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Publications

The following publications were found in Vehicular Systems publication database.



Book chapters

2019
[Frisk et al., 2019]
External PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
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, .
2020
[Jakobsson et al., 2020]
Read the abstract of the paperShow BibTeX entry
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]
Show BibTeX entry
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.
2018
[Voronov et al., 2018]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
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 et al., 2018]
Read the abstract of the paperExternal PDFShow BibTeX entry
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
[Polverino et al., 2017]
Read the abstract of the paperExternal PDFShow BibTeX entry
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
[Jung et al., 2016]
Read the abstract of the paperExternal PDFShow BibTeX entry
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
[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
[Nilsson et al., 2014]
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Robust Driving Pattern Detection and Identification With a Wheel Loader Application.
Tomas Nilsson, Peter Nyberg, Christofer Sundström, Erik Frisk, and Mattias Krysander (2014).
In: International Journal of Vehicle Systems Modelling and Testing, 9(1):56--76.
2013
[Eriksson et al., 2013]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
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.
2010
[Krysander et al., 2010]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
Leakage Detection In a Fuel Evaporative System.
Mattias Krysander, and Erik Frisk (2009).
In: Control Engineering Practice, 17(11):1273--1279.
[Frisk et al., 2009]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
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.
[Krysander et al., 2008]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperExternal PDFShow BibTeX entry
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
[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.


Conference Papers

2020
[Ng et al., 2020]
Read the abstract of the paperExternal PDFShow BibTeX entry
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]
Read the abstract of the paperShow BibTeX entry
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]
Read the abstract of the paperShow BibTeX entry
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.
2017
[Jakobsson et al., 2017]
Read the abstract of the paperExternal PDFShow BibTeX entry
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.
[Mansour et al., 2017]
Show BibTeX entry
State of Charge Estimation Accuracy in Charge Sustainable Mode of Hybrid Electric Vehicles.
Imene Mansour, Erik Frisk, Adel Jemni, Mattias Krysander, and Noureddine Liouane (2017).
In: IFAC World Congress. Toulouse, France.
2016
[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.
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.
[Sundström and Krysander, 2015]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
Smart Energy Usage for Vehicle Charging and House Heating.
Christofer Sundström, and Mattias Krysander (2015).
In: 4th IFAC Workshop on Engine and Powertrain Control, Simulation and Modeling ECOSM'15. Columbus, USA.
[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.
2014
[Lee et al., 2014]
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An extremum seeking approach to parameterised loop-shaping control design.
Chih Feng Lee, Sei Zhen Khong, Erik Frisk, and Mattias Krysander (2014).
In: IFAC World Congress. Cape Town, South Africa.
[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.
2013
[Eriksson et al., 2013]
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Flywheel angular velocity model for misfire and driveline disturbance simulation.
Daniel Eriksson, Lars Eriksson, Erik Frisk, and Mattias Krysander (2013).
In: 7th IFAC Symposium on Advances in Automotive Control. Tokyo, Japan.
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.
[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.
[Åslund et al., 2011]
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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.
[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.
2010
[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]
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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 (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.
2009
[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
[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]
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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.
[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
[Frisk and Krysander, 2007]
Read the abstract of the paperDownload Article (pdf-file)Show BibTeX entry
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
[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.
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.
[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.
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.
2002
[Krysander and Nyberg, 2002]
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Fault Diagnosis utilizing Structural Analysis.
Mattias Krysander, and Mattias Nyberg (2002).
CCSSE. Norrköping, Sweden.
[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.


Doctoral Thesis

2006
[Krysander, 2006]
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Design and Analysis of Diagnosis Systems Using Structural Methods.
Mattias Krysander (2006).
PhD thesis, Dissertation No. 1033, Linköpings universitet.


Licentiate Thesis

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.


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.
2012
[Tomas Nilsson, Christofer Sundström, Peter Nyberg, Erik Frisk and Krysander, 2012]
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Offline driving pattern detection and identification under usage disturbances.
Tomas Nilsson, Christofer Sundström, Peter Nyberg, Erik Frisk, and Mattias Krysander (2012).
Technical Report Nr. LiTH-R-3054. 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.
2004
[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.
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.


Master's Thesis

2000
[Krysander, 2000]
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Luftflödet förbi en trottel.
Mattias Krysander (2000).
Masters thesis, LiTH-ISY-EX-3068, Linköpings Universitet, SE-581 83 Linköping.
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Contact information

Mattias Krysander
Associate Professor

Vehicular Systems
Dept. of Electrical Engineering
Linköping University
S-581 83 Linköping

Phone: +46 (0)13 - 28 2198
E-mail: matkr@isy.liu.se
Fax: +46 (0)13 - 28 2035

Office: B-building, first floor, room 227:188 and third floor, room 3B:530


Page responsible: Mattias Krysander
Last updated: 2013-10-07