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Diagnosis




Book chapters

2019
[Frisk et al., 2019]
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Structural Analysis.
Erik Frisk, Mattias Krysander, and Teresa Escobet (2019).
pp. 43--69. Springer.


Journal Papers

Accepted for publication
[Voronov et al., Accepted for publication]
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Predictive Maintenance of Lead-Acid Batteries with Sparse Vehicle Operational Data.
Sergii Voronov, Erik Frisk, and Mattias Krysander (Accepted for publication).
In: International Journal of Prognostics and Health Management, .
2021
[Voronov et al., 2021]
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A Forest-based Algorithm for Selecting Informative Variables Using Variable Depth Distribution.
Sergii Voronov, Daniel Jung, and Erik Frisk (2021).
In: Engineering Applications of Artificial Intelligence, .
2020
[Jung, 2020]
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Distributed Feature Selection for Multi-Class Classification Using ADMM.
Daniel Jung (2020).
In: IEEE Control System Letters, .
[Jung, 2020]
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Data-driven Open Set Fault Classification of Residual Data using Bayesian Filtering.
Daniel Jung (2020).
In: IEEE Transactions on Control System Technology, .
[Jakobsson et al., 2020]
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Fatigue Damage Monitoring for Mining Vehicles Using Data Driven Models.
Erik Jakobsson, Robert Petterson, Erik Frisk, and Mattias Krysander (2020).
In: International Journal of Prognostics and Health Management, (1).
[Ng et al., 2020]
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A Realistic Simulation Testbed of a Turbocharged Spark-Ignited Engine System: A Platform for the Evaluation of Fault Diagnosis Algorithms and Strategies.
K. Y. Ng, E. Frisk, M. Krysander, and L. Eriksson (2020).
In: IEEE Control Systems Magazine, 40(2):56--83.
[Khorasghani et al., 2020]
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Structural Methodologies for Distributed Fault Detection and Isolation.
Hamed Khorasghani, Gautam Biswas, and Daniel Jung (2020).
In: Applied Sciences, .
2019
[Åslund et al., 2019]
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Asymptotic behavior of a fault diagnosis performance measure for linear systems.
Jan Åslund, Erik Frisk, and Daniel Jung (2019).
In: Automatica, 106:143--149.
2018
[Voronov et al., 2018]
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Data-driven battery lifetime prediction and confidence estimation for heavy-duty trucks.
Sergii Voronov, Erik Frisk, and Mattias Krysander (2018).
In: IEEE Transactions on reliability, 67(2):623--639.
[Jung et al., 2018]
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Combining model-based diagnosis and data-driven anomaly classifiers for fault isolation.
Daniel Jung, Kok Yew Ng, Erik Frisk, and Mattias Krysander (2018).
In: Control Engineering Practice, 80:146--156.
[Jung and Frisk, 2018]
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Residual Selection for Fault Detection and Isolation Using Convex Optimization.
Daniel Jung, and Erik Frisk (2018).
In: Automatica, 97:143--149.
[Jung et al., 2018]
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Sensor selection for fault diagnosis in uncertain systems.
Daniel Jung, Yi Dong, Erik Frisk, Mattias Krysander, and Gautam Biswas (2018).
In: International Journal of Control, 0(0):1--11.
2017
[Jung and Sundstrom, 2017]
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A Combined Data-Driven and Model-Based Residual Selection Algorithm for Fault Detection and Isolation.
Daniel Jung, and Christofer Sundstrom (2017).
In: IEEE Transactions on Control Systems Technology, PP(99):1--15.
[Polverino et al., 2017]
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Model-based diagnosis through Structural Analysis and Causal Computation for automotive Polymer Electrolyte Membrane Fuel Cell systems.
Pierpaolo Polverino, Erik Frisk, Daniel Jung, Mattias Krysander, and Cesare Pianese (2017).
In: Journal of Power Sources, 357(31 July).
2016
[Sundström et al., 2016]
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Diagnostic Method Combining Look-up Tables and Fault Models Applied on a Hybrid Electric Vehicle.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2016).
In: IEEE Transactions on Control Systems Technology, 24(3):1109--1117.
[Jung et al., 2016]
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A flywheel error compensation algorithm for engine misfire detection.
Daniel Jung, Erik Frisk, and Mattias Krysander (2016).
In: Control Engineering Practice, 47:37--47.
2015
[Sundström et al., 2015]
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A New Electric Machine Model and its Relevance for Vehicle Level Diagnosis.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2015).
In: International Journal of Modeling, Identification and Control (IJMIC), 24(1):1--9.
[Jung et al., 2015]
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Development of misfire detection algorithm using quantitative FDI performance analysis.
Daniel Jung, Lars Eriksson, Erik Frisk, and Mattias Krysander (2015).
In: Control Engineering Practice, 34(0):49--60.
2014
[Larsson et al., 2014]
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Gas Turbine Modeling for Diagnosis and Control.
Emil Larsson, Jan Åslund, Erik Frisk, and Lars Eriksson (2014).
In: Journal of Engineering for Gas Turbines and Power, 136(7):17 pages.
[Sundström et al., 2014]
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Selecting and Utilizing Sequential Residual Generators in FDI Applied to Hybrid Vehicles.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2014).
In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44(2):172--185.
[Svärd et al., 2014]
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Data-Driven and Adaptive Statistical Residual Evaluation for Fault Detection with an Automotive Application.
Carl Svärd, Mattias Nyberg, Erik Frisk, and Mattias Krysander (2014).
In: Mechanical Systems and Signal Processing, 45(1):170--192.
2013
[Svärd et al., 2013]
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Realizability Constrained Selection of Residual Generators for Fault Diagnosis with an Automotive Engine Application.
Carl Svärd, Mattias Nyberg, and Erik Frisk (2013).
In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, 43(6):1354--1369.
[Eriksson et al., 2013]
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A method for quantitative fault diagnosability analysis of stochastic linear descriptor models.
Daniel Eriksson, Erik Frisk, and Mattias Krysander (2013).
In: Automatica, 49(6):1591--1600.
[Svärd et al., 2013]
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Automotive Engine FDI by Application of an Automated Model-Based and Data-Driven Design Methodology.
Carl Svärd, Mattias Nyberg, Erik Frisk, and Mattias Krysander (2013).
