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Personal Protective Equipment (PPE) with analysis stream processing for detection of safety events

机译:具有分析流处理功能的个人防护设备(PPE),用于检测安全事件

摘要

In some examples, the system includes a personal protection equipment (PPE) article having at least one sensor configured to generate a stream of usage data; And an analysis stream processing component, the analysis stream processing component comprising: a communication component for receiving a stream of usage data; At least one model for storing at least one part of a stream of usage data and at least one model for detecting a safety event signature, the at least one model being associated with a set of usage data generated by one or more other PPE articles of the same type as the PPE article Trained based at least in part on; And one or more computer processors, wherein the one or more computer processors detect a safety event signature in a stream of usage data based on processing the stream of usage data into a model, and generate an output in response to detecting a secure event signature .
机译:在一些示例中,该系统包括个人保护设备(PPE)物品,该物品具有至少一个传感器,该至少一个传感器被配置为生成使用数据流。以及分析流处理组件,该分析流处理组件包括:通信组件,用于接收使用数据流;以及至少一个用于存储使用数据流的至少一部分的模型和至少一个用于检测安全事件签名的模型,所述至少一个模型与由一个或多个其他PPE物品生成的使用数据集相关联与PPE文章受过培训的类型相同,至少部分基于该类型;以及一个或多个计算机处理器,其中所述一个或多个计算机处理器基于将使用数据流处理为模型来检测使用数据流中的安全事件签名,并响应于检测到安全事件签名而生成输出。

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