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Digital Sliding Mode Control of Anti-Lock Braking SystemMITIC, D. B.   , PERIC, S. Lj. , ANTIC, D. S. , JOVANOVIC, Z. D. , MILOJKOVIC, M. T. , NIKOLIC, S. S. |
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Author keywords
anti-lock braking system, discrete-time nonlinear model, modelling error estimation, quasi-sliding mode, wheel slip control
References keywords
control(41), systems(22), sliding(20), mode(19), braking(14), system(9), lock(8), fuzzy(8), anti(8), variable(7)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2013-02-28
Volume 13, Issue 1, Year 2013, On page(s): 33 - 40
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2013.01006
Web of Science Accession Number: 000315768300006
SCOPUS ID: 84875341168
Abstract
The control of anti-lock braking system is a great challenge, because of the nonlinear and complex characteristics of braking dynamics, unknown parameters of vehicle environment and system parameter variations. Using some of robust control methods, such as sliding mode control, can be a right solution for these problems. In this paper, we introduce a novel approach to design of ABS controllers, which is based on digital sliding mode control with only input/output measurements. The relay term of the proposed digital sliding mode control is filtered through digital integrator, reducing the chattering phenomenon in that way, and the additional signal of estimated modelling error is introduced into control algorithm to enhance the system steady-state accuracy. The given solution was verified in real experimental framework and the obtained results were compared with the results of implementation of two other digital sliding mode control algorithms. It is shown that it gives better system response, higher steady-state accuracy and smaller chattering. |
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| [1] A. Zanten, R. Erhardt, A. Lutz, "Measurement and simulation of transients in longitudinal and lateral tire forces," in Proc. of the International Congress & Exposition, Detroit, USA, February 1990, vol. 99, no. 6, pp. 300-318.
[2] M. Tanelli, L. Piroddi, S. M. Savaresi, "Real-time identification of tire-road friction conditions," IET Control Theory and Applications, vol. 3, no. 7, pp. 891-906, 2009. [CrossRef] [Web of Science Times Cited 85] [SCOPUS Times Cited 114] [3] A. Aly, E.-S. Zeidan, A. Hamed, F. Salem, "An antilock-braking systems (ABS) control: A technical review," Intelligent Control and Automation, vol. 2, pp. 186-195, 2011. [CrossRef] [4] R.-E. Precup, S. Preitl, B. M. Radac, E. M. Petriu, C. A. Dragos, J. K. Tar, "Experiment-based teaching in advanced control engineering," IEEE Transactions on Education, vol. 54, no. 3, pp. 345-355, 2011. [CrossRef] [Web of Science Times Cited 64] [SCOPUS Times Cited 71] [5] A. B. Sharkawy, "Genetic fuzzy self-tuning PID controllers for antilock braking systems," Engineering Applications of Artificial Intelligence, vol. 23, no. 7, pp. 1041-1052, 2010. [CrossRef] [Web of Science Times Cited 79] [SCOPUS Times Cited 114] [6] R.-E. Precup, S. Preitl, M. Balas, V. Balas, "Fuzzy controllers for tire slip control in anti-lock braking systems," in Proc. of the IEEE International Conference on Fuzzy Systems, Budapest, Hungary, July 2004, vol. 3, pp. 1317-1322. [CrossRef] [Web of Science Times Cited 51] [SCOPUS Times Cited 63] [7] R.-E. Precup, S. V. Spataru, M.-B. Radac, E. M. Petriu, S. Preitl, C.-A. Dragos, "Model-based fuzzy control solutions for a laboratory antilock braking system," in Proc. of 3rd International Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 2010, pp. 133-138. [CrossRef] [SCOPUS Times Cited 9] [8] J.-S. Lin, W.