In: Control Engineering Practice, 21(4):455--472.
2012
[Frisk et al., 2012]
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Diagnosability Analysis Considering Causal Interpretations for Differential Constraints.
Erik Frisk, Anibal Bregon, Jan Åslund, Mattias Krysander, Belarmino Pulido, and Gautam Biswas (2012).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 42(5):1216--1229.
[Svärd and Nyberg, 2012]
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Automated Design of an FDI-System for the Wind Turbine Benchmark.
Carl Svärd, and Mattias Nyberg (2012).
In: Journal of Control Science and Engineering, 2012.
[Rosich et al., 2012]
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Fault Diagnosis Based on Causal Computations.
Albert Rosich, Erik Frisk, Jan Åslund, Ramon Sarrate, and Fatiha Nejjari (2012).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 42(2):371--381.
2011
[Biteus et al., 2011]
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Distributed Diagnosis using a Condensed Representation of Diagnoses with application to an Automotive Vehicle.
Jonas Biteus, Erik Frisk, and Mattias Nyberg (2011).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 41(6):1262--1267.
2010
[Svärd and Nyberg, 2010]
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Residual Generators for Fault Diagnosis using Computation Sequences with Mixed Causality Applied to Automotive Systems.
Carl Svärd, and Mattias Nyberg (2010).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 40(6):1310--1328.
[Krysander et al., 2010]
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FlexDx: A Reconfigurable Diagnosis Framework.
Mattias Krysander, Fredrik Heintz, Jacob Roll, and Erik Frisk (2010).
In: Engineering Applications of Artificial Intelligence, 23(8):1303--1313.
2009
[Krysander and Frisk, 2009]
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Leakage Detection In a Fuel Evaporative System.
Mattias Krysander, and Erik Frisk (2009).
In: Control Engineering Practice, 17(11):1273--1279.
[Biteus et al., 2009]
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Determining the Fault Status of a Component and its Readiness, with a Distributed Automotive Application.
Jonas Biteus, Mattias Nyberg, Erik Frisk, and Jan Åslund (2009).
In: Engineering Applications of Artificial Intelligence, 22(3):363--373.
[Frisk et al., 2009]
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Sensor Placement for Fault Isolation in Linear Differential-Algebraic Systems.
Erik Frisk, Mattias Krysander, and Jan Åslund (2009).
In: Automatica, 45(2):364--371.
2008
[Krysander and Frisk, 2008]
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Sensor placement for fault diagnosis.
Mattias Krysander, and Erik Frisk (2008).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 38(6):1398--1410.
[Biteus et al., 2008]
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An Algorithm for Computing the Diagnoses with Minimal Cardinality in a Distributed System.
Jonas Biteus, Mattias Nyberg, and Erik Frisk (2008).
In: Engineering Applications of Artificial Intelligence, 21(2):269--276.
[Krysander et al., 2008]
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An Efficient Algorithm for Finding Minimal Over-constrained Sub-systems for Model-based Diagnosis.
Mattias Krysander, Jan Åslund, and Mattias Nyberg (2008).
In: IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, 38(1).
2007
[Åslund et al., 2007]
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Safety analysis of autonomous systems by extended fault tree analysis.
Jan Åslund, Jonas Biteus, Erik Frisk, Mattias Krysander, and Lars Nielsen (2007).
In: International Journal of Adaptive Control and Signal Processing, 21(2-3):287--298.
2006
[Nyberg and Frisk, 2006]
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Residual Generation for Fault Diagnosis of Systems Described by Linear Differential-Algebraic Equations.
Mattias Nyberg, and Erik Frisk (2006).
In: IEEE Transactions on Automatic Control, 51(12):1995--2000.
[Åslund and Frisk, 2006]
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An observer for non-linear differential-algebraic systems.
Jan Åslund, and Erik Frisk (2006).
In: Automatica, 42(6):959--965.
[Frisk and Nielsen, 2006]
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Robust Residual Generation for Diagnosis Including a Reference Model for Residual Behavior.
Erik Frisk, and Lars Nielsen (2006).
In: Automatica, 42(3):437--445.
[Dustegör et al., 2006]
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Structural Analysis of Fault Isolability in the DAMADICS benchmark.
Dilek Dustegör, Erik Frisk, Vincent Coquempot, Mattias Krysander, and Marcel Staroswiecki (2006).
In: Control Engineering Practice, 14(6):597--608.
2005
[Frisk and Åslund, 2005]
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Lowering Orders of Derivatives in Non-linear Residual Generation using Realization Theory.
Erik Frisk, and Jan Åslund (2005).
In: Automatica, 41(10):1799--1807.
[Cedersund and Knudsen, 2005]
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Improved parameter estimation for systems with an experimentally determined Hopf bifurcation.
G. Cedersund, and C. Knudsen (2005).
In: IEE Proceedings - Systems Biology, 152(3):161--168.
2004
[Dustegor et al., 2004]
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Isolabilité structurelle des défaillances - Application à un modèle de vanne.
D. Dustegor, V. Coquempot, M. Staroswiecki, and E. Frisk (2004).
In: Journal européen des systèmes automatisés, 38(1-2):103--124.
2002
[Nyberg, 2002]
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Model-based diagnosis of an automotive engine using several types of fault models.
Mattias Nyberg (2002).
In: IEEE Transaction on Control Systems Technology, 10(5):679--689.
[Nyberg, 2002]
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Criterions for detectability and strong detectability of faults in linear systems.
Mattias Nyberg (2002).
In: International Journal of Control, 75(7):490--501.
2001
[Frisk and Nyberg, 2001]
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A Minimal Polynomial Basis Solution to Residual Generation for Fault Diagnosis in Linear Systems.
Erik Frisk, and Mattias Nyberg (2001).
In: Automatica, 37(9):1417--1424.
2000
[Nyberg and Nielsen, 2000]
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A Universal Chow-Willsky Scheme and Detectability Criteria.
Mattias Nyberg, and Lars Nielsen (2000).
In: IEEE Transactions Automatic Control, 45(1):152--156.
1999
[Nyberg, 1999]
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Automatic Design of Diagnosis Systems with Application to an Automotive Engine.
Mattias Nyberg (1999).
In: Control Engineering Practice, 87(8):993--1005.
1998
[Nyberg and Nielsen, 1998]
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Model Based Diagnosis for the Air Intake System of the SI-Engine.
Mattias Nyberg, and Lars Nielsen (1998).
In: SAE Transactions, Journal of Commercial Vehicles, 106:9--20.


