Research on the construction method of vehicle driving cycle based on Mean Shift clustering

• Published in: arXiv.org
• Main Author: He, Yongjiang
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 12.08.2020
• Subjects: Algorithms; Automobiles; Cluster analysis; Clustering; Construction; Driving; Energy management; Kinematics; Optimal control; Parameters; Principal components analysis; Vector quantization; Vehicles

In this study, a novel method for the construction of a driving cycle based on Mean Shift clustering is proposed to solve the problems existing in the traditional micro-trips method. Firstly, 1701 kinematic segments are obtained by processing and dividing the driving data in real road conditions. Se...