Kai Goebel
Impact in
- Safety, Risk, Reliability and Quality top 0.02%
- Reliability and Maintenance Optimization
- Control and Systems Engineering top 0.05%
- Fault Detection and Control Systems
- Machine Fault Diagnosis Techniques
Papers in
-
- Fault Detection and Control Systems 153
- Machine Fault Diagnosis Techniques 71
-
- Risk and Safety Analysis 30
- Probabilistic and Robust Engineering Design 29
- Co-authors
- Bhaskar Saha (32 shared papers)Abhinav Saxena (58 shared papers)José Celaya (55 shared papers)Jon P. Christophersen (5 shared papers)Neil Eklund (20 shared papers)Matthew Daigle (30 shared papers)Sankalita Saha (27 shared papers)Chetan S. Kulkarni (40 shared papers)
- Journals
- International Journal of Prognostics and Health Management (16 papers)Reliability Engineering & System Safety (8 papers)Mechanical Systems and Signal Processing (4 papers)IEEE Transactions on Reliability (4 papers)Composite Structures (3 papers)
- Partner nations
- United StatesSwedenChile
In The Last Decade
Kai Goebel
332 papers receiving 11.4k citations
Kai Goebel's Hit Papers
Peers
Comparison fields: 5 of 147
- Safety, Risk, Reliability and Quality 2.9k
- Control and Systems Engineering 6.2k
- Medical Laboratory Technology 337
- Automotive Engineering 2.8k
- Statistics, Probability and Uncertainty 1.3k
Countries citing papers authored by Kai Goebel
This map shows the geographic impact of Kai Goebel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kai Goebel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kai Goebel more than expected).
Fields of papers citing papers by Kai Goebel
This network shows the impact of papers produced by Kai Goebel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kai Goebel. The network helps show where Kai Goebel may publish in the future.
Co-authors
The 25 scholars most cited alongside Kai Goebel, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 340 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Damage propagation modeling for aircraft engine run-to-failure simulation Hit paper breakdown → | 2008 | 1162 |
| 2 | Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework Hit paper breakdown → | 2008 | 663 |
| 3 | Prognostics in Battery Health Management Hit paper breakdown → | 2008 | 467 |
| 4 | Metrics for evaluating performance of prognostic techniques Hit paper breakdown → | 2008 | 401 |
| 5 | 2009 | 348 | |
| 6 | Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework | 2009 | 278 |
| 7 | Fusing physics-based and deep learning models for prognostics Hit paper breakdown → | 2022 | 262 |
| 8 | Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks Hit paper breakdown → | 2021 | 220 |
| 9 | Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics Hit paper breakdown → | 2021 | 209 |
| 10 | 2010 | 204 | |
| 11 | 2009 | 185 | |
| 12 | Relation between prognostics predictor evaluation metrics and local interpretability SHAP values Hit paper breakdown → | 2022 | 185 |
| 13 | A Survey of Artificial Intelligence for Prognostics. | 2007 | 163 |
| 14 | 2009 | 163 | |
| 15 | 2007 | 156 | |
| 16 | 2008 | 154 | |
| 17 | 2009 | 137 | |
| 18 | 2012 | 130 | |
| 19 | 2008 | 130 | |
| 20 | 2017 | 119 |
About Kai Goebel
Kai Goebel is a scholar working on Control and Systems Engineering, Statistics, Probability and Uncertainty, Artificial Intelligence, Electrical and Electronic Engineering and Civil and Structural Engineering, having authored 340 papers that have together received 11.8k indexed citations. Recurring topics across this work include Fault Detection and Control Systems (153 papers), Machine Fault Diagnosis Techniques (71 papers), Structural Health Monitoring Techniques (47 papers), Reliability and Maintenance Optimization (39 papers), Advanced Battery Technologies Research (37 papers), Integrated Circuits and Semiconductor Failure Analysis (32 papers), Risk and Safety Analysis (30 papers) and Probabilistic and Robust Engineering Design (29 papers). The work is most often cited by research in Safety, Risk, Reliability and Quality (2.9k citations), Control and Systems Engineering (6.2k citations), Medical Laboratory Technology (337 citations), Automotive Engineering (2.8k citations) and Statistics, Probability and Uncertainty (1.3k citations). Kai Goebel has collaborated with scholars based in United States, Sweden and Chile. Frequent co-authors include Bhaskar Saha, Abhinav Saxena, José Celaya, Jon P. Christophersen, Neil Eklund, Matthew Daigle, Sankalita Saha, Chetan S. Kulkarni, Scott Poll and Shankar Sankararaman. Their work appears in journals such as International Journal of Prognostics and Health Management, Reliability Engineering & System Safety, Mechanical Systems and Signal Processing, IEEE Transactions on Reliability and Composite Structures.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.