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金属矿山 ›› 2008, Vol. 38 ›› Issue (11): 103-106.

• 机电与自动化 • 上一篇    下一篇

基于GPS数据挖掘的车辆调度系统产量自动统计的方法研究

郑学明,樵永锋   

  1. 丹东东方测控技术有限公司
  • 出版日期:2008-11-15 发布日期:2011-07-12

Method of Output Auto Statistics of Truck Dispatch System Based on GPS Data Mining

Zheng Xueming,Qiao Yongfeng   

  1. Dandong Dongfang Measurement & Control Co., Ltd.
  • Online:2008-11-15 Published:2011-07-12

摘要: 充分考虑了GPS车辆调度系统各个车载终端上传的GPS海量数据的影响和作用,在充分分析和挖掘了这些海量数据的基础上,确定了GPS系统各个卡车产量实时自动统计的方法,建立了基于道路网的卡车状态自动识别体系。根据卡车状态的变化自动统计卡车的产量,能够较为全面和准确地反映真实情况,为企业管理者了解实时产量提供了科学有效的产量统计方法和司机考核依据,并通过实例介绍了该方法的具体过程。

关键词: GPS车辆调度系统, 数据挖掘, 卡车状态自动识别, 产量自动统计

Abstract: The vast GPS data uploaded from the truck-carried terminals of GPS truck dispatch system are fully considered, analyzed and mined in terms of their influence and function. Based on this, a method of real-time auto statistics of each truck of a GPS system and an automatic identification system for truck states based on road-net are established. The truck output automatically computed according to the truck state can reflect the true conditions accurately and all-roundly, providing enterprise operators with a scientific and efficient way to know the real-time output and a basis for drivers' performance appraisal. The method is detailed through a real case.

Key words: GPS truck dispatch system, Data mining, Automatic identification of truck state, Output auto statistics