The week's pick
Reseach Article
Optimizing the Performance Evaluation of Robotic Arms with the Aid of Genetic Algorithm
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 51 - Number 5 |
| Year of Publication: 2012 |
| Authors: K. Shivaprakash Reddy, Pvk Perumal, B. Durgaprasad, M. A. Murtaza |
10.5120/8038-1346
|
K. Shivaprakash Reddy, Pvk Perumal, B. Durgaprasad, M. A. Murtaza . Optimizing the Performance Evaluation of Robotic Arms with the Aid of Genetic Algorithm. International Journal of Computer Applications. 51, 5 ( August 2012), 24-30. DOI=10.5120/8038-1346
Abstract
In recent decades, the robotic system is becoming more and more significant and this leads the humans to perform precarious tasks at secure distances. In this paper, we planned to improve the performance of robotic gear box. Like our human hand, the robot hands are utilized for performing various tasks. To facilitate the task, flexible robotic arms is necessary to improve the performance of robotic arm gear box. In existing research, only static parameters were considered to make the robotic arms as flexible but such parameter itself is not enough to obtain the optimized value for the gear box to perform. In order to attain the optimized value for the robotic arm gear box, we considered both dynamic and static parameters. By using such parameter values, the optimized value for the gear box is obtained, which result in better gear box performance. Thus, our proposed work fills the gap occurs in the existing works and this paves the way for obtaining flexible robotic arms. Our result obtained by considering various parameters has shown better performance than the existing works.
References
- Saeid Nahavandi, Mohammad Jashim Uddin, Yasuo Nasu, Hieu Trinh. , and Mozafar Saadat, "Automated Robotic Grinding By Low-Powered Manipulator" ,Robotics and Computer-Integrated Manufacturing, Vol. 23, pp. 589-598,2007.
- Tim Niemueller. , and Sumedha Widyadharma," Artificial Intelligence – An Introduction to Robotics", AI-Robotics, July 8, 2003.
- Basilio Bona. , and Aldo Curatella," Identification of Industrial Robot Parameters for Advanced Model-Based Controllers Design", Proceedings of the 2005 IEEE International Conference on, Robotics and Automation (ICRA), pp 1681 – 1686, 2005.
- Clint Heyer,"Human-Robot Interaction and Future Industrial Robotics Applications", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2010.
- Svend Gade, Richard Schlombs, Christoph Hundeck. , and Christian Fenselau," Operational Modal Analysis on a Wind Turbine Gearbox", Conference & Exposition on Structural Dynamics, 2009.
- Joan M. Chambers, Mike Carbonaro. , and Hana Murray, "Developing Conceptual Understanding of Mechanical Advantage Through the Use of Lego Robotic Technology", Australasian Journal of Educational Technology, v24 n4 p387-401 2008.
- S. E. Hodges. , and R. J. Richards,"Look and Learn: Towards Cheap, Flexible Robots", Proceedings of the International Conference on Recent Advances in Mechatronics ICRAM 1995.
- Medhat K. , and Bahr Khalil," Estimated Versus Calculated Viscous Friction Coefficient in Spool Valve Modeling", Technical Conference on IFPE, 2008.
- Coulomb Friction (http://www. wisegeek. com/what-is-coulomb-friction. html).
- Tribology (http://en. wikipedia. org/wiki/Tribology).
- The Coefficient of Friction (http://www. mathsrevision. net/alevel/pages. php?page=79)
- Moment of inertia (http://en. wikipedia. org/wiki/Moment_of_inertia).
- Juan-Antonio Ferna´ ndez-Madrigal, Cipriano Galindo, Javier Gonza´ lez, Elena Cruz-Martin. , and Ana Cruz-Mart?´n, "A Software Engineering Approach for the Development of Heterogeneous Robotic Applications" ,Robotics and Computer-Integrated Manufacturing,Vol. 24,pp. 150-166,2008.
- Sungho Jo, "Adaptive Biomimetic Control of Robot Arm Motions" ,Neurocomputing, Vol. 71, pp. 3625-3630, 2008.
- Abdullah Ozer. , and S. Eren Semercigil, "An Event-Based Vibration Control for a Two-Link Flexible Robotic Arm: Numerical and Experimental Observations", Journal of Sound and Vibration, Vol. 313, pp. 375-394, 2008.
- Toshio Tsuji. , and Yoshiyuki Tanaka, "Bio-Mimetic Impedance Control of Robotic Manipulator for Dynamic Contact Tasks", Robotics and Autonomous Systems, Vol. 56, pp. 306-316, 2008.
- C. T. Freeman, Hughes, Burridge, Chappell, Lewin. , and Rogers, "A Robotic Workstation for Stroke Rehabilitation of the Upper Extremity Using Fes", Medical Engineering & Physics, Vol. 31, pp. 364-373, 2009.
- Yunquan Sun, DavidJ. Giblin. , and Kazem Kazerounian, "Accurate Robotic Belt Grinding of Work Pieces With Complex Geometries Using Relative Calibration Techniques", Robotics and Computer-Integrated Manufacturing, Vol. 25, pp. 204-210, 2009.
- Nicola Vitiello , Tommaso Lenzi, Stefano Marco Maria De Rossi, Stefano Roccella. , and Maria Chiara Carrozza, "A Sensor Less Torque Control for Antagonistic Driven ,Compliant Joints" ,Mechatronics,Vol. 20,pp. 355-36,2010.
- Celso De LaCruz , Teodiano Freire Bastos. , and Ricardo Carelli, "Adaptive Motion Control Law of a Robotic Wheel Chair" ,Control Engineering Practice,Vol. 19,pp. 113-125,2011.
- C. M. Wronka. , and M. W. Dunnigan, "Derivation and Analysis of a Dynamic Model of a Robotic Manipulator on a Moving Base", Robotics and Autonomous Systems, Vol. 59, pp. 758-769, 2011.
- Ashwini Shukla. , and Aude Billard, "Coupled Dynamical System Based Arm–Hand Grasping Model for Learning Fast Adaptation Strategies", Robotics and Autonomous Systems, Vol. 60, pp. 424-440, 2012
- Erik Wernholt. , and Svante Gunnarsson,"Nonlinear Identification of a Physically Parameterized Robot Model", LiTH-ISY-R-2739, pp. 1-6, Aug 2006.
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