Dr Satyam Paul Satyam.Paul@uwe.ac.uk
Lecturer in Mechatronics
Intelligent fault detection scheme for drilling process
Paul, Satyam; Lofstrand, Magnus
Authors
Magnus Lofstrand
Abstract
Automatic fault detection system is an important aspect of an industrial process. The technique of fault detection helps in minimizing equipment downtime thus making it a cost effective process. In this paper, an innovative model-based fault detection (FD) system is combined with interval type-2 (IT2) Takagi-Sugeno (T-S) fuzzy system. This methodology is implemented for the detection of the faults in the drill bit of the drilling system. The proposed methodology validates the stability of the fault detection system in the presence of system uncertainties. Numerical analysis is carried out to prove the effectiveness of the theoretical approach. The fuzzy based fault detection technique can be implemented in real time for detecting faults during downhole drilling operations with assured stability of the fault detector system.
Citation
Paul, S., & Lofstrand, M. (2020). Intelligent fault detection scheme for drilling process. https://doi.org/10.1109/iccma46720.2019.8988616
Conference Name | 2019 IEEE 7th International Conference on Control, Mechatronics and Automation, ICCMA 2019 |
---|---|
Conference Location | Delft, Netherlands |
Start Date | Nov 6, 2019 |
End Date | Nov 8, 2019 |
Acceptance Date | Oct 4, 2018 |
Online Publication Date | Feb 10, 2020 |
Publication Date | Feb 10, 2020 |
Deposit Date | Mar 9, 2020 |
Pages | 347-351 |
ISBN | 9781728137872 |
DOI | https://doi.org/10.1109/iccma46720.2019.8988616 |
Public URL | https://uwe-repository.worktribe.com/output/5628847 |
You might also like
Modeling of uncertain nonlinear system with Z-numbers
(2021)
Book Chapter
Fuzzy tuned PID controller for envisioned agricultural manipulator
(2021)
Journal Article
Fuzzy tuned PID controller for vibration control of agricultural manipulator
(2020)
Conference Proceeding
Active structure control
(2020)
Book Chapter
Bidirectional active control with vertical effect
(2020)
Book Chapter
Downloadable Citations
About UWE Bristol Research Repository
Administrator e-mail: repository@uwe.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search