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  Authors

Mullainathan V H,Srimathi P,Anbarasi M P

  Keywords

Redundant manipulators, Singular configurations, Universal Robots UR5e, Kinematic redundancy, Jacobian matrix, Null space, Geometric constraints, Configuration space, Mathematical properties, Joint angle solutions, Finite State Machine (FSM), Monte Carlo method, Probability assessment, Workspace analysis, Robot systemdesign, Operational efficiency, Human-robot collaboration, Robotic adaptability, Industrial automation.

  Abstract


Robotic manipulators equipped with redundant degrees of freedom offer increased flexibility and dexterity but are prone to encountering singular configurations that hinder performance and control. This paper introduces novel strategies for singularity avoidance in redundant manipulators, focusing on optimizing their performance. Drawing inspiration from existing research, an innovative approach based on the Monte Carlo method for singularity analysis is proposed. By randomly mapping the robot's workspace and identifying points closest to a given trajectory, detection and characterization of singularity states is determined. Unlike traditional inverse calculation methods, this approach reduces computational demands while providing a clear graphical representation of singularity occurrences. Through rigorous mathematical analysis and illustrative graph ,the effectiveness of this method in singularity avoidance is presented. Furthermore, exploring practical applications through case studies involving various robot configurations is possible. This research contributes valuable insights and tools for improving the operational efficiency and adaptability of redundant manipulators in diverse robotic applications.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2311113

  Paper ID - 246052

  Author type - Indian Author

  Page Number(s) - a939-a945

  Pubished in - Volume 11 | Issue 11 | November 2023

  DOI (Digital Object Identifier) -   

  No Of Downloads - 70

  Author Country - India, 641047, COIMBATORE, COIMBATORE, 641047, Science and Technology

  Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Published Paper PDF : - http://www.ijcrt.org/papers/IJCRT2311113

  Published Paper URL: : - http://ijcrt.org/viewfull.php?&p_id=IJCRT2311113

  Published Paper PDF Downlaod: - download.php?file=IJCRT2311113

  Cite this article

Mullainathan V H,Srimathi P,Anbarasi M P,   "Redundant Manipulators and Singularity Avoidance: Strategies for Optimized Performance", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 11, pp.a939-a945, November 2023, Available at :http://www.ijcrt.org/papers/IJCRT2311113.pdf

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