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軌道交通裝備健康管理 版權信息
- ISBN：9787560864839
- 條形碼：9787560864839 ; 978-7-5608-6483-9
- 裝幀：暫無
- 冊數：暫無
- 重量：暫無
- 所屬分類：>>
軌道交通裝備健康管理 本書特色
《軌道交通裝備健康管理》全面介紹了工程系統(tǒng)健康管理的相關概念、技術體系和設計流程，重點分析了典型的關鍵技術，以機械智能診斷與健康預測為核心，介紹了傳感器與數據獲取、信號處理與特征提取、故障診斷及失效預測、信息融合及智能決策等諸多方法。按照“概念-內容-技術-算法-實例”的邏輯主線，將各個關鍵方法由淺入深、通俗易懂地娓娓道來，為軌道交通裝備健康管理的學習及工程系統(tǒng)相關科學研究提供了重要參考。
《軌道交通裝備健康管理》既適合各高校及研究院所的相關人員學習使用，也適合作為從事軌道交通高端裝備系統(tǒng)設計及工程實現(xiàn)的技術人員參閱，此外，《軌道交通裝備健康管理》內容豐富，算法敘述由淺入深，適合作為相關課程的本科或研究生教材。
軌道交通裝備健康管理 內容簡介
《軌道交通裝備健康管理》全面介紹了工程系統(tǒng)健康管理的相關概念、技術體系和設計流程，重點分析了典型的關鍵技術，以機械智能診斷與健康預測為核心，介紹了傳感器與數據獲取、信號處理與特征提取、故障診斷及失效預測、信息融合及智能決策等諸多方法。按照“概念-內容-技術-算法-實例”的邏輯主線，將各個關鍵方法由淺入深、通俗易懂地娓娓道來，為軌道交通裝備健康管理的學習及工程系統(tǒng)相關科學研究提供了重要參考。《軌道交通裝備健康管理》既適合各高校及研究院所的相關人員學習使用，也適合作為從事軌道交通高端裝備系統(tǒng)設計及工程實現(xiàn)的技術人員參閱，此外，《軌道交通裝備健康管理》內容豐富，算法敘述由淺入深，適合作為相關課程的本科或研究生教材。
軌道交通裝備健康管理 目錄
PREFACE
Chapter 1 Background of Systems Health Management
1．1 Introduction
1．2 Maintenance Strategy
1．3 From Maintenance to PHM
1．4 Definitions and Terms of Systems Health Management
1．5 Preface to Book Chapters
1．6 References
Chapter 2 DesigApproach for Systems Health Management
2．1 Introduction
2．2 Systems Engineering
2．3 Systems Engineering， Dependability， and Health Management
2．4 SHM Lifecycle StagesPREFACE
Chapter 1 Background of Systems Health Management
1．1 Introduction
1．2 Maintenance Strategy
1．3 From Maintenance to PHM
1．4 Definitions and Terms of Systems Health Management
1．5 Preface to Book Chapters
1．6 References
Chapter 2 DesigApproach for Systems Health Management
2．1 Introduction
2．2 Systems Engineering
2．3 Systems Engineering， Dependability， and Health Management
2．4 SHM Lifecycle Stages
2．4．1 Research stage
2．4．2 Requirements development stage
2．4．3 System/functionalanalysis
2．4．4 Design， synthesis andintegration
2．4．5 System test and evaluation
2．4．6 HM system maturation
2．5 A Systems-based Methodology for CBM/PHM Design
2．6 References
Chapter 3 Technical Approaches for Systems Health Management
3．1 Introduction
3．2 Data-DriveApproaches
3．3 Model-Based Approaches
3．4 Hybrid Approaches
3．5 OSA-CBM Architecture
3．6 Problems during Implementation
3．7 Related Techniques
3．8 References
Chapter 4 Sensors and Data Acquisition
4．1 Introduction
4．2 Data Acquisition
4．2．1 Selecting a proper measure
4．2．2 Vibratiotransducers
4．2．3 Transducer selection
4．2．4 Transducermounting
4．2．5 Transducer location
4．2．6 Frequency spans
4．2．7 Data display
4．3 References
Chapter 5 Signal Processing and Feature Representation
5．1 Signal Processing
5．2 Feature Representation
5．2．1 Features itime domain
5．2．2 Features ifrequency domain
5．2．3 Features iauto-regressiodomain
5．3 References
Chapter 6 Feature Extraction
6．1 Introduction
6．2 BasicConcepts
6．2．1 Patterand feature vector
