Year 2025,
Volume: 7 Issue: 2, 125 - 137, 31.07.2025
José A. Núñez-lópez
,
David Meza Garcia
,
Oleg Sergiyenko
,
Vera Tyrsa
,
Julio C. Rodríguez-quiñonez
,
Wendy Flores-fuentes
,
Fernando Lopez-medina
,
Cesar Sepulveda-valdez
,
José F. Villa-manriquez
,
Humberto Andrade-collazo
,
Evgeny Burnaev
,
Svetlana Illarionova
,
Danilo Cáceres-hernández
,
Ruben Alaniz-plata
References
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et al., 2020 Investigating the mechanical properties of 3d printed
components. In 2020 Advances in Science and Engineering Technology
International Conferences (ASET), pp. 1–7.
-
Alaniz-Plata, R., F. Lopez-Medina, O. Sergiyenko, W. Flores-
Fuentes, J. C. Rodríguez-Quiñonez, et al., 2025 Extrinsic calibration
of complex machine vision system for mobile robot.
Integration 102: 102370.
-
Armstrong-Hélouvry, B., P. Dupont, and C. C. De Wit, 1994 A
survey of models, analysis tools and compensation methods for
the control of machines with friction. Automatica 30: 1083–1138.
-
Atef, M., A. El-Assal, and M. Magdy, 2022 Analysis of the parameters
affecting 3d printed parts for planar and nonplanar models.
In 2022 6th International Conference on Robotics and Automation
Sciences (ICRAS), pp. 224–230.
-
Banerjee, S., 2021 Mathematical modeling: models, analysis and applications.
Chapman and Hall/CRC.
-
Canudas de Wit, C., H. Olsson, K. Astrom, and P. Lischinsky,
1995 A new model for control of systems with friction. IEEE
Transactions on Automatic Control 40: 419–425.
-
Freidovich, L., A. Robertsson, A. Shiriaev, and R. Johansson, 2009
Lugre-model-based friction compensation. IEEE Transactions on
Control Systems Technology 18: 194–200.
-
Gohar, R. and H. Rahnejat, 2012 Fundamentals of Tribology. London.
Kuczmann, M., 2024 Reviewof dc motor modeling and linear control:
Theory with laboratory tests. Electronics 13: 2225.
-
Kumicák, J., 2004 Stochastic and deterministic models of noise. In
Advanced Experimental Methods For Noise Research in Nanoscale
Electronic Devices, edited by J. Sikula and M. Levinshtein, pp.
61–68, Dordrecht, Springer Netherlands.
-
Kushwaha, Y. S., N. S. Hemanth, N. D. Badgayan, and S. K. Sahu,
2022 Free vibration analysis of pla based auxetic metamaterial
structural composite using finite element analysis. Materials Today:
Proceedings 56: 1063–1067, First International Conference
on Advances in Mechanical Engineering and Material Science.
-
Lazutkin, G. V., D. P. Davydov, L. A. Varzhitskiy, K. V. Boyarov,
and T. V. Volkova, 2017 Non-linear oscillations of mechanical
systems with structure damping vibration protection devices.
Procedia Engineering 176: 334–343.
-
Lindner, L., 2021 Theoretical method to increase the speed of continuous
mapping in a three-dimensional laser scanning system using
servomotors control. Editorial UABC.
-
Liu, X., W. Tian, J. Yu, and J. Zhao, 2021 Lidar points’ bumpy
distortion model, displacements and experiments. 2021 5th CAA
International Conference on Vehicular Control and Intelligence,
CVCI 2021 .
-
Marton, L. and B. Lantos, 2007 Modeling, Identification, and Compensation
of Stick-Slip Friction. IEEE Transactions on Industrial
Electronics 54: 511–521.
-
Na, J., Q. Chen, and X. Ren, 2018 Chapter 1 - friction dynamics
and modeling. In Adaptive Identification and Control of Uncertain
Systems with Non-smooth Dynamics, edited by J. Na, Q. Chen, and
X. Ren, Emerging Methodologies and Applications in Modelling,
pp. 11–18, Academic Press.
