DocumentCode :
2311402
Title :
Minimum-time trajectory of robot manipulator using Harmony Search algorithm
Author :
Tangpattanakul, Panwadee ; Artrit, Pramin
Author_Institution :
Dept. of Electr. Eng., Khon Kaen Univ., Khon Kaen, Thailand
fYear :
2009
fDate :
6-9 May 2009
Firstpage :
354
Lastpage :
357
Abstract :
The optimal trajectory planning is an important function in a robot control area. Generally, the operating function of manipulators requires the highest performance such as minimum time, minimum energy, and no damage to the system. This paper proposes a minimum time trajectory planning that is clamped with cubic splines and uses Harmony Search (HS) algorithm for solving the optimization problem. Minimum time is chosen to be the objective function as time is critical for productivities in the industrial. However, kinematics constraints such as velocities, accelerations and jerks limitation are still considered. In this work, the simulation of the 6-DOFs robot manipulator trajectory is employed to determine the minimum time trajectory planning. The best solution from two techniques, the HS and the sequential quadratic programming (SQP), are compared. The results show that the HS method obtains the optimal interval time better than the SQP method and it does not require finding the initial interval time value for the optimization process. This reduces the complication and time consuming of the optimization process.
Keywords :
industrial manipulators; manipulator kinematics; path planning; position control; quadratic programming; search problems; splines (mathematics); cubic spline; harmony search algorithm; industrial robot; kinematics constraint; minimum-time trajectory planning; optimization problem; robot manipulator; sequential quadratic programming; Acceleration; Kinematics; Manipulators; Optimization methods; Polynomials; Power engineering and energy; Productivity; Quadratic programming; Service robots; Trajectory; Cubic Splines; Harmony Search; Minimum Time; Robotics; Trajectory Planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
Conference_Location :
Pattaya, Chonburi
Print_ISBN :
978-1-4244-3387-2
Electronic_ISBN :
978-1-4244-3388-9
Type :
conf
DOI :
10.1109/ECTICON.2009.5137025
Filename :
5137025
Link To Document :
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