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Environmental Monitoring and Temperature Control of Aquatic Products Cold Chain Transport Carriage

In: Liss 2021

Author

Listed:
  • Peiyuan Jiang

    (Chuzhou University)

  • E. Xu

    (Chuzhou University)

  • Meiling Shi

    (Bohai University)

  • Shenghui Zhao

    (Chuzhou University)

  • Yang Wang

    (Chuzhou University)

  • Jianglong Cao

    (Bohai University)

  • Zhenpeng Dai

    (Bohai University)

Abstract

Aiming at the unstable environmental conditions and the information is not transparent during the cold chain transportation of aquatic products, a cold chain transportation monitoring and temperature prediction system is proposed and designed by using wireless sensor network (Wireless Sensor Networks, WSN) combined with LSTM model. The system hardware uses the CC2530 module as the main control unit and uses temperature and humidity sensors, air quality sensors, carbon dioxide sensors to realize intelligent information collection. This system uploads the collected information to the OneNET Internet of Things service platform in real time, solving the problem of effective supervision of food safety information. Real-time monitoring of environmental information. Using the LSTM model to establish a temperature prediction model, predicting the temperature in the transport vehicle in real time, and control the temperature during transportation. Experiments prove that the system is effective in real time.

Suggested Citation

  • Peiyuan Jiang & E. Xu & Meiling Shi & Shenghui Zhao & Yang Wang & Jianglong Cao & Zhenpeng Dai, 2022. "Environmental Monitoring and Temperature Control of Aquatic Products Cold Chain Transport Carriage," Lecture Notes in Operations Research, in: Xianliang Shi & Gábor Bohács & Yixuan Ma & Daqing Gong & Xiaopu Shang (ed.), Liss 2021, pages 596-605, Springer.
    • Handle: RePEc:spr:lnopch:978-981-16-8656-6_53
    DOI: 10.1007/978-981-16-8656-6_53
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