Guillaume Graton
According to our database1,
Guillaume Graton
authored at least 26 papers
between 2008 and 2023.
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Bibliography
2023
Application of 1D ResNet for Multivariate Fault Detection on Semiconductor Manufacturing Equipment.
Sensors, November, 2023
Fault Detection on Variable Length Multivariate Time Series from Semiconductor Manufacturing.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023
2022
1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2022
LASSO-based Health Indicator Extraction Method for Semiconductor Manufacturing Processes.
Proceedings of the European Control Conference, 2022
2021
Health State Monitoring of 4-mecanum Wheeled Mobile Robot Actuators and its Impact on the Robot Behavior Analysis.
J. Intell. Robotic Syst., 2021
Actuator Health State Monitoring & Degradation Impact Study on a 4-Mecanum Wheeled Mobile Robot Behaviour.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021
Combining Approaches of Brownian Motion and Similarity Principle to Improve the Remaining Useful Life Prediction.
Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021
Proceedings of the International Conference on Control, Automation and Diagnosis, 2021
A Comparative Evaluation of Deep Learning Anomaly Detection Techniques on Semiconductor Multivariate Time Series Data.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
4-mecanum wheeled mobile robot actuator fault detection & isolation using unknown input observer-based approach.
Proceedings of the 18th European Control Conference, 2020
2019
Proceedings of the 8th International Conference on Systems and Control, 2019
Detection & isolation of sensor and actuator additive faults in a 4-mecanum wheeled mobile robot (4-MWMR).
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019
Monitoring of a sampled process data under Run-to-Run control: application to a semiconductor process.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
Proceedings of the 2018 Winter Simulation Conference, 2018
A Bayesian indicator for Run-to-Run performance assessment in semiconductor manufacturing.
Proceedings of the 14th Conference on Ph.D. Research in Microelectronics and Electronics, 2018
On fault detection and isolation applied on unicycle mobile robot sensors and actuators.
Proceedings of the 7th International Conference on Systems and Control, 2018
2016
Self-tuning of dEWMA controller parameters for mixed product processes with equipment aging.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016
Virtual metrology on Chemical Mechanical Planarization process based on Just-In-Time Learning.
Proceedings of the 5th International Conference on Systems and Control, 2016
Online optimized parameters for RLS-LT controller - application to processes with mixed products and feature aging.
Proceedings of the 5th International Conference on Systems and Control, 2016
Proceedings of the 5th International Conference on Systems and Control, 2016
2014
Finite Memory Observers for linear time-varying systems: Theory and diagnosis applications.
J. Frankl. Inst., 2014
Finite Memory Observers for linear time-varying systems. Part II: Observer and residual sensitivity.
J. Frankl. Inst., 2014
Proceedings of the 13th European Control Conference, 2014
2009
Proceedings of the 10th European Control Conference, 2009
2008
Proceedings of the American Control Conference, 2008