基于大数据分析的电网车辆评价模型的研究应用

Research and application of an evaluation model for vehicles of power grid enterprises based on big data analysis

地市供电公司涉及基层单位多,每个基层单位根据生产需求需要配置车辆。如何在基层单位间开展车辆的合理分配、跨单位间的调拨、精准报废等工作,需要科学有效的评价手段。本文利用大数据分析技术,挖掘统一车辆管理平台车辆数据价值,提出了单位车辆使用评价指数模型和单个车辆报废评价指数模型,以某供电公司车辆使用数据进行模型验证,以数据结果支撑车辆分配、调拨、报废工作,让车辆分配更合理、报废更精准、调拨更科学,有效提升车辆精益化管理水平。

Urban power supply companies involve large numbers of grass-roots units to which vehicles are allocated as production requires.It needs a scientific and effective evaluation means of rationally allocating new vehicles,transferring vehicles between different units and accurately scrapping old vehicles.This paper uses big data analysis technology to mine the value of vehicle data on the unified vehicle management platform and puts forward two evaluation index models of unit vehicle use and single vehicle scrapping.Moreover,it validates the models with vehicle use data of a power supply company and uses the data results to shore up vehicle allocation,transfer and scrapping,and thus makes vehicle allocation more rational,vehicle scrapping more accurate.The evaluation model can improve lean management level of vehicles.