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基于YOLOv5网络模型的户内燃气安全检查仪

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设计基于YOLOv5网络模型的户内燃气安全检查仪,在燃气公司工作人员不入户的情况下,实现燃气泄漏检测、简单隐患识别、检查结果告知等功能.对检查仪的功能、硬件设计和软件设计、隐患识别算法进行探讨.采用该检查仪,未用气接头未封堵、软管老化、管道锈蚀的隐患识别准确率较高,无管箍、无烟道、烟道破损的隐患识别准确率较低.
Indoor Gas Safety Inspector Based on YOLOv5 Network Model
The indoor gas safety inspector based on YOLOv5 network model was designed,which can a-chieve functions such as gas leakage detection,simple hidden danger identification and notification of inspec-tion results without the entry of gas company staff.The functions,hardware design,software design and hidden danger identification algorithm of the inspector are dis-cussed.By using this inspector,the identification accu-racy of hidden dangers such as unsealed gas joint,ag-ing hose and pipe rust is high,while the identification accuracy of hidden dangers such as no pipe clamps,no flue,and damaged flue is relatively low.

indoor gas safety inspectionleak-age detectionYOLOv5 network modelhidden danger identification

薄军、未力丹

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重庆燃气集团股份有限公司,重庆 400020

户内燃气安全检查 泄漏检测 YOLOv5网络模型 隐患识别

2024

煤气与热力
中国市政工程华北设计研究院 建设部沈阳煤气热力研究设计院 北京市煤气热力工程设计院有限公司

煤气与热力

影响因子:0.559
ISSN:1000-4416
年,卷(期):2024.44(2)
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