Lennart Ljung
Lennart Ljung publishes mostly in Control and Systems Engineering, Artificial Intelligence and Civil and Structural Engineering, on topics such as Control Systems and Identification, Fault Detection and Control Systems and Advanced Control Systems Optimization.
- World rank
- #4,697 of 1,633,909 ranked researchers
- Rank in Sweden
- #45 of 16,333
- Works
- 178
- Citations
- 2.1k
- Citations per work
- 11.6
What does Lennart Ljung research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering47% of their works
- 2Artificial Intelligence8% of their works
- 3Civil and Structural Engineering6% of their works
- 4Statistics, Probability and Uncertainty4% of their works
- 5Management Science and Operations Research3% of their works
- 6Signal Processing3% of their works
Research topics
Which keywords describe Lennart Ljung's research?
The keywords of their largest research topics: Parameter Estimation, System Identification, Fault Detection, Process Monitoring, Model Predictive Control, Optimization, Vibration-based Damage Identification and Wireless Sensors.
- Non-Gaussian Signal Processing
- Independent Component Analysis
- Uncertainty Quantification
- Self-Organizing Maps
- Wireless Sensors
- Optimization
- Process Monitoring
- System Identification
- Parameter Estimation
- Fault Detection
- Model Predictive Control
- Vibration-based Damage Identification
- Neural Networks
- Sensitivity Analysis
- Blind Separation
- Adaptive Filtering
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 16 words, with their numbers
- Parameter Estimation461 topic
- System Identification461 topic
- Fault Detection341 topic
- Process Monitoring341 topic
- Model Predictive Control121 topic
- Optimization121 topic
- Vibration-based Damage Identification111 topic
- Wireless Sensors111 topic
- Neural Networks101 topic
- Self-Organizing Maps101 topic
- Sensitivity Analysis81 topic
- Uncertainty Quantification81 topic
- Blind Separation51 topic
- Independent Component Analysis51 topic
- Adaptive Filtering41 topic
- Non-Gaussian Signal Processing41 topic
Where does Lennart Ljung work?
Lennart Ljung's main affiliation in the publication record is Linköping University, Sweden.
How many publications and citations does Lennart Ljung have?
Science Explorer counts 178 works and 2,064 citations for Lennart Ljung, ranking #4,697 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.