轨道交通装备健康管理

本书特色

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《轨道交通装备健康管理》全面介绍了工程系统健康管理的相关概念、技术体系和设计流程，重点分析了典型的关键技术，以机械智能诊断与健康预测为核心，介绍了传感器与数据获取、信号处理与特征提取、故障诊断及失效预测、信息融合及智能决策等诸多方法。按照“概念-内容-技术-算法-实例”的逻辑主线，将各个关键方法由浅入深、通俗易懂地娓娓道来，为轨道交通装备健康管理的学习及工程系统相关科学研究提供了重要参考。
《轨道交通装备健康管理》既适合各高校及研究院所的相关人员学习使用，也适合作为从事轨道交通高端装备系统设计及工程实现的技术人员参阅，此外，《轨道交通装备健康管理》内容丰富，算法叙述由浅入深，适合作为相关课程的本科或研究生教材。

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目录

PREFACEChapter 1 Background of Systems Health Management1．1 Introduction1．2 Maintenance Strategy1．3 From Maintenance to PHM1．4 Definitions and Terms of Systems Health Management1．5 Preface to Book Chapters1．6 ReferencesChapter 2 DesigApproach for Systems Health Management2．1 Introduction2．2 Systems Engineering2．3 Systems Engineering， Dependability， and Health Management2．4 SHM Lifecycle StagesPREFACEChapter 1 Background of Systems Health Management1．1 Introduction1．2 Maintenance Strategy1．3 From Maintenance to PHM1．4 Definitions and Terms of Systems Health Management1．5 Preface to Book Chapters1．6 ReferencesChapter 2 DesigApproach for Systems Health Management2．1 Introduction2．2 Systems Engineering2．3 Systems Engineering， Dependability， and Health Management2．4 SHM Lifecycle Stages2．4．1 Research stage2．4．2 Requirements development stage2．4．3 System/functionalanalysis2．4．4 Design， synthesis andintegration2．4．5 System test and evaluation2．4．6 HM system maturation2．5 A Systems-based Methodology for CBM/PHM Design2．6 ReferencesChapter 3 Technical Approaches for Systems Health Management3．1 Introduction3．2 Data-DriveApproaches3．3 Model-Based Approaches3．4 Hybrid Approaches3．5 OSA-CBM Architecture3．6 Problems during Implementation3．7 Related Techniques3．8 ReferencesChapter 4 Sensors and Data Acquisition4．1 Introduction4．2 Data Acquisition4．2．1 Selecting a proper measure4．2．2 Vibratiotransducers4．2．3 Transducer selection4．2．4 Transducermounting4．2．5 Transducer location4．2．6 Frequency spans4．2．7 Data display4．3 ReferencesChapter 5 Signal Processing and Feature Representation5．1 Signal Processing5．2 Feature Representation5．2．1 Features itime domain5．2．2 Features ifrequency domain5．2．3 Features iauto-regressiodomain5．3 ReferencesChapter 6 Feature Extraction6．1 Introduction6．2 BasicConcepts6．2．1 Patterand feature vector6．2．2 Class6．3 Parameter EvaluatioTechnique6．4 Principal Component Analysis (PCA)6．5 Kernel PCA6．6 Fisher Discriminant Analysis (FDA)6．7 Linear Discriminant Analysis (LDA)6．8 ReferencesChapter 7 Fault Diagnosis7．1 Introduction7．2 Data-DriveDiagnosis7．2．1 Classifierconcepts……Chapter 8 Failure PrognosisChapter 9 Data FusionChapter 10 Cases Study for Rail Vehicle Systems Health Management 信息

封面

书名:轨道交通装备健康管理

作者:牛刚

页数:未知

定价:¥35.0

出版社:同济大学出版社

出版日期:2016-08-01

ISBN:9787560864839

PDF电子书大小:53MB 高清扫描完整版