声明
致谢
变量注释表
1 绪论
1.1 选题背景及意义( Background and Significance of the Dissertation)
1.2 国内外研究现状(The Investigation Status Around the World)
1.3 研究内容及目标( Main Investigations and Objects of the Dissertation)
1.4 研究方案(Research Plan)
1.5 本章小结(Brief Summary of the Chapter)
2 盘式制动器摩擦性能客观表征研究
2.1 引言(Introduction)
2.2 制动器摩擦系数客观表征( Objective Characterization on Friction Coefficient of Brake)
2.3 制动器摩擦温升客观表征( Objective Characterization of Friction Temperature Rise of Brake)
2.4 制动器摩擦声振客观表征( Objective Characterization of Friction Vibration and Friction Noise of Brake)
2.5 制动器摩擦性能客观表征参数集( Objectively Characterized Parameter Set of Friction Performance of Brake)
2.6 本章小结(Brief Summary of the Chapter)
3 盘式制动器摩擦状态信号处理技术研究
3.1 引言(Introduction)
3.2 制动器摩擦系数信号的小波处理( Wavelet Processing of Friction Coefficient Signal of Brake)
3.3 基于红外测温的制动器摩擦温升融合监测方法( Fusion Monitoring Method of Friction Temperature Rise of Brake Based on Infrared Temperature Measurement)
3.4 制动器摩擦声振信号的频谱分析(Spectrum Analysis of Friction Vibration and Noise Signals of Brake)
3.5 本章小节(Brief Summary of the Chapter)
4 盘式制动器摩擦故障模式识别与融合诊断方法研究
4.1 引言(Introduction)
4.2 制动器摩擦故障的定义与分类(Definition and Classification of Brake Friction Fault)
4.3 基于支持向量机的制动器摩擦故障模式识别与融合诊断方法( Brake Friction Fault Pattern Recognition and Fusion Diagnosis Method Based on Support Vector Machine)
4.4 基于稀疏编码无监督学习的制动器摩擦故障诊断方法(Brake Friction Fault Diagnosis Method Based on Sparse Coding Unsupervised Learning)
4.5 本章小结(Brief Summary of the Chapter)
5 盘式制动器恶性摩擦故障智能预报方法研究
5.1 引言(Introduction)
5.2 制动器恶性摩擦故障界定与预报思路( Definition and Forecasting Idea of Malignant Friction Faults of Brake)
5.3 基于BP神经网络的制动器最大摩擦温升预测方法(Prediction Method of Maximum Friction Temperature Rise of Brake Based on BP Neural Network)
5.4 基于在线再学习机制的恶性摩擦故障预报方法( Malignant Friction Fault Prediction Method Based on Online Re-learning Mechanism)
5.5 本章小结(Brief Summary of the Chapter)
6 盘式制动器摩擦故障融合诊断与智能预报试验研究
6.1 引言(Introduction)
6.2 盘式制动器模拟制动试验台测试系统硬件改造( Hardware Improvement of Test System of Simulated Brake Test Bench for Disc Brake)
6.3 盘式制动器摩擦故障在线诊断试验系统软件开发( Software Development of On-line Diagnostic Test System for Friction Fault of Disc Brake)
6.4 盘式制动器摩擦故障在线诊断与预报试验结果及分析(On-line Diagnosis and Prediction Experiment Results and Analysis of Disc Brake Friction Fault)
6.5 本章小结(Brief Summary of the Chapter)
7 结论与展望
7.1 主要结论(Main Conclusion of the Dissertation)
7.2 主要创新之处(Main Innovations of the Dissertation)
7.3 研究工作展望(Prospects of Future Works)
参考文献
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