Conference Papers

2020
[Ng et al., 2020]
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Design and Selection of Additional Residuals to Enhance Fault Isolation of a Turbocharged Spark Ignited Engine System.
Kok Yew Ng, Erik Frisk, and Mattias Krysander (2020).
In: International Conference on Control, Decision and Information Technologies (CoDIT). Prague, Czech Republic.
[Jakobsson et al., 2020]
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Automated Usage Characterization of Mining Vehicles For Life Time Prediction.
Erik Jakobsson, Erik Frisk, Mattias Krysander, and Robert Pettersson (2020).
In: IFAC World Congress. Germany.
2018
[Voronov et al., 2018]
Read the abstract of the paperExternal PDFShow BibTeX entry
Lead-acid battery maintenance using multilayer perceptron models.
Sergii Voronov, Erik Frisk, and Mattias Krysander (2018).
In: 2018 IEEE International Conference on Prognostics and Health Management. Seattle, USA.
[Krysander et al., 2018]
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Diagnosis Analysis of Modelica Models.
Mattias Krysander, Frisk, Erik, Ingela Lind, and Ylva Nilsson (2018).
In: IFAC SafeProcess. Warszaw, Poland.
[Frisk and Krysander, 2018]
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Residual Selection for Consistency Based Diagnosis Using Machine Learning Models.
Erik Frisk, and Mattias Krysander (2018).
In: IFAC SafeProcess. Warszaw, Poland.
[Jung and Ahmed, 2018]
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Active Fault Management in Autonomous Systems Using Sensitivity Analysis.
Daniel Jung, and Qadeer Ahmed (2018).
In: IFAC Safe Process. Warszaw, Poland.
2017
[Jakobsson et al., 2017]
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Data driven modeling and estimation of accumulated damage in mining vehicles using on-board sensors.
Erik Jakobsson, Erik Frisk, Robert Pettersson, and Mattias Krysander (2017).
In: Annual Conference of the prognostics and health management society 2017. St. Petersburg, Florida, USA.
[Jung et al., 2017]
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Residual change detection using low-complexity sequential quantile estimation.
Daniel Jung, Erik Frisk, and Mattias Krysander (2017).
In: IFAC World Congress. Toulouse, France.
[Frisk et al., 2017]
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Analysis and Design of Diagnosis Systems Based on the Structural Differential Index.
Erik Frisk, Mattias Krysander, and Jan Åslund (2017).
In: IFAC World Congress. Toulouse, France.
[Frisk et al., 2017]
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A Toolbox for Analysis and Design of Model Based Diagnosis Systems for Large Scale Models.
Erik Frisk, Mattias Krysander, and Daniel Jung (2017).
In: IFAC World Congress. Toulouse, France.
2016
[Voronov et al., 2016]
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Variable selection for heavy-duty vehicle battery failure prognostics using random survival forests.
Sergii Voronov, Daniel Jung, and Erik Frisk (2016).
In: Third European Conference of the Prognostics and Health Management Society 2016. Bilbao, Spain.
[Jung, 2016]
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A generalized fault isolability matrix for improved fault diagnosability analysis.
Daniel Jung (2016).
Conference on Control and Fault-Tolerant Systems (SysTol'16). Barcelona, Spain.
[Jung et al., 2016]
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A combined diagnosis system design using model-based and data-driven techniques.
Daniel Jung, Kok Yew Ng, Erik Frisk, and Mattias Krysander (2016).
Conference on Control and Fault-Tolerant Systems (SysTol'16). Barcelona, Spain.
[Voronov et al., 2016]
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Heavy-duty truck battery failure prognostics using random survival forests.
Sergii Voronov, Daniel Jung, and Erik Frisk (2016).
In: IFAC Advances in Automotive Control. Kolmården, Sweden.
2015
[Jung et al., 2015]
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Analysis of fault isolation assumptions when comparing model-based design approaches of diagnosis systems.
Daniel Jung, Hamed Khorasgani, Erik Frisk, Mattias Krysander, and Gautam Biswas (2015).
In: 9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes Safeprocess'15. Paris, FRANCE.
[Jung et al., 2015]
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Quantitative isolability analysis of different fault modes.
Daniel Jung, Erik Frisk, and Mattias Krysander (2015).
In: 9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes Safeprocess'15. Paris, FRANCE.
[Khorasgani et al., 2015]
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Structural approach for distributed fault detection and isolation.
Hamed Khorasgani, Daniel Jung, and Gautam Biswas (2015).
In: 9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes Safeprocess'15. Paris, FRANCE.
[Frisk and Krysander, 2015]
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Treatment of accumulative variables in data-driven prognostics of lead-acid batteries.
Erik Frisk, and Mattias Krysander (2015).
In: Proceedings of IFAC Safeprocess'15. Paris, France.
[Jung et al., 2015]
Show BibTeX entry
Analysis of fault isolation assumptions when comparing model-based design approaches of diagnosis systems.
Daniel Jung, Hamed Ghazavi Khorasgani, Erik Frisk, Mattias Krysander, and Gautam Biswas (2015).
In: Proceedings of IFAC Safeprocess'15. Paris, France.
[Jung et al., 2015]
Show BibTeX entry
Quantitative isolability analysis of different fault modes.
Daniel Jung, Erik Frisk, and Mattias Krysander (2015).
In: Proceedings of IFAC Safeprocess'15. Paris, France.
[Chen et al., 2015]
Show BibTeX entry
Model-Based Fault Diagnosis of an Automated Manual Transmission Shifting Actuator.
Qi Chen, Qadeer Ahmed, Giorgio Rizzoni, Erik Frisk, and Hua Zhai (2015).
In: Proceedings of IFAC Safeprocess'15. Paris, France.
2014
[Frisk et al., 2014]
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Data-driven Lead-Acide Battery Prognostics Using Random Survival Forests.
Erik Frisk, Mattias Krysander, and Emil Larsson (2014).
In: Proceedings of the Annual Conference of The Prognostics and Health Management Society. Fort Worth, Texas, USA.
[Khorasgani et al., 2014]
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Robust residual selection for fault detection.
Hamed Khorasgani, Daniel Eriksson, Gautam Biswas, Erik Frisk, and Mattias Krysander (2014).
In: Proceedings of 53rd IEEE Conference on Decision and Control. Los Angeles, USA.
[Khorasgani et al., 2014]
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Off-line robust residual selection using sensitivity analysis.
Hamed Khorasgani, Daniel Eriksson, Gautam Biswas, Erik Frisk, and Mattias Krysander (2014).
In: 25th International Workshop on Principles of Diagnosis (DX-14). Graz, Austria.
[Eriksson and Sundström, 2014]
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Sequential residual generator selection for fault detection.
Daniel Eriksson, and Christofer Sundström (2014).
In: Proceedings of 13th European Control Conference (ECC2014). Strasbourg, France.
2013
[Sundström et al., 2013]
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Fault Monitoring of the Electric Machine in a Hybrid Vehicle.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2013).
In: 7th IFAC Symposium on Advances in Automotive Control. Tokyo, Japan.
[Larsson et al., 2013]
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Fault Tolerant Supervision of an Industrial Gas Turbine.
Emil Larsson, Jan Åslund, Erik Frisk, and Lars Eriksson (2013).
In: ASME Turbo Expo 2013-GT2013. San Antonio, USA. ASME.
2012
[Eriksson et al., 2012]
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A sequential test selection algorithm for fault isolation.
Daniel Eriksson, Erik Frisk, and Mattias Krysander (2012).
In: 10th European Workshop on Advanced Control and Diagnosis. Copenhagen, Denmark.
[Noack et al., 2012]
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The Columbus module as a Technology Demonstrator for Innovative Failure Management.
E. Noack, A. Luedtke, I. Schmitt, T. Noack, E. Schaumlöffel, E. Hauke, J. Stamminger, and E. Frisk (2012).
Deutcher Luft- und Raumfahrtkongress. Berlin, Germany.
[Eriksson et al., 2012]
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Using quantitative diagnosability analysis for optimal sensor placement.
Daniel Eriksson, Mattias Krysander, and Erik Frisk (2012).
Proceedings of IFAC Safe Process 2012. Mexico city, Mexico.
2011
[Eriksson et al., 2011]
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Quantitative Stochastic Fault Diagnosability Analysis.
Daniel Eriksson, Mattias Krysander, and Erik Frisk (2011).
In: 50th IEEE Conference on Decision and Control. Orlando, Florida, USA.
[Svärd et al., 2011]
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A Data-Driven and Probabilistic Approach to Residual Evaluation for Fault Diagnosis.
Carl Svärd, Mattias Nyberg, Erik Frisk, and Mattias Krysander (2011).
In: 50th IEEE Conference on Decision and Control. Orlando, Florida, USA.
[Sundström et al., 2011]
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Residual Generator Selection for Fault Diagnosis of Hybrid Vehicle Powertrains.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2011).
In: IFAC World Congress. Milano, Italy.
[Svärd and Nyberg, 2011]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Automated Design of an FDI-System for the Wind Turbine Benchmark.
Carl Svärd, and Mattias Nyberg (2011).
In: IFAC World Congress. Milano, Italy.
[Åslund et al., 2011]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Structural Diagnosability Analysis of Dynamic Models.
Jan Åslund, Anibal Bregon, Mattias Krysander, Erik Frisk, Belarmino Pulido, and Gautam Biswas (2011).
In: IFAC World Congress. Milano, Italy.
[Larsson et al., 2011]
