Method for performing aggregation analysis on vehicle permanent parking points based on parking point intervals, durations and frequencies

Abstract

The invention belongs to the technical field of vehicle and logistics fleet management, and relates to a method for performing aggregation analysis on vehicle permanent parking points based on parkingpoint intervals, durations and frequencies. The method comprises the following steps of: S1, continuously receiving position and driving information reported by a vehicle-mounted GPS terminal, and performing preliminary analysis to form parking records; S2, obtaining parking points and parking durations in the parking records within 30 days, and obtaining candidate points; S3, setting terms and preset parameters; and S4, obtaining a candidate point cluster for the candidate points in the S2, through a clustering algorithm. With the method of the invention adopted, under a human-free interference condition, a series of parking points without specific meanings are judged and identified, parking points with practical meanings for vehicle are identified in an artificial intelligence analysismode; and therefore, a plurality of permanent parking points with specific meanings in the running process of the vehicle can be obtained, and a powerful logic basis is provided for later vehicle travel merging.

Description

technical field [0001] The invention relates to the technical field of vehicle and logistics fleet management, and in particular to a method for analyzing vehicle permanent points based on parking point spacing, duration, and frequency aggregation. Background technique [0002] In the process of vehicle positioning and monitoring management based on GPS positioning terminals, the analysis of vehicle resident stop points is an important and valuable field. Accurate analysis of vehicle resident stop points is not only helpful for fleet managers to understand that vehicles are driving The operating habit of stopping and starting the vehicle is also of great significance in the analysis of the operation rules of the vehicle. For example, when a logistics transport vehicle performs a transportation task, due to refueling, rest, eating, loading and unloading, etc. Various factors will cause the vehicle to have short-term suspensions of different durations. After real-time and effe...

AI Technical Summary

Problems solved by technology

[0003] This is mainly because the GPS positioning terminal can only mechanically and accurately report the instant status of the vehicle's ignition-off ignition, while the receiving platform can only complete the generation of each travel record data mechanically according to the ignition-off status, so that Leading to a complete transportation task (travel itinerary), it will contain several or a dozen meaningless itinerary record data

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