决策树算法模型的建立及其在车辆故障预测分析中的应用

Hao Kang, Youyi Chen, Hailong Zhao
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引用次数: 4

摘要

本文介绍了决策树算法的基本原理和优化策略。该模型作为独立的子模块嵌入到x软件中。在前人失效规律分析结果的基础上,通过设定具体的车辆行驶参数,预测车辆的故障模式、等级和处理方式。模型试验结果表明,该模型能很好地预测和分析车辆的即时故障,提高了车辆保障的精度和效率。
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Model Establishment of Decision Tree Algorithm and Its Application in Vehicle Fault Prediction Analysis
In this paper, the basic principle and optimization strategy of decision tree algorithm are described. The model is embedded into x software as an independent sub-module. On the premise of the analysis results of the previous failure law, the fault mode, grade and treatment mode of the vehicle are predicted through the setting of specific vehicle driving parameters. The results of the model test show that it can predict and analyze the immediate failure of the vehicle very well, and improve the precision and efficiency of vehicle support.
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