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基于物聯(lián)網(wǎng)技術(shù)的貨車(chē)載荷實(shí)時(shí)監測系統設計
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浙江工業(yè)大學(xué)

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Design of Truck Load Real - time Monitoring System Based on Internet of Things
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    摘要:

    針對目前貨車(chē)載荷監測主要依靠固定式稱(chēng)重的現狀,設計了一種基于物聯(lián)網(wǎng)技術(shù)的貨車(chē)載荷實(shí)時(shí)監測系統。系統以嵌入式系統和多傳感器融合算法為核心,由信號采集,信號處理與傳輸,云服務(wù)器等單元組成。采用主控芯片STM32F105RCT6和電阻式應變片傳感器,實(shí)現數據采集與數據處理;處理后的信息通過(guò)無(wú)線(xiàn)通信模塊發(fā)送至云端,云端服務(wù)器利用神經(jīng)網(wǎng)絡(luò )技術(shù)對所得到的數據進(jìn)行擬合處理,實(shí)現了用戶(hù)在遠程情況下對貨車(chē)的載重量進(jìn)行實(shí)時(shí)的監測與管控。實(shí)驗測試證明,本系統能夠準確,高效地采集到貨車(chē)載荷量,并且所測貨車(chē)載荷量的精度在2.75%以?xún)龋瑹o(wú)線(xiàn)傳輸效果穩定,并能將載荷數據實(shí)時(shí)上傳至云平臺,反饋于用戶(hù)。本系統綜合運用了智能傳感器、物聯(lián)網(wǎng)和云計算等技術(shù),具有實(shí)時(shí)強、精度高、裝配便捷等特點(diǎn)。

    Abstract:

    Aiming at the current situation that truck load monitoring mainly relies on fixed weighing, a real-time truck load monitoring system based on Internet of Things technology is designed. The system is based on embedded system and multi-sensor fusion algorithm, and consists of signal acquisition, signal processing and transmission, cloud server and other units. The main control chip STM32F105RCT6 and resistive strain gauge sensor are used to realize data acquisition and data processing; the processed information is sent to the cloud through the wireless communication module, and the cloud server uses neural network technology to fit the obtained data, realizing user Real-time monitoring and control of the truck's load capacity in a remote situation. The experimental test proves that the system can accurately and efficiently collect the load of the truck, and the accuracy of the measured load of the truck is within 2.75%, the wireless transmission effect is stable, and the load data can be uploaded to the cloud platform in real time and fed back to the user. This system comprehensively uses technologies such as smart sensors, Internet of Things and cloud computing, and has the characteristics of strong real-time, high precision, and convenient assembly.

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楊澤文,侯彬,李秦峰,王憲保.基于物聯(lián)網(wǎng)技術(shù)的貨車(chē)載荷實(shí)時(shí)監測系統設計計算機測量與控制[J].,2022,30(7):116-122.

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  • 收稿日期:2022-03-07
  • 最后修改日期:2022-03-24
  • 錄用日期:2022-03-24
  • 在線(xiàn)發(fā)布日期: 2022-07-19
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