I am looking to explore open problems and research questions in the field of diagnostics, prognostics, and health monitoring of systems and components. My main area is in space and aviation and currently working on a proposal to investigate interesting problems in this field.
Therefore, I am reaching out to the community to ask your opinion on this matter and start a conversation as to what are the important and impactful issues that have not been discussed before or the existing published work does not address them.
Thanks for your response Benjamin L. Hari
I am, however, looking for more analytical developments in the field not material-based advances.
Dear Afshin,
I have several papers in the field of fault diagnosis of aerial vehicles.
I believe that one of the main issues that is remained in this field is accurate detection of abrupt faults and false data injections in the system.
Moreover, despite the fact the you might be able to detect the faults in real-time, there might some delay between your detection and your compensation algorithm that would deteriorate the system performance specially for fast dynamics!
I would recommend you to read some of my recent works in this field:
Article Neural adaptive observer-based sensor and actuator fault det...
https://ieeexplore.ieee.org/abstract/document/8412260
If you have any question, please feel free to ask.
Thanks,
Alireza
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