-E. Ting, "Nonlinear control design of anti-lock braking systems with assistance of active suspension," IET Control Theory and Applications, vol. 1, no. 1, pp. 343-348, 2007. [CrossRef] [Web of Science Times Cited 52] [SCOPUS Times Cited 65] [9] J. Y. Hung, W. Gao, J. C. Hung, "Variable structure control: A survey," IEEE Transactions on Industrial Electronics, vol. 40. no. 1, pp. 2-22, 1993. [CrossRef] [Web of Science Times Cited 1932] [SCOPUS Times Cited 2646] [10] V. I. Utkin, "Sliding mode control design principles and application to electric drives," IEEE Transactions on Industrial Electronics, vol. 40, no. 1, pp. 23-36, 1993. [CrossRef] [Web of Science Times Cited 1286] [SCOPUS Times Cited 1775] [11] A. Tahour, H. Abid, A. G. Aissaoui, "Speed control of switched reluctance motor using fuzzy sliding mode," Advances in Electrical and Computer Engineering, vol. 8, no. 1, pp. 21-25, 2008. [CrossRef] [Full Text] [Web of Science Times Cited 17] [SCOPUS Times Cited 25] [12] M. Sarailoo, Z. Rahmani, B. Rezaie, "Fuzzy sliding mode control for hyper chaotic Chen system," Advances in Electrical and Computer Engineering, vol. 12, no. 1, pp. 85-90, 2012. [CrossRef] [Full Text] [Web of Science Times Cited 11] [SCOPUS Times Cited 13] [13] E. Kayacan, Y. Oniz, O. Kaynak, "A grey system modeling approach for sliding-mode control of antilock braking systems," IEEE Transactions on Industrial Electronics, vol. 56, no. 8, pp. 3244-3252, 2009. [CrossRef] [Web of Science Times Cited 116] [SCOPUS Times Cited 144] [14] K. Chun, M. Sunwoo, "Wheel slip control with moving sliding surface for traction control system," International Journal of Automotive Technology, vol. 5, no. 2, pp. 123-133, 2004. [Online] Available: Temporary on-line reference link removed - see the PDF document [15] A. Harifi, A. Aghagolzadeh, G. Alizadeh, M. Sadeghi, "Designing a sliding mode controller for slip control of antilock brake systems," Transportation Research Part C: Emerging Technologies, vol. 16, no. 6, pp. 731-741, 2008. [CrossRef] [Web of Science Times Cited 84] [SCOPUS Times Cited 112] [16] E. J. Park, D. Stoikov, L. Falcao, A. Suleman, "A performance evaluation of an automotive magnetorheological brake design with a sliding mode controller," Mechatronics, vol. 16, no. 7, pp. 405-416, 2006. [CrossRef] [Web of Science Times Cited 162] [SCOPUS Times Cited 198] [17] N. Hamzah, M. Y. Sam, A. A. Basari, "Enhancement of driving safety feature via sliding mode control approach," in Proc. of the 4th International Conference on Computational Intelligence, Robotics and Autonomous Systems, Palmerston North, New Zealand, 2007, pp. 116-120. [Online] Available: Temporary on-line reference link removed - see the PDF document [18] C. Unsal, P. Kachroo, "Sliding mode measurement feedback control for antilock braking systems," IEEE Transactions on Control Systems Technology, vol. 7, no. 2, pp. 271-281, 1999. [CrossRef] [Web of Science Times Cited 158] [SCOPUS Times Cited 235] [19] A. El Hadri, J. C. Cadiou, N. K. M'sirdi, "Adaptive sliding mode control of vehicle traction," in Proc. of the 15th Triennial World Congress, Barcelona, Spain, June 2002. [CrossRef] [20] Y. Jing, Y. Mao, G. M. Dimirovski, Y. Zheng, S. Zhang, "Adaptive global sliding mode control strategy for the vehicle antilock braking systems," in Proc. of the 28th American Control Conference, St. Louis, Missouri, 2009, pp. 769-773. [CrossRef] [Web of Science Times Cited 15] [SCOPUS Times Cited 20] [21] M. Wu, M. Shih, "Using the sliding-mode PWM method in an anti-lock braking system," Asian Journal of Control, vol. 3, no. 3, pp. 255-261, 2001. [CrossRef] [SCOPUS Times Cited 13] [22] M. Wu, M. Shih, "Simulated and experimental study of hydraulic anti-lock braking system using sliding-mode PWM control," Mechatronics, vol. 13, no. 4, pp. 331-351, 2003. [CrossRef] [Web of Science Times Cited 93] [SCOPUS Times Cited 142] [23] H. Mirzaeinejad, M. Mirzaei, "A novel method for non-linear control of wheel slip in anti-lock braking systems," Control Engineering Practice, vol. 18, no. 8, pp. 918-926, 2010. [CrossRef] [Web of Science Times Cited 103] [SCOPUS Times Cited 131] [24] S. Zheng, H. Tang, Z. Han, Y. Zhang, "Controller design for vehicle stability enhancement," Control Engineering Practice, vol. 14, no. 12, pp. 1413-1421, 2006. [CrossRef] [Web of Science Times Cited 129] [SCOPUS Times Cited 