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Development of an Automated System for Monitoring and Diagnostics a Guided Robotic Vehicle

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Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 259))

Abstract

This research considers the development of an automated system for monitoring and diagnostics of a controlled robotic vehicle. This system is based on an algorithmic approach performed by creating models in the form of fuzzy behavior charts. A key feature is the ability to represent a continuous change in time as a set of modes. While decomposing the diagnostics object (a robotic vehicle), there were created models of its main nodes in the form of fuzzy behavior charts of the second rank. For the diagnostics of the selected nodes, there were considered all possible faults, which also was compared with those ones that can be traced using the created models. Based on the tables of possible malfunctions of the electric motor, the battery, and the infrared proximity sensor, there was obtained a list of malfunctions and abnormal situations that can be organized in the knowledge base structure. Analysis of fault tables allowed developing the structure of an automated system for monitoring and diagnostics of abnormal and emergency situations. The obtained results (models and algorithms) were used to create a software product.

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References

  1. Khalastchi, E., Kalech, M.: On fault detection and diagnosis in robotic systems. ACM Comput. Surv. 51(1), art. no. 9 (2018)

    Article  Google Scholar 

  2. Yazdjerdi, P., Meskin, N.: Actuator fault tolerant control in a team of mobile robots. In: 15th International Conference on Control, Automation, Robotics and Vision, pp. 1885–1890 (2018)

    Google Scholar 

  3. Silva, G.N.P., Duarte, R.O. (2018) Towards evolvable hardware and genetic algorithm operators to fail safe systems achievement. In: 19th Latin-American Test Symposium, pp. 1–4 (2018)

    Google Scholar 

  4. LeCun, Y., Bengio, Y.: Scaling learning algorithms towards AI. MIT Press (2007)

    Google Scholar 

  5. Wagner, A.R., Arkin, R.C.: Internalized plans for communication-sensitive robot team behaviors. In: Proceedings of IEEE International Conference on Intelligent Robotics and Systems, pp. 2480–2487 (2003)

    Google Scholar 

  6. Stoeter, S.A., Burt, I.T, Papanikolopoulos N.: Scout Robot Motion Model. In: Proceedings of the IEEE International Conference on Robotics and Automation, Taipei, Taiwan, May 2003

    Google Scholar 

  7. Rybski, P.E., Stoeter, S.A., Gini, M., Hougen, D.F., Papanikolopoulos, N.: Effects of limited bandwidth communications channels of the control of multiple robots. In: Proceedings of the 2001 IEEE International Conference on Intelligent Robots and Systems, pp. 369–374

    Google Scholar 

  8. RoboCV X-Motion NG. http://robotrends.ru/r

  9. Roland, L.: Dunbrack, Cyclic coordinate descent: a robotics algorithm for protein loop closure. Protein Sci. 12(5), 963–972 (2003)

    Article  Google Scholar 

  10. Baillieul, J.: Kinematic programming alternatives for redundant manipulators. In: Proceedings of the IEEE International Conference on Robotics and Automation, Vol. 2, pp. 722–728 (1985)

    Google Scholar 

  11. Drenner, A., Burt, I., Dahlin, T., Kratochvil, B., McMillen, C.P., Nelson, B., Papanikolopoulos, N., Rybski, P.E., Stubbs, K., Waletzko, D., Yesin K.B.: Mobility enhancements to the scout robot platform. In: Proceedings of the 2002 IEEE International Conference on Robotics and Automation, Washington, DC, May 2002

    Google Scholar 

  12. Lee, B., Ehsani, M.: Advanced simulation model for brushless DC motor drives. Electr. Power Compon. Syst. 31(9), 841–868 (2003)

    Article  Google Scholar 

  13. Abramov, I.V., Nikitin, Y.R., Abramov, A.I., Sosnovich, E.V., Bozek, P.: Control and diagnostic model of brushless DC motor. J. Electr. Eng. 65(5), 277–282 (2014)

    Google Scholar 

  14. Lorincz, R.I., Basch, M.E., Bogdanov, I., Tiponut, V., Beschieru, A.: Hardware implementation of BLDC motor and control system diagnosis. Int. J. Circuits Syst. Signal Process 5(6), 660–671

    Google Scholar 

  15. Harnefors, L.: Control of variable-speed drives. Applied Signal Processing and Control, Department of Electronics, Mälardalen University, Västerås (2002)

    Google Scholar 

  16. Ang, K., Chong, G., Li, Y.: PID control system analysis, design and technology. IEEE Trans. Control Syst. Technol. 13, 559–576 (2005)

    Google Scholar 

  17. Steinbauer, G.: A survey about faults of robots used in RoboCup. In: RoboCup 2012: Robot Soccer World Cup XVI, pp. 344–355. Springer, Berlin (2013)

    Chapter  Google Scholar 

  18. Christensen, A.L., O’Grady, R., Birattari, M., Dorigo, M.: Fault detection in autonomous robots based on fault injection and learning. Auton. Robots 24, 49–67 (2008)

    Article  Google Scholar 

  19. Timofeev, A.V.: Functional diagnostics and fault-stable control for mechatronic systems and robots. Tr. SPIIRAN 2(1), 266–283 (2004)

    Google Scholar 

  20. Bazhanov, A.G., Vashchenko, R.A., Magergut, V.Z.: Fuzzy nodes behavior charts for complex technological objects, principles of its construction and usage. Instrum. Syst. Monit. Control Diagn. 9, 26–34 (2014)

    Google Scholar 

  21. Magergut, V.Z., Ignatenko, V.A., Bazhanov, A.G., Shaptala, V.G.: Approaches to construction of discrete models of continuous technological processes for synthesis control machines. Bull. BSTU Named After V. G. Shukhov 2, 100–102 (2013)

    Google Scholar 

  22. Magergut, V.Z., Bazhanov, A.G., Vashchenko, R.A.: Algorithmic approach to synthesis fuzzy control systems for objects with continuous technology. World Appl. Sci. J. 24(10), 1291–1295 (2013)

    Google Scholar 

  23. Bazhanov, A.G., Magergut, V.Z., Vashchenko, R.A.: Operation model of the cement kiln node “material temperature in the drying zone” as a fuzzy behavior chart. In: Proceedings of the International Conference on Information and Digital Technologies, IEEE Xplorepp, pp. 35–38. Zilina, Slovakia (2015)

    Google Scholar 

  24. Vashchenko, R.A., Bazhanov, A.G., Magergut, V.Z., Stepovoy, A.A.: Application of the model based on fuzzy behavior charts in the advising control system of rotary cement kiln. In: 2016 International Conference on Proceedings of Information and Digital Technologies (IDT), Rzeszow, Poland, pp. 299–304 (2016)

    Google Scholar 

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Acknowledgements

Research is carried out with the financial support of The Ministry of Science and Higher Education of the Russian Federation within the Public contract project 2.1396.2017/4.6.

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Correspondence to Alexander Bazhanov .

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Bazhanov, A., Vashchenko, R., Rubanov, V., Bazhanova, O. (2020). Development of an Automated System for Monitoring and Diagnostics a Guided Robotic Vehicle. In: Kravets, A., Bolshakov, A., Shcherbakov, M. (eds) Cyber-Physical Systems: Advances in Design & Modelling. Studies in Systems, Decision and Control, vol 259. Springer, Cham. https://doi.org/10.1007/978-3-030-32579-4_8

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  • DOI: https://doi.org/10.1007/978-3-030-32579-4_8

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-32578-7

  • Online ISBN: 978-3-030-32579-4

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