Magnus Svensson

From ISLAB/CAISR


Magnus Svensson

Magnus Svensson, Industrial PhD Student, M.Sc.



Family Name: Svensson
Given Name: Magnus
Role: Industrial PhD Student
Title: M.Sc.
Subject: Vehicle Diagnostics
Organization: Volvo AB
Email: Magnus.Svensson@volvo.com
url: 
Phone: 
Cell Phone: 




Subject areas: Learning Systems
Application areas: Intelligent Vehicles
Projects: VPMS

Journal publications registered in DiVA

Thorsteinn Rögnvaldsson, Sławomir Nowaczyk, Stefan Byttner, Rune Prytz, Magnus Svensson (2018). Self-monitoring for maintenance of vehicle fleets. Data mining and knowledge discovery. 32(2), pp. 344-384

Gancho Vachkov, Stefan Byttner, Magnus Svensson (2014). Detection of Deviation in Performance of Battery Cells by Data Compression and Similarity Analysis. International Journal of Intelligent Systems. 29(3), pp. 207-222

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson (2011). Consensus self-organized models for fault detection (COSMO). Engineering applications of artificial intelligence. 24(5), pp. 833-839

Magnus Svensson, Stefan Byttner, Thorsteinn Rögnvaldsson (2009). Vehicle Diagnostics Method by Anomaly Detection and Fault Identification Software. SAE international journal of passenger cars : electronic and electrical systems. 2(1), pp. 352-358

Conference publications registered in DiVA

Nadezda Karginova, Stefan Byttner, Magnus Svensson (2012). Data-driven methods for classification of driving styles in buses. SAE 2012 World Congress & Exhibition, Cobo Center, Detroit, Michigan, USA, April 24-26, 2012.

Gancho Vachkov, Stefan Byttner, Magnus Svensson (2012). Battery aging detection based on sequential clustering and similarity analysis. 6th IEEE International Conference Intelligent Systems, IS 2012, Sofia, Bulgaria, 6-8 September 2012, Category number: CFP12802-PRT, Code: 94030.

Gancho Vachkov, Stefan Byttner, Magnus Svensson (2012). Battery Aging Detection Based on Sequential Clustering and Similarity Analysis. 6th IEEE International Conference Intelligent Systems, IS 2012, Sofia, Bulgaria, 6-8 September, 2012.

Magnus Svensson, Thorsteinn Rögnvaldsson, Stefan Byttner, Martin West, Björn Andersson (2011). Unsupervised deviation detection by GMM - A simulation study. 8th IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2011, Bologna, Italy, 5-8 September, 2011.

Ahmed Mosallam, Stefan Byttner, Magnus Svensson, Thorsteinn Rögnvaldsson (2011). Nonlinear relation mining for maintenance prediction. IEEE Aerospace conference 2011, 5-12 march.

Stefan Byttner, Magnus Svensson, Gancho Vachkov (2011). Incremental classification of process data for anomaly detection based on similarity analysis. Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE 5th Workshop on Evolving and Adaptive Intelligent Systems, EAIS 2011, Paris, France, 11 - 15 April 2011, Category number CFP1114N-ART, Code85920.

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson (2010). Finding the odd-one-out in fleets of mechatronic systems using embedded intelligent agents. 2010 AAAI Spring Symposium, Stanford University, Stanford, CA, United States, 22 - 24 March 2010, Code 81902.

Magnus Svensson, Magnus Forsberg, Stefan Byttner, Thorsteinn Rögnvaldsson (2009). Deviation Detection by Self-Organized On-Line Models Simulated on a Feed-Back Controlled DC-Motor. Intelligent Systems and Control 2009, Cambridge, Mass., USA, Nov. 2-4, 2009.

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson, George Bitar, Wesley Chominsky (2009). Networked vehicles for automated fault detection. 2009 International Symposium on Circuits and Systems, May 24-27, Taipei, Taiwan.

Magnus Svensson, Stefan Byttner, Thorsteinn Rögnvaldsson (2008). Self-organizing maps for automatic fault detection in a vehicle cooling system. 4th international IEEE conference on Intelligent systems, Varna, Bulgaria, September 6-8, 2008.

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson (2008). Self-organized Modeling for Vehicle Fleet Based Fault Detection. SAE World Congress & Exhibition, April 2008, Detroit, Michigan, United States.

Thorsteinn Rögnvaldsson, Georg Panholzer, Stefan Byttner, Magnus Svensson (2008). A self-organized approach for unsupervised fault detection in multiple systems. 19th International Conference on Pattern Recognition (ICPR 2008),Tampa, FL, DEC 08-11, 2008.

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson (2007). Modelling for Vehicle Fleet Remote Diagnostics. SAE 2007 Commercial Vehicle Engineering Congress & Exhibition, October 2007, Rosemont, IL, USA.

Stefan Byttner, Thorsteinn Rögnvaldsson, Magnus Svensson (2007). Modeling for Vehicle Fleet Remote Diagnostics. SAE 2007 Commercial Vehicle Engineering Congress & Exhibition, October 2007, Rosemont, IL, USA.