Publications for Mattias Nyberg
Co-author map based on ISI articles 2007-

Keywords

truck troubleshooting system residual repair polynomial model minimal knowledge isolation generators faults fault engine distributed diagnosis diagnoses detectability automotive algorithm

Journal Articles

Carl Svärd, Mattias Nyberg, Erik Frisk and Mattias Krysander
  Data-Driven and Adaptive Statistical Residual Evaluation for Fault Detection with an Automotive Application
  Mechanical systems and signal processing, 2014, 45(1), 170-192.
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Carl Svärd, Mattias Nyberg and Erik Frisk
  Realizability Constrained Selection of Residual Generators for Fault Diagnosis with an Automotive Engine Application
  IEEE Transactions on Systems, Man and Cybernetics: Systems, 2013, 43(6), 1354-1369.
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Carl Svärd, Mattias Nyberg, Erik Frisk and Mattias Krysander
  Automotive engine FDI by application of an automated model-based and data-driven design methodology
  Control Engineering Practice, 2013, 21(4), 455-472.
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 Web of Science® Times Cited: 1

Anna Pernestål, Mattias Nyberg and Håkan Warnquist
  Modeling and inference for troubleshooting with interventions applied to a heavy truck auxiliary braking system
  Engineering applications of artificial intelligence, 2012, 25(4), 705-719.

Carl Svärd and Mattias Nyberg
  Automated Design of an FDI-System for the Wind Turbine Benchmark
  Journal of Control Science and Engineering, 2012, 2012(989873), .

Mattias Nyberg
  A Generalized Minimal Hitting-Set Algorithm to Handle Diagnosis With Behavioral Modes
  IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2011, 41(1), 137-148.
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 Web of Science® Times Cited: 2

Carl Svärd and Mattias Nyberg
  Residual Generators for Fault Diagnosis Using Computation Sequences With Mixed Causality Applied to Automotive Systems
  IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2010, 40(6), 1310-1328.
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 Web of Science® Times Cited: 10

Anna Pernestål, Hannes Wettig, Tomi Silander, Mattias Nyberg and Petri Myllymäki
  A Comparison of Baysian Approaches to Learning in Fault Isolation
  Pattern Recognition Letters, 2009, , .

Anna Pernestål and Mattias Nyberg
  Non-stationary Dynamic Bayesian Networks in Modeling of Troubleshooting Process
  International Journal of Approximate Reasoning, 2009, , .

Anna Pernestål and Mattias Nyberg
  Bayesian Inference by Combining Training Data and Background Knowledge Expressed as Likelihood Constraints
  International Journal of Approximate Reasoning, 2009, , .

Anna Pernestål and Mattias Nyberg
  Bayesian Fault Diagnosis for Automitive Engines by Combining Data and Process Knowledge
  IEEE Transactions on Systems, Man and Cybernetics, 2009, , .

Jonas Biteus, Mattias Nyberg, Erik Frisk and Jan Åslund
  Determining the Fault Status of a Component and its Readiness, with a Distributed Automotive Application
  Engineering applications of artificial intelligence, 2009, 22(3), 363-373.
 Web of Science® Times Cited: 3

Carl Svärd and Mattias Nyberg
  An Observer-Based Residual Generation Method for Linear Differential-Algebraic Equation Systems
  European Journal of Control, 2009, , .

Mattias Krysander, Jan Åslund and Mattias Nyberg
  An Efficient Algorithm for Finding Minimal Overconstrained Subsystems for Model-Based Diagnosis
  IEEE transactions on systems, man and cybernetics. Part A. Systems and humans, 2008, 38(1), 197-206.
 Web of Science® Times Cited: 29

Jonas Biteus, Mattias Nyberg and Erik Frisk
  An algorithm for computing the diagnoses with minimal cardinality in a distributed system
  Engineering applications of artificial intelligence, 2008, 21(2), 269-276.
 Web of Science® Times Cited: 1

Mattias Nyberg and Erik Frisk
  Residual generation for fault diagnosis of systems described by linear differential-algebraic equations
  IEEE Transactions on Automatic Control, 2006, 51(12), 1995-2000.
 Web of Science® Times Cited: 10

Mattias Nyberg
  Using hypothesis testing theory to evaluate principles for leakage diagnosis of automotive engines
  Control Engineering Practice, 2003, 11(11), 1263-1272.
 Web of Science® Times Cited: 5

Mattias Nyberg
  Criterions for detectability and strong detectability of faults in linear systems
  International Journal of Control, 2002, 75(7), 490-501.
 Web of Science® Times Cited: 16

Mattias Nyberg
  Model-based diagnosis of an automotive engine using several types of fault models
  IEEE Transactions on Control Systems Technology, 2002, 10(5), 679-689.
 Web of Science® Times Cited: 31

Erik Frisk and Mattias Nyberg
  A minimal polynomial basis solution to residual generation for fault diagnosis in linear systems
  Automatica, 2001, 37(9), 1417-1424.
 Web of Science® Times Cited: 21

Mattias Nyberg and Lars Nielsen
  A universal Chow-Willsky scheme and detectability criteria
  IEEE Transactions on Automatic Control, 2000, 45(1), 152-156.
 Web of Science® Times Cited: 6

Conference Articles

Håkan Warnquist, Anna Pernestål and Mattias Nyberg
  Anytime Near-Optimal Troubleshooting Applied to a Auxiliary Truck Braking System
  Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 2009.


