Stefan Byttner

发表

Self-organized Modeling for Vehicle Fleet Based Fault Detection

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson, 2008 .

Deviation Detection by Self-Organized On-Line Models Simulated on a Feed-Back Controlled DC-Motor

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson, 2009 .

Center for Applied Intelligent Systems Research (CAISR)

Antanas Verikas, Stefan Byttner, Fernando Alonso-Fernandez, 2016 .

A field test with self-organized modeling for knowledge discovery in a fleet of city buses

Slawomir Nowaczyk, Stefan Byttner, Rune Prytz, 2013, 2013 IEEE International Conference on Mechatronics and Automation.

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach

Natasa Nord, Shiraz Farouq, Stefan Byttner, 2020, Eng. Appl. Artif. Intell..

Battery aging detection based on sequential clustering and similarity analysis

Gancho Vachkov, Stefan Byttner, Magnus Svensson, 2012, 2012 6th IEEE International Conference Intelligent Systems.

Indirect Tire Monitoring System - Machine Learning Approach

Stefan Byttner, Yuantao Fan, Oskar Hagvall Svensson, 2017 .

Strategies for handling the fuel additive problem in neural network based ion current interpretation

Stefan Byttner, Thorsteinn Rögnvaldsson, Nicholas Wickström, 2001 .

Supporting Analytical Reasoning - A Study from the Automotive Industry

Göran Falkman, Maria Riveiro, Sepideh Pashami, 2016, HCI.

Detection of Deviation in Performance of Battery Cells by Data Compression and Similarity Analysis

Gancho Vachkov, Stefan Byttner, Magnus Svensson, 2014, Int. J. Intell. Syst..

Ideas for Fault Detection Using Relation Discovery

Slawomir Nowaczyk, Stefan Byttner, Rune Prytz, 2012, SAIS.

Nonlinear Relation Mining for Maintenance Prediction

Stefan Byttner, Magnus Svensson, Ahmed Mosallam, 2011, 2011 Aerospace Conference.

Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data

Slawomir Nowaczyk, Stefan Byttner, Thorsteinn S. Rögnvaldsson, 2015, Eng. Appl. Artif. Intell..

Consensus self-organized models for fault detection (COSMO)

Stefan Byttner, Magnus Svensson, Thorsteinn S. Rögnvaldsson, 2011, Eng. Appl. Artif. Intell..

A self-organized approach for unsupervised fault detection in multiple systems

Stefan Byttner, Magnus Svensson, Thorsteinn S. Rögnvaldsson, 2008, 2008 19th International Conference on Pattern Recognition.

Unsupervised classification of slip events for planetary exploration rovers

Karl Iagnemma, Stefan Byttner, Mohamed-Rafik Bouguelia, 2017 .

Incremental classification of process data for anomaly detection based on similarity analysis

Gancho Vachkov, Stefan Byttner, Magnus Svensson, 2011, 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS).

Towards a Machine Learning Algorithm for Predicting Truck Compressor Failures Using Logged Vehicle Data

Slawomir Nowaczyk, Stefan Byttner, Thorsteinn S. Rögnvaldsson, 2013, SCAI.

Data-Driven Methods for Classification of Driving Styles in Buses

Stefan Byttner, Magnus Svensson, Nadezda Karginova, 2012 .

Finding the Odd-One-Out in Fleets of Mechatronic Systems using Embedded Intelligent Agents

Stefan Byttner, Magnus Svensson, Thorsteinn S. Rögnvaldsson, 2010, AAAI Spring Symposium: Embedded Reasoning.

Robustness of Deep Convolutional Neural Networks for Image Recognition

Stefan Byttner, Jens Lundström, Matej Uličný, 2016 .

Comparison of Machine Learning Approaches for Soil Embedding Detection of Planetary Exploration Rovers

Karl Iagnemma, Stefan Byttner, Ramon Gonzalez, 2016 .

Estimating p-Values for Deviation Detection

Stefan Byttner, Thorsteinn S. Rögnvaldsson, Eric Järpe, 2014, 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems.

Real-time control of an SI engine using ion current based algorithms

Stefan Byttner, 2005 .

Modeling for Vehicle Fleet Remote Diagnostics

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson, 2007 .

Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets

Stefan Byttner, Magnus Svensson, Slawomir Nowaczyk, 2015 .

Networked vehicles for automated fault detection

Stefan Byttner, Magnus Svensson, Thorsteinn S. Rögnvaldsson, 2009, 2009 IEEE International Symposium on Circuits and Systems.

Analysis of Truck Compressor Failures Based on Logged Vehicle Data

Slawomir Nowaczyk, Stefan Byttner, Thorsteinn Rögnvaldsson, 2013, ICDM 2013.

Towards relation discovery for diagnostics

Stefan Byttner, Rune Prytz, Sławomir Nowaczyk, 2011, KDD4Service '11.

Vehicle diagnostics method by anomaly detection and fault identification software

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson, 2009 .

Towards understanding district heating substation behavior using robust first difference regression

Shiraz Farouq, Stefan Byttner, Henrik Gadd, 2018, Energy Procedia.

Center for Applied Intelligent Systems Research (Position paper)

Antanas Verikas, Fernando Alonso-Fernandez, Josef Bigün, 2016, SAIS.

Different Strategies for Transient Control of the Air-Fuel Ratio in a SI Engine

Ulf Holmberg, Stefan Byttner, Thorsteinn Rögnvaldsson, 2000 .

Self-monitoring for maintenance of vehicle fleets

Slawomir Nowaczyk, Stefan Byttner, Magnus Svensson, 2017, Data Mining and Knowledge Discovery.

Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets

Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia, 2021, Neurocomputing.

Ranking Abnormal Substations by Power Signature Dispersion

Stefan Byttner, Anita Sant'Anna, Slawomir Nowaczyk, 2018, Energy Procedia.

Ion Current Based Control of Combustion Variability

Ulf Holmberg, Stefan Byttner, 2003 .

Robust Tuning of Individual Cylinders AFR in SI Engines with the Ion Current

Ulf Holmberg, Stefan Byttner, Nicholas Wickström, 2005 .

Algorithms for ion current based sensing of combustion variability and pressure peak position

Stefan Byttner, 2003 .

Using Multiple Cylinder Ion Measurements for Improved Estimation of Combustion Variability

Ulf Holmberg, Stefan Byttner, Nicholas Wickström, 2005 .