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Health Monitoring in an Industrial Gas Turbine Application by Using Model Based Diagnosis Techniques.
Emil Larsson, Jan Åslund, Erik Frisk, and Lars Eriksson (2011).
In: ASME Turbo Expo 2011-GT2011. Vancouver, Canada. ASME.
[Eriksson et al., 2011]
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Quantitative Fault Diagnosability Performance of Linear Dynamic Descriptor Models.
Daniel Eriksson, Mattias Krysander, and Erik Frisk (2011).
22nd International Workshop on Principles of Diagnosis (DX-11). Murnau, Germany.
[Svärd et al., 2011]
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A Greedy Approach for Selection of Residual Generators.
Carl Svärd, Mattias Nyberg, and Erik Frisk (2011).
22nd International Workshop on Principles of Diagnosis (DX-11). Murnau, Germany.
2010
[Nyberg and Svärd, 2010]
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A Service Based Approach to Decentralized Diagnosis and Fault Tolerant Control.
Mattias Nyberg, and Carl Svärd (2010).
Conference on Control and Fault-Tolerant Systems (SysTol'10). Nice, France.
[Nyberg and Svärd, 2010]
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A Decentralized Service Based Architecture for Design and Modeling of Fault Tolerant Control Systems.
Mattias Nyberg, and Carl Svärd (2010).
21st International Workshop on Principles of Diagnosis (DX-10). Portland, Oregon, USA.
[Krysander et al., 2010]
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A Structural Algorithm for Finding Testable Sub-models and Multiple Fault Isolability Analysis.
Mattias Krysander, Jan Åslund, and Erik Frisk (2010).
21st International Workshop on Principles of Diagnosis (DX-10). Portland, Oregon, USA.
[Frisk et al., 2010]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Diagnosability Analysis Considering Causal Interpretations for Differential Constraints.
Erik Frisk, Anibal Bregon, Jan Åslund, Mattias Krysander, Belarmino Pulido, and Gautam Biswas (2010).
21st International Workshop on Principles of Diagnosis (DX-10). Portland, Oregon, USA.
[Almqvist et al., 2010]
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Solving the ADAPT Benchmark Problem - A Student Project Study.
Erik Almqvist, Daniel Eriksson, Andreas Lundberg, Emil Nilsson, Niklas Wahlström, Erik Frisk, and Mattias Krysander (2010).
21st International Workshop on Principles of Diagnosis (DX-10). Portland, Oregon, USA.
[Sundström et al., 2010]
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Overall Monitoring and Diagnosis for Hybrid Vehicle Powertrains.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2010).
In: 6th IFAC Symposium on Advances in Automotive Control. Munich, Germany.
[Larsson et al., 2010]
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Fault isolation for an industrial gas turbine with a model-based diagnosis approach.
Emil Larsson, Jan Åslund, Erik Frisk, and Lars Eriksson (2010).
In: ASME Turbo Expo 2010-GT2010. Glasgow, UK. ASME.
2009
[Pernstål et al., 2009]
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Modeling and Troubleshooting with Interventions Applied to an Auxiliary Truck Braking System.
Anna Pernstål, Håkan Warnquist, and Mattias Nyberg (2009).
In: Proceedings of 2nd IFAC workshop on Dependable Constrol of Discrete Systems. Bari, Italy.
[Warnquist et al., 2009]
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Anytime Near-Optimal Troubleshooting Applied to an Auxiliary Truck Braking System.
Håkan Warnquist, Anna Pernestål, and Mattias Nyberg (2009).
In: Proceedings of IFAC Safeprocess'09. Barcelona, Spain.
[Åslund and Frisk, 2009]
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Structural analysis for fault diagnosis of models with constraints.
Jan Åslund, and Erik Frisk (2009).
In: Proceedings of IFAC Safeprocess'09. Barcelona, Spain, pp. 384--389.
[Rosich et al., 2009]
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Sensor Placement for Fault Diagnosis Based on Casual Computations.
Albert Rosich, Erik Frisk, Jan Åslund, Ramon Sarrate, and Fatiha Nejjari (2009).
In: Proceedings of IFAC Safeprocess'09. Barcelona, Spain, pp. 402--407.
[Llobet et al., 2009]
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Minimal Structurally Overdetermined Sets for Residual Generation: A Comparison of Alternative Approaches.
J. Armengol Llobet, A. Bregon, T. Escobet, E. R. Gelso, M. Krysander, M. Nyberg, X. Olive, and B. Pulido, L. Trave-Massuyes (2009).
In: Proceedings of IFAC Safeprocess'09. Barcelona, Spain.
2008
[Svärd and Nyberg, 2008]
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A Mixed Causality Approach to Residual Generation Utilizing Equation System Solvers and Differential-Algebraic Equation Theory.
Carl Svärd, and Mattias Nyberg (2008).
19th International Workshop on Principles of Diagnosis (DX-08). Blue Mountains, Australia.
[Krysander et al., 2008]
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Dynamic Test Selection for Reconfigurable Diagnosis.
Mattias Krysander, Fredrik Heintz, Jacob Roll, and Erik Frisk (2008).
47th IEEE Conference on Decision and Control. Cancun, Mexico.
[Heintz et al., 2008]
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FlexDx: A Reconfigurable Diagnosis Framework.
Fredrik Heintz, Mattias Krysander, Jacob Roll, and Erik Frisk (2008).
19th International Workshop on Principles of Diagnosis (DX-08). Sydney, Australia.
[Sundström et al., 2008]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Prognostics of Electronic Systems through Power Supply Current Trends.
Timmy Sundström, Behzad Mesgarzadeh, Mattias Krysander, Markus Klein, Ingemar Söderquist, Anneli Crona, Torbjörn Fransson, and Atila Alvandpour (2008).
IEEE Internatioanl Conference on Prognostics and Health Management. Denver, USA.
[Krysander and Nyberg, 2008]
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Statistical Properties and Design Criterions for Fault Isolation in Noisy Systems.
Mattias Krysander, and Mattias Nyberg (2008).
19th International Workshop on Principles of Diagnosis (DX-08). Sydney, Australia.
[Svärd and Nyberg, 2008]
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Observer-Based Residual Generation for Linear Differential-Algebraic Equation Systems.
Carl Svärd, and Mattias Nyberg (2008).
IFAC World Congress. Seoul, Korea.
[R. Gelso et al., 2008]
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Robust fault detection using consistency techniques with application to an automotive engine.
Esteban R. Gelso, Erik Frisk, and Joaquim Armengol (2008).
IFAC World Congress. Seoul, Korea.
[Nyberg and Krysander, 2008]
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Statistical Properties and Design Criterions for AI-Based Fault Isolation.
Mattias Nyberg, and Mattias Krysander (2008).
IFAC World Congress. Seoul, Korea.
[Frisk and Krysander, 2008]
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Leakage Detection In a Fuel Evaporative System.
Erik Frisk, and Mattias Krysander (2008).
IFAC World Congress. Seoul, Korea.
[Gustafsson et al., 2008]
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On Threshold Optimization in Fault Tolerant Systems.
Fredrik Gustafsson, Jan Åslund, Erik Frisk, Mattias Krysander, and Lars Nielsen (2008).
IFAC World Congress. Seoul, Korea.
[Krysander et al., 2008]
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Sensor Placement for Fault Isolation in Linear Differential-Algebraic Systems.
Mattias Krysander, Erik Frisk, and Jan Åslund (2008).
IFAC World Congress. Seoul, Korea.
2007
[Pernestål and Nyberg, 2007]
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Using Prior Information in Bayesian Inference - with Application to Diagnosis.
Anna Pernestål, and Mattias Nyberg (2007).
MaxEnt, Bayesian Inference and Maximum Entropy Methods in Science and Engineering. Albany, NY, USA.
[Frisk and Krysander, 2007]
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Sensor placement for maximum fault isolability.
Erik Frisk, and Mattias Krysander (2007).
18th International Workshop on Principles of Diagnosis (DX-07). Nashville, USA, pp. 106--113.
2006
[Nyberg, 2006]
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A Fault Isolation Algorithm for the case of Multiple Faults and Multiple Fault Types.
Mattias Nyberg (2006).
In: Proceedings of IFAC Safeprocess'06. Beijing, China.
[Frisk et al., 2006]
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A toolbox for design of diagnosis systems.
Erik Frisk, Mattias Krysander, Mattias Nyberg, and Jan Åslund (2006).
In: Proceedings of IFAC Safeprocess'06. Beijing, China.
[Nyberg, 2006]
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A Generalization of the GDE Minimal Hitting-Set Algorithm to Handle Behavioral Modes.
Mattias Nyberg (2006).
17th International Workshop on Principles of Diagnosis (DX-06). Spain.
[Biteus et al., 2006]
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Distributed Diagnosis by using a Condensed Local Representation of the Global Diagnoses with Minimal Cardinality.
Jonas Biteus, Erik Frisk, and Mattias Nyberg (2006).
17th International Workshop on Principles of Diagnosis (DX-06). Spain.
[Biteus et al., 2006]
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Determining a Component's Fault Status and the Status' Readiness.
Jonas Biteus, Mattias Nyberg, Erik Frisk, and Jan Åslund (2006).
In: Proceedings of IFAC Safeprocess'06. Beijing, China.
2005
[Krysander et al., 2005]
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An Efficient Algorithm for Finding Over-constrained Sub-systems for Construction of Diagnostic Tests.
Mattias Krysander, Jan Åslund, and Mattias Nyberg (2005).
16th International Workshop on Principles of Diagnosis (DX-05). Pacific Grove, California, USA.
[Krysander and Nyberg, 2005]
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Fault Isolability Prediction of Diagnostic Models.