192] [25] D. Mitic, D. Antic, S. Peric, M. Milojkovic, S. Nikolic, "Fuzzy sliding mode control for anti-lock braking systems," in Proc. of the 7th International Symposium on Applied Computational Intelligence and Informatics, SACI 2012, Timisoara, Romania, May 2012, pp. 217-222. [CrossRef] [SCOPUS Times Cited 7] [26] W. Gao, J. C. Hung, "Variable structure control of nonlinear systems: A new approach," IEEE Transactions on Industrial Electronics, vol. 40, no. 1, pp. 45-55, 1993. [CrossRef] [Web of Science Times Cited 824] [SCOPUS Times Cited 1210] [27] D. Antic, V. Nikolic, D. Mitic, M. Milojkovic, S. Peric, "Sliding mode control of anti-lock braking system: An overview," FACTA UNIVERSITATIS Series: Automatic Control and Robotics, vol. 9, no. 1, pp. 41-58, 2010, [Online] Available: Temporary on-line reference link removed - see the PDF document [28] C. Milosavljevic, "General conditions for the existence of a quasi-sliding mode on the switching hyperplane in discrete variable structure systems," Automatic Remote Control, vol. 46, pp. 307-314, 1985. [29] C. Milosavljevic, "Discrete-time VSS", in Variable Structure Systems: from Principles to Implementation, A. Sabanovic, L. Fridman, S. Spurgeon, (Eds.), IEE Control Engineering, London, Series 66, pp. 99-129, 2004. [30] M. L. Corradini, G. Orlando, "Discrete variable structure control for nonlinear systems," in Proc. of 3rd European Control Conference, Rome, Italy, 1995, pp.1465-1470. [31] K. Furuta, "VSS type self-tuning control," IEEE Transaction on Industrial Electronics, vol. 40, no. 1, pp. 37-44, 1993. [CrossRef] [Web of Science Times Cited 121] [SCOPUS Times Cited 139] [32] D. Mitic, Digital variable structure systems based on input-output model. PhD thesis, University of Ni, Faculty of Electronic Engineering, 2006, (in Serbian). [33] D. Mitic, C. Milosavljevic, "Sliding mode based minimum variance and generalized minimum variance controls with O(T2) and O(T3) accuracy," Electrical Engineering, vol. 86, pp. 229-237, 2004. [CrossRef] [Web of Science Times Cited 21] [SCOPUS Times Cited 26] [34] D. Munoz, D. Sbarbaro, "An adaptive sliding-mode controller for discrete nonlinear systems," IEEE Transactions on Industrial Electronics, vol. 47, no. 3, pp. 574-581, 2000. [CrossRef] [Web of Science Times Cited 71] [SCOPUS Times Cited 99] [35] H.-S. Tan, M. Tomizuka, "Discrete-time controller design for robust vehicle traction," IEEE Control Systems Magazine, vol. 10, no. 3, pp. 107-113, 1990. [CrossRef] [SCOPUS Times Cited 36] [36] D. Mitic, C. Milosavljevic, B. Veselic, "One approach to I/O based design of digital sliding mode control for nonlinear plants," Electronics, vol. 8, no. 2, pp. 64-67, 2004. [Online] Available: Temporary on-line reference link removed - see the PDF document [37] D. Mitic, C. Milosavljevic, B. PeruniCic-Drazenovic, B. Veselic, "Digital sliding mode control design based on I/O model of nonlinear plants", in Proc. of IEEE 9th International Workshop on Variable Structure Systems, Alghero, Sardinia, Italy, June 2006, pp. 57-62. [CrossRef] [SCOPUS Times Cited 5] [38] Inteco, "The laboratory anti-lock braking system controlled from PC-User's manual", 2008. [Online] Available: Temporary on-line reference link removed - see the PDF document [39] F. C. Chen, H. Khalil, "Adaptive control of a class of nonlinear discrete-time systems using neural networks," IEEE Transactions of Automatic Control, vol. 40, pp.791-797, 1995. [CrossRef] [Web of Science Times Cited 391] [SCOPUS Times Cited 470] Web of Science® Citations for all references: 5,865 TCR SCOPUS® Citations for all references: 8,074 TCR Web of Science® Average Citations per reference: 147 ACR SCOPUS® Average Citations per reference: 202 ACR TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-11-21 04:27 in 198 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). 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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
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Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
