Kai Goebel
Orcid: 0000-0002-0240-0943
According to our database1,
Kai Goebel
authored at least 60 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance.
Reliab. Eng. Syst. Saf., February, 2024
IEEE Comput. Intell. Mag., February, 2024
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems.
CoRR, 2024
2022
Reliab. Eng. Syst. Saf., 2022
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values.
Artif. Intell., 2022
2021
J. Aerosp. Inf. Syst., October, 2021
Improving tail accuracy of the predicted cumulative distribution function of time of failure.
Reliab. Eng. Syst. Saf., 2021
Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features.
J. Comput. Inf. Sci. Eng., 2021
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes.
Neurocomputing, 2021
Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics.
Data, 2021
Bearing Life Prediction With Informed Hyperprior Distribution: A Bayesian Hierarchical and Machine Learning Approach.
IEEE Access, 2021
2020
Probabilistic Risk-Based Operational Safety Bound for Rotary-Wing Unmanned Aircraft Systems Traffic Management.
J. Aerosp. Inf. Syst., March, 2020
2019
Battery health management for small-size rotary-wing electric unmanned aerial vehicles: An efficient approach for constrained computing platforms.
Reliab. Eng. Syst. Saf., 2019
Hybrid deep fault detection and isolation: Combining deep neural networks and system performance models.
CoRR, 2019
2018
Reliab. Eng. Syst. Saf., 2018
Neurocomputing, 2018
2017
Reliab. Eng. Syst. Saf., 2017
2015
IEEE Trans. Ind. Electron., 2015
Reliab. Eng. Syst. Saf., 2015
J. Aerosp. Inf. Syst., 2015
A testbed for implementing prognostic methodologies on cryogenic propellant loading systems.
IEEE Instrum. Meas. Mag., 2015
2014
Uncertainty Quantification in Remaining Useful Life Prediction Using First-Order Reliability Methods.
IEEE Trans. Reliab., 2014
2013
IEEE Trans. Syst. Man Cybern. Syst., 2013
2012
Extended Kalman Filter Models and Resistance Spectroscopy for Prognostication and Health Monitoring of Leadfree Electronics Under Vibration.
IEEE Trans. Reliab., 2012
Decorrelated Feature Space and Neural Nets Based Framework for Failure Modes Clustering in Electronics Subjected to Mechanical Shock.
IEEE Trans. Reliab., 2012
Prognostics Health Management of Electronic Systems Under Mechanical Shock and Vibration Using Kalman Filter Models and Metrics.
IEEE Trans. Ind. Electron., 2012
A knowledge-based system approach for sensor fault modeling, detection and mitigation.
Expert Syst. Appl., 2012
Proceedings of the Infotech@Aerospace 2012, 2012
Proceedings of the Infotech@Aerospace 2012, 2012
Prognostics Health Management and Physics Based Failure Models for Electrolytic Capacitors.
Proceedings of the Infotech@Aerospace 2012, 2012
A Briefing on Metrics and Risks for Autonomous Decision-making in Aerospace Applications.
Proceedings of the Infotech@Aerospace 2012, 2012
A Discussion on Uncertainty Representation and Interpretation in Model-based Prognostics Algorithms based on Kalman Filter Estimation Applied to Prognostics of Electronics Components.
Proceedings of the Infotech@Aerospace 2012, 2012
Using Markov Models of Fault Growth Physics and Environmental Stresses to Optimize Control Actions.
Proceedings of the Infotech@Aerospace 2012, 2012
2011
Prognostication of Residual Life and Latent Damage Assessment in Lead-Free Electronics Under Thermomechanical Loads.
IEEE Trans. Ind. Electron., 2011
2009
Precursor Parameter Identification for Insulated Gate Bipolar Transistor (IGBT) Prognostics.
IEEE Trans. Reliab., 2009
IEEE Trans. Instrum. Meas., 2009
2008
Correcting Sensor Drift and Intermittency Faults With Data Fusion and Automated Learning.
IEEE Syst. J., 2008
2007
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007
Proceedings of the Artificial Intelligence for Prognostics, 2007
Proceedings of the Artificial Intelligence for Prognostics, 2007
Proceedings of the Artificial Intelligence for Prognostics, 2007
Proceedings of the Artificial Intelligence for Prognostics, 2007
2006
Using Meta-Features to Boost the Performance of Classifier Fusion Schemes for Time Series Data.
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
IEEE Trans. Syst. Man Cybern. Part C, 2005
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.
AI Mag., 2005
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005
2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
2002
2001
Artif. Intell. Eng. Des. Anal. Manuf., 2001
Artif. Intell. Eng. Des. Anal. Manuf., 2001
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001
Proceedings of the Soft Computing in Case Based Reasoning, 2001
2000
1999
Proc. IEEE, 1999