Mattias Krysander, and Mattias Nyberg (2005).
16th International Workshop on Principles of Diagnosis (DX-05). Pacific Grove, California, USA.
[Biteus et al., 2005]
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Distributed Diagnosis for Embedded Systems in Automotive Vehicles.
Jonas Biteus, Mathias Jensen, and Mattias Nyberg (2005).
IFAC World Congress. Prague, Czech Republic.
[Nilsson and Frisk, 2005]
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Detecting Knock in Spark Ignited Engines.
Ylva Nilsson, and Erik Frisk (2005).
IFAC World Congress. Prague, Czech Republic.
[Frisk and Åslund, 2005]
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An observer for semi-explicit differential-algebraic systems.
Erik Frisk, and Jan Åslund (2005).
IFAC World Congress. Prague, Czech Republic.
[Åslund and Frisk, 2005]
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Lowering Orders of Derivatives in Non-linear Residual Generation.
Jan Åslund, and Erik Frisk (2005).
IFAC World Congress. Prague, Czech Republic.
[Krysander and Åslund, 2005]
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Graph Theoretical Methods for Finding Analytical Redundancy Relations in Overdetermined Differential Algebraic Systems.
Mattias Krysander, and Jan Åslund (2005).
IMACS World Congress. Paris, France.
[Åslund et al., 2005]
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A systematic inclusion of diagnosis performance in fault tree analysis.
Jan Åslund, Jonas Biteus, Erik Frisk, Mattias Krysander, and Lars Nielsen (2005).
IFAC World Congress. Prague, Czech Republic.
2004
[Biteus et al., 2004]
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Decentralized Diagnosis in Heavy Duty Vehicles.
Jonas Biteus, Mathias Jensen, and Mattias Nyberg (2004).
In: CCSSE. Norrköping, Sweden.
[Berton et al., 2004]
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Improving Diagnosis Performances on a Truck Engine Making Use of Statistical Charts.
Antoine Berton, Erik Frisk, and Mattias Nyberg (2004).
IFAC Symposium on Advances in Automotive Control. Salerno, Italy.
2003
[Frisk et al., 2003]
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Improving fault isolability properties by structural analysis of faulty behavior models: application to the DAMADICS benchmark problem.
Erik Frisk, Dilek Dü\cstegör, Mattias Krysander, and Vincent Cocquempot (2003).
In: Proceedings of IFAC Safeprocess'03. Washington, USA.
[Nyberg and Krysander, 2003]
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Combining AI, FDI, and Statistical Hypothesis-Testing in a Framework for Diagnosis.
Mattias Nyberg, and Mattias Krysander (2003).
In: Proceedings of IFAC Safeprocess'03. Washington, USA.
[Biteus and Nyberg, 2003]
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Residual Generators For Dae Systems Utilizing Minimal Subsets Of Model Equations.
Jonas Biteus, and Mattias Nyberg (2003).
In: Proceedings of IFAC Safeprocess'03. Washington, USA.
2002
[Krysander and Nyberg, 2002]
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Fault Diagnosis utilizing Structural Analysis.
Mattias Krysander, and Mattias Nyberg (2002).
CCSSE. Norrköping, Sweden.
[Biteus and Nyberg, 2002]
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Dynamic Evaluation of Minimal Structurally Singular Sets.
Jonas Biteus, and Mattias Nyberg (2002).
In: CCSSE. Norrköping, Sweden. Poster session.
[Frisk and Nyberg, 2002]
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Residual Generation for Fault Diagnosis of Systems Described by General Linear Differential-algebraic Equations.
Erik Frisk, and Mattias Nyberg (2002).
IFAC World Congress. Barcelona, Spain.
[Krysander and Nyberg, 2002]
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Structural Analysis for Fault Diagnosis of DAE Systems Utilizing MSS Sets.
Mattias Krysander, and Mattias Nyberg (2002).
IFAC World Congress. Barcelona, Spain.
[Krysander and Nyberg, 2002]
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Structural Analysis utilizing MSS Sets with Application to a Paper Plant.
Mattias Krysander, and Mattias Nyberg (2002).
Proc. of the Thirteenth International Workshop on Principles of Diagnosis. Semmering, Austria.
2001
[Frisk, 2001]
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Residual Generation in Linear Stochastic Systems - a polynomial approach.
Erik Frisk (2001).
Proc. IEEE Conference on Decision and Control. Orlando, Florida.
[Andersson and Frisk, 2001]
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Diagnosis of Evaporative Leaks and Sensor Faults in a Vehicle Fuel System.
Ingemar Andersson, and Erik Frisk (2001).
IFAC Workshop: Advances in Automotive Control. Karlsruhe, Germany, pp. 629--634.
[Nyberg et al., 2001]
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Model Based Diagnosis of the Air Path of an Automotive Diesel Engine.
Mattias Nyberg, Thomas Stutte, and Volker Wilhelmi (2001).
IFAC Workshop: Advances in Automotive Control. Karlsruhe, Germany, pp. 629--634.
[Nyberg, 2001]
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A General Framework for Model Based Diagnosis Based on Statistical Hypothesis Testing (revised version).
Mattias Nyberg (2001).
12:th International Workshop on Principles of Diagnosis. Sansicario, Via Lattea, Italy, pp. 135--142.
2000
[Nyberg, 2000]
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Evaluation of Test Quantities for Leakage Diagnosis in the Air Path of an Automotive Engine.
Mattias Nyberg (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary, pp. 143--148.
[Nyberg, 2000]
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Criterions for Detectability and Strong Detectability of Faults in Linear Systems.
Mattias Nyberg (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary, pp. 629--634.
[Nyberg, 2000]
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Model Based Diagnosis Using Structured Hypothesis Tests.
Mattias Nyberg (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary, pp. 1026--1031.
[Frisk, 2000]
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Order of Residual Generators - Bounds and Algorithms.
Erik Frisk (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary.
[Frisk, 2000]
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Residual Generator Design for Non-linear, Polynomial Systems - A Gröbner Basis Approach.
Erik Frisk (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary.
[Klein and Nielsen, 2000]
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Evaluating some Gain Scheduling Strategies in Diagnosis of a Tank System.
Marcus Klein, and Lars Nielsen (2000).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Budapest, Hungary, pp. 902--907.
1999
[Frisk, 1999]
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Order of Residual Generators - Bounds and Algorithms.
Erik Frisk (1999).
CCSSE. Norrköping, Sweden.
[Frisk and Nyberg, 1999]
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Using Minimal Polynomial Bases for Fault Diagnosis.
Erik Frisk, and Mattias Nyberg (1999).
IFAC. ECC.
[Nyberg, 1999]
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Model Based Diagnosis of Both Sensor-Faults and Leakage in the Air-Intake System of an SI-Engine.
M. Nyberg (1999).
Volume 1999-01-0860 of SAE Paper.
[Frisk and Nielsen, 1999]
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Robust Residual Generation for Diagnosis Including a Reference Model for Residual Behavior.
Erik Frisk, and Lars Nielsen (1999).
IFAC. Beijing, China.
[Nyberg, 1999]
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Framework and Method for Model Based Diagnosis with Application to an Automotive Engine.
Mattias Nyberg (1999).
IFAC. ECC.
[Nyberg and Frisk, 1999]
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A Minimal Polynomial Basis Solution to Residual Generation for Fault Diagnosis in Linear Systems.
Mattias Nyberg, and Erik Frisk (1999).
IFAC World Congress. Beijing, China.
1998
[Nyberg and Perkovic, 1998]
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Model Based Diagnosis of Leaks in the Air-Intake System of an SI-Engine.
Mattias Nyberg, and Andrej Perkovic (1998).
Volume 980514 of SAE Paper.
[Nyberg, 1998]
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SI-Engine Air-Intake System Diagnosis by Automatic FDI-Design.
Mattias Nyberg (1998).
IFAC Workshop Advances in Automotive Control. Columbus, Ohio, pp. 225--230.
[Frisk and Nyberg, 1998]
Show BibTeX entry
A Minimal Polynomial Basis Approach to Residual Generation for Linear Systems.
Erik Frisk, and Mattias Nyberg (1998).
In: First Conference on Computer Science and Systems Engineering in Linköping. pp. 223--237. ECSEL (Excellence Center in Computer Science and Systems Engineering in Linköping).
1997
[Nyberg and Nielsen, 1997]
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Model Based Diagnosis for the Air Intake System of the SI-Engine.
Mattias Nyberg, and Lars Nielsen (1997).
Volume 970209 of SAE Paper.
[Nyberg and Nielsen, 1997]
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Design of a Complete FDI System based on a Performance Index With Application to an Automotive Engine.
Mattias Nyberg, and Lars Nielsen (1997).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Hull, United Kingdom, pp. 812--817.
[Frisk et al., 1997]
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FDI with adaptive residual generation applied to a DC-servo.
Erik Frisk, Mattias Nyberg, and Lars Nielsen (1997).
IFAC Fault Detection, Supervision and Safety for Technical Processes. Hull, United Kingdom.
[Nyberg and Nielsen, 1997]
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Parity Functions as Universal Residual Generators and Tool for Fault Detectability Analysis.
Mattias Nyberg, and Lars Nielsen (1997).
IEEE Conf. on Decision and Control. San Diego, California, pp. 4483--4489.