Anna Pernestål, Håkan Warnquist and Mattias Nyberg
  Modeling and Troubleshooting with Interventions Applied to an Auxiliary Truck Braking System
  Proceedings of the 2nd IFAC Workshop on Dependable Control of Discrete Systems (DCDS), 2009.


J. Armengol Llobet, A. Bregon, E Escobet, R. Gelso, Mattias Krysander, Mattias Nyberg, X. Olive, B. Pulido and L. Trave-Massuyes
  Minimal Structurally Overdetermined Sets for Residual Generation: A Comparison of Alternative Approaches
  <em>Proceedings of IFAC Safeprocess'09</em>, 2009.


Håkan Warnquist, Mattias Nyberg and Petter Säby
  Troubleshooting when Action Costs are Dependent with Application to a Truck Engine
  10th Scandinavian Conference on Artificial Intelligence, SCAI 2008, 2008.


Håkan Warnquist and Mattias Nyberg
  A Heuristic for Near-Optimal Troubleshooting Using AO*
  Proceedings of the International Workshop on the Principles of Diagnosis, 2008.


Mattias Krysander and Mattias Nyberg
  Statistical Properties and Design Criterions for Fault Isolation in Noisy Systems
  19th International Workshop on Principles of Diagnosis, DX,2008, 2008.


Mattias Nyberg and Mattias Krysander
  Statistical Properties and Design Criterions for AI-Based Fault Isolation
  IFAC World Congress,2008, 2008.


Jonas Biteus, Erik Frisk and Mattias Nyberg
  Distributed Diagnosis by Using a Condensed Local Representation of the Global Diagnoses with Minimal Cardinality
  17 International Workshop on Principles of Diagnosis DX-06,2006, 2006.


Jonas Biteus, Mattias Nyberg, Erik Frisk and Jan Åslund
  Determining a Component's Fault Status and the Status' Readiness
  IFAC Safeprocess06,2006, 2006.


Jonas Biteus, Erik Frisk and Mattias Nyberg
  Condensed Representation of Global Diagnoses with Minimal Cardinality in Local Diagnoses
  17th International Workshop on Principles of Diagnosis DX-06,2006, 2006.


Erik Frisk, Mattias Krysander, Mattias Nyberg and Jan Åslund
  A toolbox for design of diagnosis systems
  IFAC Safeprocess06,2006, 2006.


Mattias Krysander and Mattias Nyberg
  Fault Isolability Prediction of Diagnostic Models
  16th International Workshop on Principles of Diagnosis DX-05,2005, 2005.


Mattias Krysander, Jan Åslund and Mattias Nyberg
  An Efficient Algorithm for Finding Over-constrained Sub-systems for Construction of Diagnostic Tests
  16th International Workshop on Principles of Diagnosis DX-05,2005, 2005.


Jonas Biteus, Mattias Nyberg and Mathias Jensen
  Distributed Diagnosis for Embedded Systems in Automotive Vehicles
  IFAC World Congress,2005, 2005.


Jonas Biteus, Mattias Nyberg and Mathias Jensen
  Decentralized Diagnosis in Heavy Duty Vehicles
  CCSSE,2004, 2004.


Erik Frisk and Mattias Nyberg
  Residual Generation for Fault Diagnosis of Systems Described by General Linear Differential-algebraic Equations
  IFAC World Congress,2002, 2002.


Mattias Nyberg and Erik Frisk
  A Minimal Polynomial Basis Solution to Residual Generation for Fault Diagnosis in Linear Systems
  IFAC World Congress,1999, 1999.


Erik Frisk and Mattias Nyberg
  Using Minimal Polynomial Bases for Fault Diagnosis
  European Control Conference,1999, 1999.


Erik Frisk, Mattias Nyberg and Lars Nielsen
  FDI with adaptive residual generation applied to a DC-servo
  IFAC Safeprocess,1997, 1997.


Ph.D. Theses

Carl Svärd
  Methods for Automated Design of Fault Detection and Isolation Systems with Automotive Applications
  2012.


  Fulltext PDF

Anna Pernestål
  Probabilistic Fault Diagnosis with Automotive Applications
  2009.


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Mattias Krysander
  Design and Analysis of Diagnosis Systems Using Structural Methods
  2006.


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Licentiate Theses

Håkan Warnquist
  Computer-Assisted Troubleshooting for Efficient Off-board Diagnosis
  2011.


  Fulltext PDF

Carl Svärd
  Residual Generation Methods for Fault Diagnosis with Automotive Applications
  2009.


  Fulltext PDF

Reports

Anna Pernestål, Mattias Nyberg and Håkan Warnquist
  Modeling and Efficient Inference for Troubleshooting Automotive Systems
  LiTH-ISY-R, 2921, 2009.