Energy-Efficient Trajectory Optimization for 6-DOF Industrial Manipulators Using Genetic Algorithm

This paper presents a method to determine the energy optimal path for a 6 Degrees of Freedom (DOF) manipulator between specified initial and goal configurations. This method analyzes ways to improve robot arm movements by finding optimal way points coordinates using Genetic Algorithm (GA). These waypoints are used to generate the energy efficient path and satisfying the joint constraints. The findings show significant improvements by generating smooth motion and consuming minimum energy. The methodology can be used for energy optimal trajectory planning of 6-DOF manipulators.

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Published
2025-05-23
DOI
https://doi.org/10.1109/iccc64910.2025.11077339
Primary Topic
Robotic Mechanisms and Dynamics
Type
article
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article

Energy-Efficient Trajectory Optimization for 6-DOF Industrial Manipulators Using Genetic Algorithm

P. K., Jitendra Kumar
Robotic Mechanisms and Dynamics
article

Energy-Efficient Trajectory Optimization for 6-DOF Industrial Manipulators Using Genetic Algorithm

P. K., Jitendra Kumar
article en

Abstract

This paper presents a method to determine the energy optimal path for a 6 Degrees of Freedom (DOF) manipulator between specified initial and goal configurations. This method analyzes ways to improve robot arm movements by finding optimal way points coordinates using Genetic Algorithm (GA). These waypoints are used to generate the energy efficient path and satisfying the joint constraints. The findings show significant improvements by generating smooth motion and consuming minimum energy. The methodology can be used for energy optimal trajectory planning of 6-DOF manipulators.

Amrita Vishwa Vidyapeetham (IN)
Affordable and clean energy
Openalex Percentile: Top 77%
Robotic Mechanisms and Dynamics
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