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.
本发明基于大数据和人工智能的冷链智慧物流运输在线实时监测云平台,包括图像检测模块、图像预处理模块、冷冻物品温度检测模块、冷冻物品湿度检测模块、冷冻物品震动检测模块、冷冻物品体积检测模块、冷冻物品气味性检测模块、数据预处理模块、数据库、建模分析服务器,管理服务器和显示终端,通过获取冷冻物品在运输过程中的温度、湿度和振动频率以及在运输终点时的气味性、体积和液体面积并结合建模分析服务器,以分析冷冻物品变质评估系数,可直观的展示各个冷冻物品在运输过程中的变质情况,提高了冷冻物品质量检测的效率和准确性,进而降低了冷冻物品变质的速度,为冷链物流运输监测提供了有力的技术支持。
Cold chain intelligent logistics transportation online real-time monitoring cloud platform based on big data and artificial intelligence
基于大数据和人工智能的冷链智慧物流运输在线实时监测云平台
2021-06-18
Patent
Electronic Resource
Chinese
IPC: | G01D MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE , Anzeigen oder Aufzeichnen in Verbindung mit Messen allgemein / B60H ARRANGEMENTS OR ADAPTATIONS OF HEATING, COOLING, VENTILATING, OR OTHER AIR-TREATING DEVICES SPECIALLY FOR PASSENGER OR GOODS SPACES OF VEHICLES , Anordnung oder Einbau der Heizung, Kühlung, Lüftung oder anderer Luftbehandlungsvorrichtungen für die Fahrzeugräume für Reisende oder Fracht / B60P Fahrzeuge zum Transport von Lasten oder zum Befördern, Tragen oder Aufnehmen besonderer Lasten oder Gegenstände , VEHICLES ADAPTED FOR LOAD TRANSPORTATION OR TO TRANSPORT, TO CARRY, OR TO COMPRISE SPECIAL LOADS OR OBJECTS |
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