Doctoral Theses

2020
[Voronov, 2020]
External PDFShow BibTeX entry
Machine Learning for Predictive Maintenance.
Sergii Voronov (2020).
PhD thesis, No. 2040, Linköping University.
2015
[Jung, 2015]
Read the abstract of the paperExternal PDFShow BibTeX entry
Diagnosability performance analysis of models and fault detectors.
Daniel Jung (2015).
PhD thesis, Linköping University.
2014
[Larsson, 2014]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Model Based Diagnosis and Supervision of Industrial Gas Turbines.
Emil Larsson (2014).
PhD thesis, No. 1603, Linköping University.
[Sundström, 2014]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Model Based Vehicle Level Diagnosis for Hybrid Electric Vehicles.
Christofer Sundström (2014).
PhD thesis, No. 1589, Linköping University.
2012
[Svärd, 2012]
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Methods for Automated Design of Fault Detection and Isolation Systems with Automotive Applications.
Carl Svärd (2012).
PhD thesis, No. 1448, Linköping University.
2009
[Pernestål, 2009]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Probabalistic Fault Diagnosis with Automotive Applications.
Anna Pernestål (2009).
PhD thesis, No. 1288, Linköping University.
2007
[Biteus, 2007]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Fault Isolation in Distributed Embedded Systems.
Jonas Biteus (2007).
PhD thesis, Dissertation No. 1074, Linköpings universitet.
2006
[Krysander, 2006]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Design and Analysis of Diagnosis Systems Using Structural Methods.
Mattias Krysander (2006).
PhD thesis, Dissertation No. 1033, Linköpings universitet.
2001
[Frisk, 2001]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Residual Generation for Fault Diagnosis.
Erik Frisk (2001).
PhD thesis, Dissertation No. 716, Linköpings Universitet.
1999
[Nyberg, 1999]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Model Based Fault Diagnosis: Methods, Theory, and Automotive Engine Applications.
Mattias Nyberg (1999).
PhD thesis, Dissertation No. 591, Linköpings Universitet.


Licentiate Theses

2013
[Eriksson, 2013]
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Diagnosability analysis and FDI system design for uncertain systems.
Daniel Eriksson (2013).
Lic thesis, Linköping University. LiU-TEK-LIC-2013:18, Thesis No. 1584.
2012
[Larsson, 2012]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Diagnosis and Supervision of Industrial Gas Turbines.
Emil Larsson (2012).
Lic thesis, Linköping University. LiU-TEK-LIC-2012:13, Thesis No. 1528.
2011
[Sundström, 2011]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Vehicle Level Diagnosis for Hybrid Powertrains.
Christofer Sundström (2011).
Lic thesis, Linköping University. LiU-TEK-LIC-2011:27, Thesis No. 1488.
2009
[Svärd, 2009]
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Residual Generation Methods for Fault Diagnosis with Automotive Applications.
Carl Svärd (2009).
Lic thesis, Linköping University. LiU-TEK-LIC-2009:14, Thesis No. 1406.
2005
[Biteus, 2005]
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Distributed Diagnosis and Simulation Based Residual Generators.
Jonas Biteus (2005).
Lic thesis, Linköpings Universitet. LiU-TEK-LIC-2005:31, Thesis No. 1176.
2004
[Cedersund, 2004]
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System Identification of Nonlinear Thermochemical Systems with Dynamical Instabilities.
Gunnar Cedersund (2004).
Lic thesis, Linköpings Universitet. LiU-TEK-LIC-2004:36, Thesis No. 1107.
2003
[Krysander, 2003]
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Design and Analysis of Diagnostic Systems Utilizing Structural Methods.
Mattias Krysander (2003).
Lic thesis, Linköpings Universitet. LiU-TEK-LIC-2003:37, Thesis No. 1038.
1998
[Frisk, 1998]
Read the abstract of the paperShow BibTeX entry
Residual Generation for Fault Diagnosis: Nominal and Robust Design.
Erik Frisk (1998).
Lic thesis, Linköpings Universitet. LiU-TEK-LIC-1998:74, Thesis No. 739.
1997
[Nyberg, 1997]
Read the abstract of the paperShow BibTeX entry
Model Based Diagnosis with Application to Automotive Engines.
Mattias Nyberg (1997).
Lic thesis, Linköpings Universitet. LiU-TEK-LIC-1997:38, Thesis No. 637.


Departmental Reports

2013
[Daniel Eriksson, Lars Eriksson, Erik Frisk and Krysander, 2013]
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Analysis and optimization with the Kullback-Leibler divergence for misfire detection using estimated torque.
Daniel Eriksson, Lars Eriksson, Erik Frisk, and Mattias Krysander (2013).
Technical Report Nr. LiTH-R-3057. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2010
[Sundström et al., 2010]
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A Platform for Overall Monitoring and Diagnosis for Hybrid Vehicles.
Christofer Sundström, Erik Frisk, and Lars Nielsen (2010).
Technical Report Nr. LiTH-R-2925. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2008
[Svärd and Nyberg, 2008]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
A Mixed Causality Approach to Residual Generation Utilizing Equation System Solvers and Differential-Algebraic Equation Theory.
Carl Svärd, and Mattias Nyberg (2008).
Technical Report Nr. LiTH-ISY-R-2854. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2007
[Krysander and Frisk, 2007]
Download Article (pdf-file)Show BibTeX entry
Some theoretical results on sensor placement for diagnosis based on fault isolability specifications.
Mattias Krysander, and Erik Frisk (2007).
Technical Report Nr. LiTH-R-2770. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2005
[Krysander et al., 2005]
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An Efficient Algorithm for Finding Over-constrained Sub-systems for Construction of Diagnostic Tests.
Mattias Krysander, Jan Åslund, and Mattias Nyberg (2005).
Technical Report Nr. LiTH-R-2679. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
[Krysander and Nyberg, 2005]
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Fault Isolability Prediction of Diagnostic Models.
Mattias Krysander, and Mattias Nyberg (2005).
Technical Report Nr. LiTH-R-2678. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
[Frisk and Nyberg, 2005]
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Residual Generation for Fault Diagnosis of Systems Described by General Linear Differential-Algebraic Equations (revised).
Erik Frisk, and Mattias Nyberg (2005).
Technical Report Nr. LiTH-R-2531. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2004
[Åslund and Frisk, 2004]
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Observers for non-linear differential-algebraic systems.
Jan Åslund, and Erik Frisk (2004).
Technical Report Nr. LiTH-ISY-R-2630. Dept. of Electrical Engineering, Linköpings Universitet, Sweden.
[Biteus et al., 2004]
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Improving Airplane Safety by Incorporating Diagnosis into Existing Safety Practice.
Jonas Biteus, Gunnar Cedersund, Erik Frisk, Mattias Krysander, and Lars Nielsen (2004).
Technical Report Nr. LiTH-R-2648. Dept. of Electrical Engineering, Linköpings Universitet, Sweden.
2003
[Frisk and Åslund, 2003]
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Lowering Orders of Derivatives in Non-linear Consistency Relations - Theory and Simulation Examples.
Erik Frisk, and Jan Åslund (2003).
Technical Report Nr. LiTH-R-2547. Dept. of Electrical Engineering, Linköpings Universitet, Sweden.
[Berton, 2003]
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Improving Residual Generation for OBD in the Air Path of a Truck Engine.
Antoine Berton (2003).
Technical Report Nr. LiTH-R-2527. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
[Frisk, 2003]
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Efficient Elimination Orders for the Elimination Problem in Diagnosis.
Erik Frisk (2003).
Technical Report Nr. LiTH-R-2532. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2002
[Krysander and Nyberg, 2002]
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Structural Analysis for Fault Diagnosis of DAE Systems Utilizing Graph Theory and MSS Sets.
Mattias Krysander, and Mattias Nyberg (2002).
Technical Report Nr. LiTH-R-2410. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
2001
[Frisk, 2001]
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Residual Generation in Stochastic Systems - A Polynomial Approach.
Erik Frisk (2001).
Technical Report Nr. LiTH-R-2329. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
[Nyberg and Frisk, 2001]
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A Derivation of the Minimal Polynomial Basis Approach to Linear Residual Generation.
Mattias Nyberg, and Erik Frisk (2001).
Technical Report Nr. LiTH-R-2330. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
[Nyberg, 2001]
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The Polybox Example using the Framework of Structured Hypothesis Tests.
Mattias Nyberg (2001).
Technical Report Nr. LiTH-R-2335. Department of Electrical Engineering, Linköpings Universitet, SE-581 83 Linköping, Sweden.
1999
[Frisk and Nyberg, 1999]
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Using Minimal Polynomial Bases for Model-Based Fault Diagnosis -- A Demonstration Document for PolyX, Ltd.
Erik Frisk, and Mattias Nyberg (1999).
Technical Report Nr. LiTH-R-2207, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.
[Klein, 1999]
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Evaluating some Gain Scheduling Strategies in Diagnosis of a Tank System.
Marcus Klein (1999).
Technical Report Nr. LiTH-R-2183, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.
[Frisk and Nyberg, 1999]
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A Minimal Polynomial Basis Solution to Residual Generation for Fault Diagnosis in Linear Systems.
Erik Frisk, and Mattias Nyberg (1999).
Technical Report Nr. LiTH-R-2088, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.
1997
[Nyberg, 1997]
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Design of a Complete FDI System based on a Performance Index With Application to an Automotive Engine.
Mattias Nyberg (1997).
Technical Report Nr. LiTH-R-1953, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.
[Nyberg, 1997]
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Parity Functions as Universal Residual Generators and Tool for Fault Detectability Analysis.
Mattias Nyberg (1997).
Technical Report Nr. LiTH-R-1971, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.
1996
[Nielsen et al., 1996]
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Issues in Diagnosis, Supervision, and Safety.
Lars Nielsen, Mattias Nyberg, Erik Frisk, C. Bäckström, A. Henriksson, Inger Klein, Fredrik Gustafsson, and J. Palmqvist, S. Gunnarsson (1996).
Technical Report Nr. LiTH-R-1909, ISSN 1400-3902. Department of Electrical Engineering, Linköpings Universitet, S-581 83 Linköping, Sweden.


