This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Sensor Selection for Selective Clutch Fault Isolation in Automatic Transmissions Based on Degree of Fault Tolerance
Technical Paper
2019-01-0117
ISSN: 0148-7191, e-ISSN: 2688-3627
This content contains downloadable datasets
Annotation ability available
Sector:
Language:
English
Abstract
Multiple clutches are engaged to achieve a specific gear ratio in an automatic transmission (AT). When an engaged clutch loses pressure during the AT operation, it is classified as a clutch stuck off fault. Automatic transmissions can enter in neutral states because of these faults and the vehicle can lose power at the wheels. Our previous work describes a systematic way of performing sensor placement analysis for diagnosis of clutch faults in automatic transmissions. In this paper, we approach the issue from the point of view similar to that of functional safety according to the ISO 26262 standard; where a transmission functional safety concept should address transitioning to a safe state in case of hazards associated with stuck off clutches. We try to address the questions whether all the faults really need to be isolated from each other and whether it is possible to isolate only a subset of faults to reduce the number of required sensors and still maintain a reasonable performance/safety. A way to classify clutch faults based on fault tolerant actions and the degree of fault tolerance is described. A structural analysis-based approach is then used to answer the question of sensor placement for selective fault isolation. The proposed approach is applied to a 10-Speed automatic transmission as an example. The paper concludes by demonstrating the effectiveness of selective fault isolation and discusses other applications of the approach.
Recommended Content
Authors
Citation
Deosthale, E., Ahmed, Q., Rizzoni, G., Mohammed, M. et al., "Sensor Selection for Selective Clutch Fault Isolation in Automatic Transmissions Based on Degree of Fault Tolerance," SAE Technical Paper 2019-01-0117, 2019, https://doi.org/10.4271/2019-01-0117.Data Sets - Support Documents
Title | Description | Download |
---|---|---|
Unnamed Dataset 1 | ||
Unnamed Dataset 2 | ||
Unnamed Dataset 3 | ||
Unnamed Dataset 4 |
Also In
References
- Naunheimer , H. , Bertsche , B. , Ryborz , J. , and Novak , W. Automotive Transmissions: Fundamentals, Selection, Design and Application Springer Science & Business Media 2010
- Xueyuan , W. Fault Self-Diagnosis System of Automatic Transmission Based on Fuzzy BP Network 2010 International Conference on Networking and Digital Society 2 165 71 2010 10.1109/ICNDS.2010.5479333
- Olsson , T. , Källström E. , Gillblad D. , Funk P. , et al. Fault Diagnosis of Heavy Duty Machines: Automatic Transmission Clutches International Conference on Case-Based Reasoning: Workshop on Synergies between CBR and Data Mining 29/09/2014-01/10/2014 2014
- Qu , J. and Liang L. A Production Rule Based Expert System for Electronic Control Automatic Transmission Fault Diagnosis 2009 International Conference on Information Engineering and Computer Science 1 4 2009 10.1109/ICIECS.2009.5364514
- Qin , G. , Ge , A. , and Li , H. On-Board Fault Diagnosis of Automated Manual Transmission Control System IEEE Transactions on Control Systems Technology 12 4 564 568 2004 10.1109/TCST.2004.825133
- Ahmed , Q. , Arasu M. , Zhang J. , and Rizzoni G. Sensors Installation Guide to Monitor Automatic Transmission Performance 49 11 2016 736 41 10.1016/j.ifacol.2016.08.107
- Frisk , E. , Krysander , M. , and Åslund , J. Sensor Placement for Fault Isolation in Linear Differential-Algebraic Systems Automatica 45 2 364 371 2009
- Chen , Q. , Ahmed Q. , Rizzoni G. , Frisk E. , et al. Model-Based Fault Diagnosis of an Automated Manual Transmission Shifting Actuator 48 21 2015 1479 84 10.1016/j.ifacol.2015.09.733
- Zhang , J. and Rizzoni G. Structural Analysis for FDI of PMSM Drive System in Electric Vehicles 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific) 1 7 2014 10.1109/ITEC-AP.2014.6941185
- Liu , Z. , Ahmed Q. , Rizzoni G. , and He H. Fault Detection and Isolation for Lithium-Ion Battery System Using Structural Analysis and Sequential Residual Generation Proc. 7th ASME Annu. Dyn. Syst. Control V002T36A005 2014
- Krysander , M. and Frisk , E. Sensor Placement for Fault Diagnosis IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 38 6 1398 1410 2008 10.1109/TSMCA.2008.2003968
- Ohashi , T. , Asatsuke , S. , Moriya , H. , and Noble , T.R. Honda’s 4 Speed all Clutch to Clutch Automatic Transmission 1998 10.4271/980819
- Scherer , H. , Bek , M. , and Kilian , S. ZF New 8-Speed Automatic Transmission 8HP70 - Basic Design and Hybridization SAE International Journal of Engines 2 1 314 326 2009 10.4271/2009-01-0510
- Krysander , M. and Nyberg , M. Fault Diagnosis Utilizing Structural Analysis Norrköping, Sweden CCSSE 2002
- Blanke , M. , Kinnaert M. , Lunze J. , Staroswiecki M. , et al. Diagnosis and Fault-Tolerant Control 691 Berlin Springer 2006
- Frisk , E. , Krysander M. , and Jung D. A Toolbox for Analysis and Design of Model Based Diagnosis Systems for Large Scale Models IFAC World Congress 2017
- Ivanovic , V. and Tseng , H.E. Bond Graph Based Approach for Modeling of Automatic Transmission Dynamics SAE International Journal of Engines 10 4 2017 10.4271/2017-01-1143
- Deosthale , E.V. , Ahmed , Q. , Arasu , M. , Rizzoni , G. et al. Structural Analysis Based Sensor Placement for Diagnosis of Clutch Faults in Automatic Transmissions SAE Technical Paper 2018-01-1357 2018 10.4271/2018-01-1357
- Deosthale , E. , Jung D. and Ahmed Q. Sensor Selection for Fault Detection and Isolation in Structurally Reconfigurable Systems 2018 Annual American Control Conference (ACC) 2018 5807 5812
- Nyberg , M. , and Frisk E. Model Based Diagnosis of Technical Processes 2008