Cold chain intelligent logistics transportation online real-time monitoring cloud platform based on big data and artificial intelligence

Abstract

The invention discloses a cold chain intelligent logistics transportation online real-time monitoring cloud platform based on big data and artificial intelligence. The platform comprises an image detection module, an image preprocessing module, a frozen article temperature detection module, a frozen article humidity detection module, a frozen article vibration detection module, a frozen article volume detection module, a frozen article smell detection module, a data preprocessing module, a database, a modeling analysis server, a management server and a display terminal. The temperature, the humidity and the vibration frequency of the frozen articles in the transportation process and the smell, the volume and the liquid area at the transportation end point are obtained, and the modeling analysis server is combined to analyze the deterioration evaluation coefficient of the frozen articles, so that the deterioration condition of each frozen article in the transportation process can be intuitively displayed; the frozen article quality detection efficiency and accuracy are improved, the frozen article deterioration speed is further reduced, and powerful technical support is provided for cold-chain logistics transportation monitoring.

Description

technical field [0001] The invention belongs to the technical field of cold chain logistics monitoring, and specifically relates to an online real-time monitoring cloud platform for cold chain smart logistics transportation based on big data and artificial intelligence. Background technique [0002] Cold chain logistics generally refers to a systematic project in which refrigerated and frozen items are always kept in a specified low-temperature environment in all links of production, storage, transportation, sales, and consumption to ensure the quality of items and reduce item loss. The progress of science and technology and the development of refrigeration technology have established a low-temperature logistics process based on refrigeration technology and using refrigeration technology as a means. [0003] The cold chain logistics vehicle is a necessary tool in the transportation of goods, but the existing cold chain logistics vehicles have poor shock absorption effect whe...

AI Technical Summary

Problems solved by technology

[0003] The cold chain logistics vehicle is a necessary tool in the transportation of goods, but the existing cold chain logistics vehicles have poor shock absorption effect when they are in use, and the bumpy road often makes the carriage shake, so that the goods in the carriage shake, so that the goods are easy to be damaged, and During the transportation of the cold chain logistics vehicle, the internal temperature may increase with time, and the humidity will also decrease, and the items may deteriorate during transportation. Usually, the transportation personnel observe the temperature and humidity of the thermo-hygrometer at a certain point in time. , the temperature and humidity in the car cannot be monitored at all times, and measures to control temperature and humidity cannot be taken in a timely and effective manner, and the state of frozen food is only judged by changes in temperature and humidity, and the error is large

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