Master's Theses

2017
[Lannerhed, 2017]
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Structural Diagnosis Implementation of Dymola Models using Matlab Fault Diagnosis Toolbox.
Petter Lannerhed (2017).
Masters thesis, LiTH-ISY-EX--17/5031--SE, Linköping University, SE-581 83 Linköping.
[Lockowandt, 2017]
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Parsing and Validation of Modelica Models Utilising Fault Diagnosis.
Karin Lockowandt (2017).
Masters thesis, LiTH-ISY-EX--17/5032--SE, Linköping University, SE-581 83 Linköping.
2016
[Germeys, 2016]
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Supervision of the air loop in the Columbus Module of the International Space Station.
Jasper Germeys (2016).
Masters thesis, LiTH-ISY-EX--16/5014--SE, Linköping University, SE-581 83 Linköping.
[Romeling, 2016]
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Improving Misfire Detection Using Gaussian Processes and Flywheel Error Compensation.
Gustav Romeling (2016).
Masters thesis, LiTH-ISY-EX--16/5007--SE, Linköping University, SE-581 83 Linköping.
2015
[Andersson, 2015]
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Automated Fault Tree Generation from Requirement Structures.
Johan Andersson (2015).
Masters thesis, LiTH-ISY-EX--15/4900--SE, Linköpings universitet, SE-581 83 Linköping.
2014
[Lundahl, 2014]
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Leakage detection in evaporative fuel systems for petrol-based passenger cars.
Benjamin Lundahl (2014).
Masters thesis, LiTH-ISY-EX--14/4805--SE, Linköpings universitet, SE-581 83 Linköping.
[Lorentzon, 2014]
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Investigation of a troubleshooting procedure by assessing fault tracing algorithms.
Lukas Lorentzon (2014).
Masters thesis, LiTH-ISY-EX--14/4797--SE, Linköpings universitet, SE-581 83 Linköping.
2013
[Andersson, 2013]
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Fault Diagnosis of a Fixed Wing UAV Using Hardware and Analytical Redundancy.
Michael Andersson (2013).
Masters thesis, LiTH-ISY-EX--13/4661--SE, Linköpings universitet, SE-581 83 Linköping.
[Adén, 2013]
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Modellbaserad diagnostik tillämpad för hydrauliska applikationer.
Sebastian Adén (2013).
Masters thesis, LiTH-ISY-EX--13/4687--SE, Linköpings universitet, SE-581 83 Linköping.
2011
[Duhan, 2011]
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Design of Automated Generation of Residual Generators for Diagnosis of Dynamic Systems.
Isac Duhan (2011).
Masters thesis, LiTH-ISY-EX-11/4440--SE, Linköping University, SE-581 83 Linköping.
[Gradin and Ortman, 2011]
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Development of a Collision Avoidance Truck System from a Functional Safty Perspective.
Petter Gradin, and Victor Ortman (2011).
Masters thesis, LiTH-ISY-EX-11/4490--SE, Linköping University, SE-581 83 Linköping.
[Alfredsson, 2011]
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Model Based Diagnosis of an Air Source Heat Pump.
Sandra Alfredsson (2011).
Masters thesis, LiTH-ISY-EX-11/4502--SE, Linköping University, SE-581 83 Linköping.
[Kågebjer, 2011]
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Diagnosis of a compressed air system in a heavy vehicle.
Martin Kågebjer (2011).
Masters thesis, LiTH-ISY-EX-11/4500--SE, Linköping University, SE-581 83 Linköping.
2010
[Thurén, 2010]
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Fault Isolation By Manifold Learning.
Mårten Thurén (2010).
Masters thesis, LiTH-ISY-EX-10/4430--SE, Linköping University, SE-581 83 Linköping.
[Andersson, 2010]
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Pressure Monitoring and Fault Detection of an Anti-g Protection System.
Kim Andersson (2010).
Masters thesis, LiTH-ISY-EX-10/4270--SE, Linköping University, SE-581 83 Linköping.
2009
[Bergkvist, 2009]
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Testing degradation in a complex vehicle electrical system using Hardware-In-the-Loop.
Johannes Bergkvist (2009).
Masters thesis, LiTH-ISY-EX-09/4193--SE, Linköping University, SE-581 83 Linköping.
[Bergström and Höckerdal, 2009]
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Model Based Diagnosis of the Intake Manifold Pressure on a Diesel Engine.
Christoffer Bergström, and Gunnar Höckerdal (2009).
Masters thesis, LiTH-ISY-EX-09/4290--SE, Linköping University, SE-581 83 Linköping.
[Isaksson, 2009]
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Model-based Diagnosis of a Satellite Electrical Power System woth RODON.
Olle Isaksson (2009).
Masters thesis, LiTH-ISY-EX-09/4236--SE, Linköping University, SE-581 83 Linköping.
2008
[Nilsson and Hertzman, 2008]
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Survey and Evaluation of Diagnostic Tools.
Rickard Nilsson, and Markus Hertzman (2008).
Masters thesis, LiTH-ISY-EX-08/4100--SE, Linköping University, SE-581 83 Linköping.
[Johansson and Kingstedt, 2008]
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Methods for Residual Generation Using Mixed Causality in Model Based Diagnosis.
Magnus Johansson, and Johan Kingstedt (2008).
Masters thesis, LiTH-ISY-EX-08/4882--SE, Linköping University, SE-581 83 Linköping.
[Bäck, 2008]
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Modelling for diagnosis in Modelica - implementation and analysis.
Olof Bäck (2008).
Masters thesis, LiTH-ISY-EX-08/4118--SE, Linköpings Universitet, SE-581 83 Linköping.
2007
[Lundkvist and Wahnström, 2007]
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Dynamic Model Based Diagnosis for Combustion Engines in RODON.
Joella Lundkvist, and Stina Wahnström (2007).
Masters thesis, LiTH-ISY-EX-07/4003--SE, Linköpings Universitet, SE-581 83 Linköping.
[Nilsson, 2007]
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Diagnosis of a Truck Engine using Nonlinear Filtering Techniques.
Fredrik Nilsson (2007).
Masters thesis, LiTH-ISY-EX-07/3982--SE, Linköpings Universitet, SE-581 83 Linköping.
[Särnholm, 2007]
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Structural Algorithms in RODON with a prototype implementation in Java.
Oskar Särnholm (2007).
Masters thesis, LiTH-ISY-EX-07/3925--SE, Linköpings Universitet, SE-581 83 Linköping.
[Sköld and Andersson, 2007]
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Evaluation of a diagnostic tool for use during system development and operations.
Patrik Sköld, and Daniel Andersson (2007).
Masters thesis, LiTH-ISY-EX-06/3916--SE, Linköpings Universitet, SE-581 83 Linköping.
2006
[Falkeborn, 2006]
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Evaluation of Differential Algebraic Elimination Methods for Deriving Consistency Relations from an Engine Model.
Rikard Falkeborn (2006).
