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On-site Safety Management Using Image Processing and Fuzzy Inference

机译:利用图像处理和模糊推理进行现场安全管理

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Construction is generally conducted in highly changeable site conditions due to operation of machinery, transfer of materials, moving workers, and changing progress status. Such dynamic characteristics can always lend themselves to the potential for safety accidents. However, it is not easy to have a generalized safety management system that can universally apply to every job site. Although there are some guidelines for safety management, their application to a construction site has to be tailored to satisfy the unique nature of the particular project. Based on the good understanding of the particular site, effective and appropriate safety management process should be derived for workers to be protected from potential dangers of the site. This paper presents an on-site safety management methodology based on image processing and fuzzy inference. Image processing is used to extract spatial information of workers; fuzzy inference is then used to provide the workers a proper level of safety warning based on the spatial information. Contextual site information, such as equipment operations and density of workers, also constitute the on-site safety management methodology. The proposed methodology is expected to provide a safer working environment for construction workers, through its capability to easily customize the safety management system for a construction site.
机译:由于机械的操作,材料的转移,工人的移动以及进度状态的变化,施工通常在变化很大的现场条件下进行。这种动态特性总是可以使他们潜在地发生安全事故。但是,要拥有一个普遍适用于每个工作现场的通用安全管理系统并不容易。尽管有一些安全管理准则,但必须调整其在建筑工地中的应用,以满足特定项目的独特性质。基于对特定现场的良好理解,应制定有效而适当的安全管理流程,以保护工人免受现场的潜在危险。本文提出了一种基于图像处理和模糊推理的现场安全管理方法。图像处理用于提取工人的空间信息;然后,基于空间信息,使用模糊推理为工人提供适当级别的安全警告。现场现场信息,例如设备操作和工人密度,也构成现场安全管理方法。预期该提议的方法通过其能够轻松地为建筑工地定制安全管理系统的能力,将为建筑工人提供一个更安全的工作环境。

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