23 Application of Causality Model to Propose Maintenance …
337
Fig. 23.11 Algorithm for creating deterioration processes (the diagram is redrawn based on (Takata
2006))
23.10 Conclusion
In this work, we propose a method to determine maintenance actions by calculating
the failure probability using the conditional probability between events related to the
deterioration of parts and reflecting this to the probability in the LCS. Remaining
issues to be studied in the future include the implementation of the proposed method,
its verification using a real machine, and validation of the simulation.
Acknowledgements We would like to express our deepest gratitude to Ryunosuke Yagi for
providing us with the data from the experiment.
337
Fig. 23.11 Algorithm for creating deterioration processes (the diagram is redrawn based on (Takata
2006))
23.10 Conclusion
In this work, we propose a method to determine maintenance actions by calculating
the failure probability using the conditional probability between events related to the
deterioration of parts and reflecting this to the probability in the LCS. Remaining
issues to be studied in the future include the implementation of the proposed method,
its verification using a real machine, and validation of the simulation.
Acknowledgements We would like to express our deepest gratitude to Ryunosuke Yagi for
providing us with the data from the experiment.