Personal protective equipment (PPE) with analytical stream processing for safety event detection
First Claim
1. A system comprising:
- an article of personal protective equipment (PPE) having at least one sensor configured to generate a stream of usage data; and
an analytical stream processing component comprising;
a communication component that receives the stream of usage data from the at least one sensor of the article of PPE;
a memory configured to store at least a portion of the stream of usage data and at least one model for detecting a safety event signature indicative of a predicted occurrence of an imminent safety event, wherein the at least one model is trained based at least in part on a set of usage data generated, prior to receiving the stream of usage data, by one or more other articles of PPE of a same type as the article of PPE; and
one or more computer processors configured to;
detect the safety event signature indicative of the predicted occurrence of the imminent safety event in the stream of usage data based on processing the stream of usage data with the model, andgenerate an output in response to detecting the safety event signature.
1 Assignment
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Accused Products
Abstract
In some examples, a system includes an article of personal protective equipment (PPE) having at least one sensor configured to generate a stream of usage data; and an analytical stream processing component comprising: a communication component that receives the stream of usage data; a memory configured to store at least a portion of the stream of usage data and at least one model for detecting a safety event signature, wherein the at least one model is trained based as least in part on a set of usage data generated by one or more other articles of PPE of a same type as the article of PPE; and one or more computer processors configured to: detect the safety event signature in the stream of usage data based on processing the stream of usage data with the model, and generate an output in response to detecting the safety event signature.
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Citations
56 Claims
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1. A system comprising:
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an article of personal protective equipment (PPE) having at least one sensor configured to generate a stream of usage data; and an analytical stream processing component comprising; a communication component that receives the stream of usage data from the at least one sensor of the article of PPE; a memory configured to store at least a portion of the stream of usage data and at least one model for detecting a safety event signature indicative of a predicted occurrence of an imminent safety event, wherein the at least one model is trained based at least in part on a set of usage data generated, prior to receiving the stream of usage data, by one or more other articles of PPE of a same type as the article of PPE; and one or more computer processors configured to; detect the safety event signature indicative of the predicted occurrence of the imminent safety event in the stream of usage data based on processing the stream of usage data with the model, and generate an output in response to detecting the safety event signature. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28)
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29. A computing device comprising:
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one or more computer processors that receive a stream of usage data from at least one sensor of an article of personal protective equipment (PPE), wherein the article of PPE has the at least one sensor configured to generate the stream of usage data; a memory that stores at least a portion of the stream of usage data and at least one model for detecting a safety event signature indicative of a predicted occurrence of an imminent safety event, wherein the at least one model is trained based at least in part on a set of usage data generated, prior to receiving the stream of usage data, by one or more other articles of PPE of a same type as the article of PPE; wherein the one or more computer processors detect the safety event signature indicative of the predicted occurrence of the imminent safety event in the stream of usage data based on processing the stream of usage data with the model; and wherein the one or more computer processors generate an output in response to detecting the safety event signature. - View Dependent Claims (30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56)
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Specification