanism,thus further improving the quality and efficiency of site safety management through more intelligent and precise analysis,judgment and scientific decision-making.[Conclusion]The"video AI+security"mode for full-cycle management of smart construction sites innovatively applies intelligent monitoring and judgment to all links of site safety management,creating an interrelated and comprehensive safety management cycle.This approach eliminates blind spots in management and realizes comprehensive safety management,providing a reference for technicians in the oil and gas storage and transportation industry to deepen the application of visual intelligence technology in smart construction sites.(4 Figures,21 References)