-
Núñez-López, J. A., L. Lindner, O. Sergiyenko, J. C. Rodríguez-
Quiñonez, W. Flores-Fuentes, et al., 2021 Positioning Improvement
for a Laser Scanning System using cSORPD control. In
IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics
Society, pp. 1–6, Toronto, Canada, ISSN: 2577-1647.
-
Núñez-López, J. A., O. Sergiyenko, R. Alaniz-Plata, C. Sepulveda-
Valdez, O. M. Pérez-Landeros, et al., 2023 Advances in laser
positioning of machine vision system and their impact on 3d coordinates
measurement. In IECON 2023- 49th Annual Conference
of the IEEE Industrial Electronics Society, pp. 1–6.
-
Ogata, K., 2020 Modern control engineering.
Pany, C., 2023 Large amplitude free vibrations analysis of prismatic
and non-prismatic different tapered cantilever beams. Pamukkale
Üniversitesi Mühendislik Bilimleri Dergisi 29: 370–376.
-
Pany, C. and G. Rao, 2002 Calculation of non-linear fundamental
frequency of a cantilever beam using non-linear stiffness. Journal
of sound and vibration 256: 787–790.
-
Pany, C. and G. V. Rao, 2004 Large amplitude free vibrations of a
uniform spring-hinged beam. Journal of sound and vibration
271: 1163–1169.
-
Popov, V. L. et al., 2010 Contact mechanics and friction. Springer.
Selivanov, A. and E. Fridman, 2023 Finite-dimensional boundary
control of a wave equation with viscous friction and boundary
measurements. IEEE Transactions on Automatic Control .
-
Sepulveda-Valdez, C., O. Sergiyenko, V. Tyrsa, P. Mercorelli, J. C.
Rodríguez-Quiñonez, et al., 2024 Mathematical modeling for
robot 3d laser scanning in complete darkness environments to
advance pipeline inspection. Mathematics 12.
-
Sergiyenko, O., R. Alaniz-Plata, W. Flores-Fuentes, J. C. Rodríguez-
Quiñonez, J. E. Miranda-Vega, et al., 2024 Multi-view 3d data
fusion and patching to reduce shannon entropy in robotic vision.
Optics and Lasers in Engineering 177: 108132.
-
Sergiyenko, O., W. Flores-Fuentes, and P. Mercorelli, 2020 Machine
vision and navigation. Springer.
-
Slotine, J.-J. E.,W. Li, et al., 1991 Applied nonlinear control, volume
199. Prentice hall Englewood Cliffs, NJ.
-
Thenozhi, S., A. C. Sánchez, and J. Rodríguez-Reséndiz, 2022 A
Contraction Theory-Based Tracking Control Design With Friction
Identification and Compensation. IEEE Transactions on
Industrial Electronics 69: 6111–6120.
-
Wang, X., S. Lin, and S. Wang, 2016 Dynamic friction parameter
identification method with lugre model for direct-drive rotary
torque motor. Mathematical Problems in Engineering 2016:
6929457.
-
Zhao, Q. L., Y. X. Hao, and J. H. Wang, 2010 An application of
chaos for vibration control. 2010 International Conference on
Mechanic Automation and Control Engineering, MACE2010 pp.
267–270.
-
Zheng, C., Y. Su, and P. Mercorelli, 2019 Faster Positioning of 1-
DOF Mechanical SystemsWith Friction and Actuator Saturation.
Journal of Dynamic Systems, Measurement, and Control 141.