6．2．2 Class
6．3 Parameter EvaluatioTechnique
6．4 Principal Component Analysis (PCA)
6．5 Kernel PCA
6．6 Fisher Discriminant Analysis (FDA)
6．7 Linear Discriminant Analysis (LDA)
6．8 References
Chapter 7 Fault Diagnosis
7．1 Introduction
7．2 Data-DriveDiagnosis
7．2．1 Classifierconcepts
……
Chapter 8 Failure Prognosis
Chapter 9 Data Fusion
Chapter 10 Cases Study for Rail Vehicle Systems Health Management 信息
Chapter 1 Background of Systems Health Management
1．1 Introduction
1．2 Maintenance Strategy
1．3 From Maintenance to PHM
1．4 Definitions and Terms of Systems Health Management
1．5 Preface to Book Chapters
1．6 References
Chapter 2 DesigApproach for Systems Health Management
2．1 Introduction
2．2 Systems Engineering
2．3 Systems Engineering， Dependability， and Health Management
2．4 SHM Lifecycle StagesPREFACE
Chapter 1 Background of Systems Health Management
1．1 Introduction
1．2 Maintenance Strategy
1．3 From Maintenance to PHM
1．4 Definitions and Terms of Systems Health Management
1．5 Preface to Book Chapters
1．6 References
Chapter 2 DesigApproach for Systems Health Management
2．1 Introduction
2．2 Systems Engineering
2．3 Systems Engineering， Dependability， and Health Management
2．4 SHM Lifecycle Stages
2．4．1 Research stage
2．4．2 Requirements development stage
2．4．3 System/functionalanalysis
2．4．4 Design， synthesis andintegration
2．4．5 System test and evaluation
2．4．6 HM system maturation
2．5 A Systems-based Methodology for CBM/PHM Design
2．6 References
Chapter 3 Technical Approaches for Systems Health Management
3．1 Introduction
3．2 Data-DriveApproaches
3．3 Model-Based Approaches
3．4 Hybrid Approaches
3．5 OSA-CBM Architecture
3．6 Problems during Implementation
3．7 Related Techniques
3．8 References
Chapter 4 Sensors and Data Acquisition
4．1 Introduction
4．2 Data Acquisition
4．2．1 Selecting a proper measure
4．2．2 Vibratiotransducers
4．2．3 Transducer selection
4．2．4 Transducermounting
4．2．5 Transducer location
4．2．6 Frequency spans
4．2．7 Data display
4．3 References
Chapter 5 Signal Processing and Feature Representation
5．1 Signal Processing
5．2 Feature Representation
5．2．1 Features itime domain
5．2．2 Features ifrequency domain
5．2．3 Features iauto-regressiodomain
5．3 References
Chapter 6 Feature Extraction
6．1 Introduction
6．2 BasicConcepts
6．2．1 Patterand feature vector
6．2．2 Class
6．3 Parameter EvaluatioTechnique
6．4 Principal Component Analysis (PCA)
6．5 Kernel PCA
6．6 Fisher Discriminant Analysis (FDA)
6．7 Linear Discriminant Analysis (LDA)
6．8 References
Chapter 7 Fault Diagnosis
7．1 Introduction
7．2 Data-DriveDiagnosis
7．2．1 Classifierconcepts
……
Chapter 8 Failure Prognosis
Chapter 9 Data Fusion
Chapter 10 Cases Study for Rail Vehicle Systems Health Management 信息
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