Influence of Sampling Period on a Class of Optimal Fault-Detection Performance

Zhang, Ping; Ding, Steven X.

doi:10.1109/tac.2009.2015563

IEEE Trans. Automat. Contr.

2009

DOI: 10.1109/tac.2009.2015563

|View full text |Cite

Influence of Sampling Period on a Class of Optimal Fault-Detection Performance

Ping Zhang

Steven X. Ding

Abstract: In this note, the influence of sampling period on a widely accepted class of optimal fault-detection performance is studied. The background of this study is the important role played by the sampling period in embedded networked control systems. It is shown that the optimal fault-detection performance index will become worse, if the sampling period is increased by an integer multiple. The main tool used for the analysis is the lifting technique, which bridges systems with different sampling periods.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2009

2017

Publication Types

Select...

Article5

Relationship

Self Cite0

Independent5

Authors

Journals

Cited by 14 publications

References 26 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Adaptive control and signal processing literature survey (No. 14)

2009

Adaptive Control & Signal

View full text Add to dashboard Cite

In order to keep readers up to date, the journal will contain a list of recently published journal articles relevant to the fields of adaptive control and signal processing six times a year. This list is compiled from a wide range of journals. Please note that even though the list has been broadly categorized these classifications are by no means strict, and are there to assist the reader. Please also note that inclusion in the list is not an endorsement of a paper's quality. If you have any suggestions or comments, please gain of periodic linear switched systems: Fast switching behavior. IEEE Transactions on Automatic Control 2009; 54(7):1632-1637. Santarelli K, Dahleh M. L 2 gain stability of switched output feedback controllers for a class of LTI systems. IEEE Transactions on Automatic Control 2009; 54(7):1504-1514. Sun Z. Stabilizing switching design for switched linear systems: a state-feedback path-wise switching approach. Automatica 2009; 45(7):1708-1714. Wang J, Qu Z. Robust adaptive control of a class of nonlinearly parameterised time-varying uncertain systems. IET Control Theory and Applications 2009; 3(6):617-630. Xie D, Wang Q, Wu Y. Average dwell-time approach to L2 gain control synthesis of switched linear systems with time delay in detection of switching signal.

show abstract

Adaptive control and signal processing literature survey (No. 14)

2009

Adaptive Control & Signal

View full text Add to dashboard Cite

show abstract

Robust and nonlinear control literature survey (No. 14)

2009

Intl J Robust & Nonlinear

View full text Add to dashboard Cite

In order to keep readers up to date, the journal will contain a list of recently published journal articles relevant to the fields of robust and nonlinear control six times a year. This list is compiled from a wide range of journals. Please note that even though the list has been broadly categorized these classifications are by no means strict, and are there to assist the reader. Please also note that inclusion in the list is not an endorsement of a paper's quality. If you have any suggestions or comments, please e-mail Leonardo Giovanini at lgiovanini@fich.unl.edu.ar.

show abstract

Datum unit optimization for robustness of a journal bearing diagnosis system

Jeon

Jung

Youn

et al. 2015

Int. J. Precis. Eng. Manuf.

View full text Add to dashboard Cite

This paper describes a robust diagnosis method for a rotor system with a journal bearing. To enhance the robustness of a journal bearing diagnosis system, it is of great importance to define an optimum datum unit for featuring anomaly states of the rotor system. To support the research goal, this study makes use of three measures for class separation, including Kullback-Leibler divergence (KLD), Fisher discriminant ratio (FDR), and a newly proposed measure: probability of separation (PoS). From the viewpoint of class separability, this work found that PoS is more attractive than other methods for quantification of class separation. PoS offers favorable properties like normalization, boundedness, and high sensitivity. A generic algorithm integrated with one of three measures consistently suggested the optimum datum units among the feasible datum units. Optimum datum units were found to be one-cycle for time-domain features and sixty-cycles for frequency-domain features. The support vector machine (SVM) classifier with the optimum datum units was used for diagnosing a normal and three anomaly states. The health classification results showed that the proposed optimum datum units can outperform other datum units.

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Influence of Sampling Period on a Class of Optimal Fault-Detection Performance

Cited by 14 publications

References 26 publications

Adaptive control and signal processing literature survey (No. 14)

Adaptive control and signal processing literature survey (No. 14)

Robust and nonlinear control literature survey (No. 14)

Datum unit optimization for robustness of a journal bearing diagnosis system

Contact Info

Product

Resources

About