Modeling and Analysis of Nonlinear Chaotic Mechanical Dynamics in Laser Scanning Systems
Year 2025,
Volume: 7 Issue: 2, 125 - 137, 31.07.2025
José A. Núñez-lópez
,
David Meza Garcia
,
Oleg Sergiyenko
,
Vera Tyrsa
,
Julio C. Rodríguez-quiñonez
,
Wendy Flores-fuentes
,
Fernando Lopez-medina
,
Cesar Sepulveda-valdez
,
José F. Villa-manriquez
,
Humberto Andrade-collazo
,
Evgeny Burnaev
,
Svetlana Illarionova
,
Danilo Cáceres-hernández
,
Ruben Alaniz-plata
Abstract
This paper presents a novel approach to modeling and analyzing chaotic mechanical vibrations in laser scanning systems. The model explicitly incorporates nonlinear friction using the LuGre friction model. Experimental validation demonstrates chaotic behavior manifested in irregular velocity fluctuations. Dominant frequencies and maximum vibration amplitudes were identified under various operational conditions. A maximum disturbance amplitude of $ 1.65\,\mathrm{rad/s^2}$ was observed under the most demanding conditions (25~RPS, $\pm$15° inclination). The proposed model was validated experimentally, providing insights into the interplay of chaotic vibrations and nonlinear friction. A robust control strategy was introduced to mitigate these effects. This strategy is supported by Lyapunov stability analysis and computational implementation. The results demonstrate the effectiveness of the control strategy in reducing the negative effects of friction and chaotic vibrations. The findings could benefit precision engineering, nonlinear dynamics research, and machine vision.
References
-
Al Khawaja, H., H. Alabdouli, H. Alqaydi, A. Mansour,W. Ahmed,
et al., 2020 Investigating the mechanical properties of 3d printed
components. In 2020 Advances in Science and Engineering Technology
International Conferences (ASET), pp. 1–7.
-
Alaniz-Plata, R., F. Lopez-Medina, O. Sergiyenko, W. Flores-
Fuentes, J. C. Rodríguez-Quiñonez, et al., 2025 Extrinsic calibration
of complex machine vision system for mobile robot.
Integration 102: 102370.
-
Armstrong-Hélouvry, B., P. Dupont, and C. C. De Wit, 1994 A
survey of models, analysis tools and compensation methods for
the control of machines with friction. Automatica 30: 1083–1138.
-
Atef, M., A. El-Assal, and M. Magdy, 2022 Analysis of the parameters
affecting 3d printed parts for planar and nonplanar models.
In 2022 6th International Conference on Robotics and Automation
Sciences (ICRAS), pp. 224–230.
-
Banerjee, S., 2021 Mathematical modeling: models, analysis and applications.
Chapman and Hall/CRC.
-
Canudas de Wit, C., H. Olsson, K. Astrom, and P. Lischinsky,
1995 A new model for control of systems with friction. IEEE
Transactions on Automatic Control 40: 419–425.
-
Freidovich, L., A. Robertsson, A. Shiriaev, and R. Johansson, 2009
Lugre-model-based friction compensation. IEEE Transactions on
Control Systems Technology 18: 194–200.
-
Gohar, R. and H. Rahnejat, 2012 Fundamentals of Tribology. London.
Kuczmann, M., 2024 Reviewof dc motor modeling and linear control:
Theory with laboratory tests. Electronics 13: 2225.
-
Kumicák, J., 2004 Stochastic and deterministic models of noise. In
Advanced Experimental Methods For Noise Research in Nanoscale
Electronic Devices, edited by J. Sikula and M. Levinshtein, pp.
61–68, Dordrecht, Springer Netherlands.
-
Kushwaha, Y. S., N. S. Hemanth, N. D. Badgayan, and S. K. Sahu,
2022 Free vibration analysis of pla based auxetic metamaterial
structural composite using finite element analysis. Materials Today:
Proceedings 56: 1063–1067, First International Conference
on Advances in Mechanical Engineering and Material Science.
-
Lazutkin, G. V., D. P. Davydov, L. A. Varzhitskiy, K. V. Boyarov,
and T. V. Volkova, 2017 Non-linear oscillations of mechanical
systems with structure damping vibration protection devices.
Procedia Engineering 176: 334–343.
-
Lindner, L., 2021 Theoretical method to increase the speed of continuous
mapping in a three-dimensional laser scanning system using
servomotors control. Editorial UABC.
-
Liu, X., W. Tian, J. Yu, and J. Zhao, 2021 Lidar points’ bumpy
distortion model, displacements and experiments. 2021 5th CAA
International Conference on Vehicular Control and Intelligence,
CVCI 2021 .
