Design of Agricultural Products Intelligent Transportation Logistics Freight Forecasting System Based on Large Data Analysis

被引:0
|
作者
Ai, Xiao-yan [1 ]
Zhang, Yong-heng [1 ]
机构
[1] Yulin Univ, Yulin 719000, Peoples R China
关键词
Big data analysis; Transport of agricultural products; Intelligent transportation; Logistics cargo flow; Cargo flow forecasting; Prediction system;
D O I
10.1007/978-3-030-36405-2_39
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The traditional forecasting system of agricultural products transportation logistics cargo flow relies too much on people's subjective experience in forecasting, and the forecasting results are not accurate enough. To solve this problem, based on the large data analysis, a new forecasting system of agricultural products transportation logistics cargo flow is studied. The hardware and software parts of the system are designed, the hardware of the system consists of five parts: data collector, data analyzer, matcher, processor and tracer. The internal composition of each construction is described accurately. The working process of software is information input, information analysis, information matching, information processing and information tracking. The software workflow diagram is given. The results of the system are validated by comparing with the traditional cargo volume prediction system. The experimental results show that the system has high intelligence and can accurately predict the volume of goods transported in a short time. It has important guiding significance for the development of agricultural products transportation.
引用
收藏
页码:392 / 400
页数:9
相关论文
共 50 条
  • [32] System Analysis for the Traceability and Logistics Management of Fresh Agricultural Products Supply Chain
    Liu, Yu-Chuan
    Gao, Hong-Mei
    [J]. PROCEEDINGS OF THE 3RD ANNUAL 2017 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (MSE 2017), 2017, 50 : 100 - 105
  • [33] RETRACTED: Construction of intelligent supply chain system of agricultural products based on big data (Retracted Article)
    Shen, Jianchao
    Xu, Chenjie
    Ying, Yue
    [J]. ACTA AGRICULTURAE SCANDINAVICA SECTION B-SOIL AND PLANT SCIENCE, 2022, 72 (01): : 375 - 385
  • [34] Design and Analysis of Intelligent Data Acquisition System Based on Robotic Arms
    Yang, Qinfeng
    Feng, Baolin
    Li, Lu
    Gao, Lei
    Xu, Chanchan
    [J]. 2018 3RD INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION ENGINEERING (ICRAE), 2018, : 5 - 9
  • [35] Construction of agricultural products logistics information system based on.NET and WAP
    Zhang, Yan
    Liang, Yong
    Zhang, Chengming
    Wu, Qiulan
    Ge, Pingjiu
    [J]. COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE, VOL 1, 2008, 258 : 495 - 502
  • [36] Cold chain logistics model of agricultural products based on embedded system and blockchain
    Hu, Xiao
    [J]. PRODUCTION PLANNING & CONTROL, 2022,
  • [37] The Current Situation of Agricultural Products Logistics and the Conception of Logistics System in Henan Province:based on the Case of Zhengzhou
    FAN Bing-xu
    SUN Xia-ling
    [J]. International Journal of Plant Engineering and Management, 2018, 23 (01) : 24 - 31
  • [38] Design and Analysis of Intelligent Agricultural Monitoring System Based on Biological Intelligence Optimization Algorithm
    Chen, Zhiqin
    Liao, Zhihao
    Qian, Deming
    Li, Jie
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [39] Design and Analysis of Intelligent Agricultural Monitoring System Based on Biological Intelligence Optimization Algorithm
    Chen, Zhiqin
    Liao, Zhihao
    Qian, Deming
    Li, Jie
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [40] Survivability analysis of large-scale intelligent transportation system networks
    Abdel-Rahim, Ahmed
    Oman, Paul
    Johnson, Brian
    Tung, Li-Wei
    [J]. TRANSPORTATION RESEARCH RECORD, 2007, (2022) : 9 - 20