Masters thesis, LiTH-ISY-EX-06/3899--SE, Linköpings Universitet, SE-581 83 Linköping.
[Hansen and Molin, 2006]
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Design and Evaluation of an Automatically Generated Diagnosis System.
Joakim Hansen, and Jens Molin (2006).
Masters thesis, LiTH-ISY-EX-06/3889--SE, Linköpings Universitet, SE-581 83 Linköping.
[Svärd and Wassén, 2006]
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Development of Methods for Automatic Design of Residual Generators.
Carl Svärd, and Henrik Wassén (2006).
Masters thesis, LiTH-ISY-EX-06/3888--SE, Linköpings Universitet, SE-581 83 Linköping.
[Holmberg and Eriksson, 2006]
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Decision Support System for Fault Isolation of JAS 39 Gripen - Development and Implementation.
Anders Holmberg, and Per-Erik Eriksson (2006).
Masters thesis, LiTH-ISY-EX-06/3839--SE, Linköpings Universitet, SE-581 83 Linköping.
[Wikström, 2006]
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Yaw Rate and Lateral Acceleration Sensor Plausibilisation in an Active Front Steering Vehicle.
Anders Wikström (2006).
Masters thesis, LiTH-ISY-EX-06/3818--SE, Linköpings Universitet, SE-581 83 Linköping.
2005
[Hallgren and Skog, 2005]
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Distributed Fault Diagnosis for Networked Embedded Systems.
Dan Hallgren, and Håkan Skog (2005).
Masters thesis, LiTH-ISY-EX-3820-2005, Linköpings Universitet, SE-581 83 Linköping.
[Andersson, 2005]
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Automatic test vector generation and coverage analysis in model-based software development.
Jonny Andersson (2005).
Masters thesis, LiTH-ISY-EX-3765-2005, Linköpings Universitet, SE-581 83 Linköping.
[Ikonen, 2005]
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Modeling and simulation of the evaporative fuel system in an automobile.
Johan Ikonen (2005).
Masters thesis, LiTH-ISY-EX-3656-2005, Linköpings Universitet, SE-581 83 Linköping.
2004
[Eriksson, 2004]
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Structural Algorithms for Diagnostic System Design Using Simulink Models.
Lars Eriksson (2004).
Masters thesis, LiTH-ISY-EX-3601-2004, Linköpings Universitet, SE-581 83 Linköping.
[Axelsson, 2004]
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Diagnosis System Conceptual Design Utilizing Structural Methods - Applied on a UAV's Fuel System.
Tobias Axelsson (2004).
Masters thesis, LiTH-ISY-EX-3552-2004, Linköpings Universitet, SE-581 83 Linköping.
[Önnergren, 2004]
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Feldetektering för diagnos med differentialgeometriska metoder - en implementation i Mathematica.
Anna Önnergren (2004).
Masters thesis, LiTH-ISY-EX-3551-2004, Linköpings Universitet, SE-581 83 Linköping.
[Rattfält, 2004]
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A Comparative Study of Two Structural Methods for Fault Isolability Analysis.
Linda Rattfält (2004).
Masters thesis, LiTH-ISY-EX-3462-2004, Linköpings Universitet, SE-581 83 Linköping.
2003
[Holmstrand, 2003]
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System Safety Effects Caused by Diagnostic Systems.
Anders Holmstrand (2003).
Masters thesis, LiTH-ISY-EX-3536-2003, Linköpings Universitet, SE-581 83 Linköping.
[Björklund and Persson, 2003]
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Diagnostiksystem i gaffeltruckar.
Magnus Björklund, and Gun Persson (2003).
Masters thesis, LiTH-ISY-EX-3415-2003, Linköpings Universitet, SE-581 83 Linköping.
2002
[Sune, 2002]
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Isolation of Multiple-faults with Generalized Fault-modes.
Dan Sune (2002).
Masters thesis, LiTH-ISY-EX-3380-2002, Linköpings Universitet, SE-581 83 Linköping.
[Adolfsson, 2002]
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Simulation of Emission Related Faults on a Diesel Engine.
Magnus Adolfsson (2002).
Masters thesis, LiTH-ISY-EX-3266-2002, Linköpings Universitet, SE-581 83 Linköping.
[Olsson, 2002]
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Active Model-based diagnosis-applied on the JAS39 Gripen fuel pressurization system.
Ronny Olsson (2002).
Masters thesis, LiTH-ISY-EX-3264-2002, Linköpings Universitet, SE-581 83 Linköping.
2001
[Biteus, 2001]
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Diagnosis of Fluid Systems utilizing Gröbner Bases and Filtering of Consistency Relations.
Jonas Biteus (2001).
Masters thesis, LiTH-ISY-EX-3237, Linköpings Universitet, SE-581 83 Linköping.
[Åkerlund, 2001]
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Model-based diagnosis using MathModelica.
Per Åkerlund (2001).
Masters thesis, LiTH-ISY-EX-3150, Linköpings Universitet, SE-581 83 Linköping.
[Karlsson, 2001]
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Diagnosis of the air distribution system of the JAS39 Gripen environmental control system.
Johan Karlsson (2001).
Masters thesis, LiTH-ISY-EX-3092, Linköpings Universitet, SE-581 83 Linköping.
2000
[Olofsson, 2000]
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Evaluation of Observers for Fault Diagnosis on an Automotive Engine.
Niten Olofsson (2000).
Masters thesis, LiTH-ISY-EX-3118, Linköpings Universitet, SE-581 83 Linköping.
[Nilsson, 2000]
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Diagnosis on a Principle Environmental Control System.
Johan Nilsson (2000).
Masters thesis, LiTH-ISY-EX-3067, Linköpings Universitet, SE-581 83 Linköping.
1998
[Klein and östling, 1998]
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Modellbaserad diagnos på turbojetmotorn RM12.
Marcus Klein, and Fredrik östling (1998).
Masters thesis, LiTH-ISY-EX-1980, Linköpings Universitet, SE-581 83 Linköping.
[Andersson, 1998]
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Realtime implementation of model based diagnosis.
Lars Andersson (1998).
Masters thesis, LiTH-ISY-EX-1878, Linköpings Universitet, SE-581 83 Linköping.
1996
[Nygren, 1996]
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Implementation of model-based diagnosis on an inverted pendelum.
Per Nygren (1996).
Masters thesis, LiTH-ISY-EX-1759, Linköpings Universitet, SE-581 83 Linköping.
[Frisk, 1996]
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Model-based fault diagnosis applied to an SI-Engine.
Erik Frisk (1996).
Masters thesis, LiTH-ISY-EX-1679, Linköpings Universitet, SE-581 83 Linköping.
1994
[Nyberg, 1994]
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Automatic Optimal Design of Fuzzy Systems based on Universal Approximation and Evolutionary Programming.
Mattias Nyberg (1994).
Masters thesis, LiTH-ISY-EX-1529, Linköpings Universitet, S-581 83 Linköping.


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