-
Marton, L. and B. Lantos, 2007 Modeling, Identification, and Compensation
of Stick-Slip Friction. IEEE Transactions on Industrial
Electronics 54: 511–521.
-
Na, J., Q. Chen, and X. Ren, 2018 Chapter 1 - friction dynamics
and modeling. In Adaptive Identification and Control of Uncertain
Systems with Non-smooth Dynamics, edited by J. Na, Q. Chen, and
X. Ren, Emerging Methodologies and Applications in Modelling,
pp. 11–18, Academic Press.
-
Núñez-López, J. A., L. Lindner, O. Sergiyenko, J. C. Rodríguez-
Quiñonez, W. Flores-Fuentes, et al., 2021 Positioning Improvement
for a Laser Scanning System using cSORPD control. In
IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics
Society, pp. 1–6, Toronto, Canada, ISSN: 2577-1647.
-
Núñez-López, J. A., O. Sergiyenko, R. Alaniz-Plata, C. Sepulveda-
Valdez, O. M. Pérez-Landeros, et al., 2023 Advances in laser
positioning of machine vision system and their impact on 3d coordinates
measurement. In IECON 2023- 49th Annual Conference
of the IEEE Industrial Electronics Society, pp. 1–6.
-
Ogata, K., 2020 Modern control engineering.
Pany, C., 2023 Large amplitude free vibrations analysis of prismatic
and non-prismatic different tapered cantilever beams. Pamukkale
Üniversitesi Mühendislik Bilimleri Dergisi 29: 370–376.
-
Pany, C. and G. Rao, 2002 Calculation of non-linear fundamental
frequency of a cantilever beam using non-linear stiffness. Journal
of sound and vibration 256: 787–790.
-
Pany, C. and G. V. Rao, 2004 Large amplitude free vibrations of a
uniform spring-hinged beam. Journal of sound and vibration
271: 1163–1169.
-
Popov, V. L. et al., 2010 Contact mechanics and friction. Springer.
Selivanov, A. and E. Fridman, 2023 Finite-dimensional boundary
control of a wave equation with viscous friction and boundary
measurements. IEEE Transactions on Automatic Control .
-
Sepulveda-Valdez, C., O. Sergiyenko, V. Tyrsa, P. Mercorelli, J. C.
Rodríguez-Quiñonez, et al., 2024 Mathematical modeling for
robot 3d laser scanning in complete darkness environments to
advance pipeline inspection. Mathematics 12.
-
Sergiyenko, O., R. Alaniz-Plata, W. Flores-Fuentes, J. C. Rodríguez-
Quiñonez, J. E. Miranda-Vega, et al., 2024 Multi-view 3d data
fusion and patching to reduce shannon entropy in robotic vision.
Optics and Lasers in Engineering 177: 108132.
-
Sergiyenko, O., W. Flores-Fuentes, and P. Mercorelli, 2020 Machine
vision and navigation. Springer.
-
Slotine, J.-J. E.,W. Li, et al., 1991 Applied nonlinear control, volume
199. Prentice hall Englewood Cliffs, NJ.
-
Thenozhi, S., A. C. Sánchez, and J. Rodríguez-Reséndiz, 2022 A
Contraction Theory-Based Tracking Control Design With Friction
Identification and Compensation. IEEE Transactions on
Industrial Electronics 69: 6111–6120.
-
Wang, X., S. Lin, and S. Wang, 2016 Dynamic friction parameter
identification method with lugre model for direct-drive rotary
torque motor. Mathematical Problems in Engineering 2016:
6929457.
-
Zhao, Q. L., Y. X. Hao, and J. H. Wang, 2010 An application of
chaos for vibration control. 2010 International Conference on
Mechanic Automation and Control Engineering, MACE2010 pp.
267–270.
-
Zheng, C., Y. Su, and P. Mercorelli, 2019 Faster Positioning of 1-
DOF Mechanical SystemsWith Friction and Actuator Saturation.
Journal of Dynamic Systems, Measurement, and Control 141.