IDEAS home Printed from https://ideas.repec.org/a/spr/joinma/v29y2018i3d10.1007_s10845-015-1088-7.html
   My bibliography  Save this article

Fault isolation by test scheduling for embedded systems using a probabilistic approach

Author

Listed:
  • Daoud Aït-Kadi

    (Université Laval)

  • Zineb Simeu-Abazi

    (Université Joseph Fourier)

  • Ahmed Arous

    (Université Laval)

Abstract

This paper deals with isolation of failed components in the system. Each component can be affected in a random way by failures. The state of a component or a subsystem is detected using tests. The goal of this paper is to exploit the techniques of built-in tests and available knowledge to generate the sequence of tests required to locate quickly all the components responsible for system failure. We consider an operative system according to a series structure for which we know test cost and the conditional probability that a component is responsible for the failure. The various diagnosis strategies are analyzed. The treated algorithms relay on system probabilistic analysis.

Suggested Citation

  • Daoud Aït-Kadi & Zineb Simeu-Abazi & Ahmed Arous, 2018. "Fault isolation by test scheduling for embedded systems using a probabilistic approach," Journal of Intelligent Manufacturing, Springer, vol. 29(3), pages 641-649, March.
    • Handle: RePEc:spr:joinma:v:29:y:2018:i:3:d:10.1007_s10845-015-1088-7
    DOI: 10.1007/s10845-015-1088-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10845-015-1088-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10845-015-1088-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Brian Gluss, 1959. "An Optimum Policy for Detecting a Fault in a Complex System," Operations Research, INFORMS, vol. 7(4), pages 468-477, August.
    2. Simeu-Abazi, Zineb & Lefebvre, Arnaud & Derain, Jean-Pierre, 2011. "A methodology of alarm filtering using dynamic fault tree," Reliability Engineering and System Safety, Elsevier, vol. 96(2), pages 257-266.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yan-Feng Li & Jinhua Mi & Yu Liu & Yuan-Jian Yang & Hong-Zhong Huang, 2015. "Dynamic fault tree analysis based on continuous-time Bayesian networks under fuzzy numbers," Journal of Risk and Reliability, , vol. 229(6), pages 530-541, December.
    2. Jianing Wu & Shaoze Yan & RX Gao, 2014. "Modeling and analysis of failure propagation of mechanical system with multi-operation states using high-level Petri net," Journal of Risk and Reliability, , vol. 228(4), pages 347-361, August.
    3. Gascard, Eric & Simeu-Abazi, Zineb, 2018. "Quantitative Analysis of Dynamic Fault Trees by means of Monte Carlo Simulations: Event-Driven Simulation Approach," Reliability Engineering and System Safety, Elsevier, vol. 180(C), pages 487-504.
    4. Robbert Fokkink & Thomas Lidbetter & László A. Végh, 2019. "On Submodular Search and Machine Scheduling," Management Science, INFORMS, vol. 44(4), pages 1431-1449, November.
    5. Chemweno, Peter & Pintelon, Liliane & Muchiri, Peter Nganga & Van Horenbeek, Adriaan, 2018. "Risk assessment methodologies in maintenance decision making: A review of dependability modelling approaches," Reliability Engineering and System Safety, Elsevier, vol. 173(C), pages 64-77.
    6. Agnetis, Alessandro & Hermans, Ben & Leus, Roel & Rostami, Salim, 2022. "Time-critical testing and search problems," European Journal of Operational Research, Elsevier, vol. 296(2), pages 440-452.
    7. Simeu-Abazi, Zineb & Ahmad, Alali Alhouaij, 2011. "Optimisation of distributed maintenance: Modelling and application to the multi-factory production," Reliability Engineering and System Safety, Elsevier, vol. 96(11), pages 1564-1575.
    8. Stanley J. Benkoski & Michael G. Monticino & James R. Weisinger, 1991. "A survey of the search theory literature," Naval Research Logistics (NRL), John Wiley & Sons, vol. 38(4), pages 469-494, August.
    9. Xu, Jintao & Gui, Maolei & Ding, Rui & Dai, Tao & Zheng, Mengyan & Men, Xinhong & Meng, Fanpeng & Yu, Tao & Sui, Yang, 2023. "A new approach for dynamic reliability analysis of reactor protection system for HPR1000," Reliability Engineering and System Safety, Elsevier, vol. 234(C).
    10. Rostami, Salim & Creemers, Stefan & Wei, Wenchao & Leus, Roel, 2019. "Sequential testing of n-out-of-n systems: Precedence theorems and exact methods," European Journal of Operational Research, Elsevier, vol. 274(3), pages 876-885.
    11. Yılmaz, Emre & German, Brian J. & Pritchett, Amy R., 2023. "Optimizing resource allocations to improve system reliability via the propagation of statistical moments through fault trees," Reliability Engineering and System Safety, Elsevier, vol. 230(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:joinma:v:29:y:2018:i:3:d:10.1007_s10845-015-1088-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.