Serial Manipulator Control Optimization Using Ant Colony Algorithm

Albert Harazaki Mendrofa, Abdul Muis

Research output: Contribution to journalConference articlepeer-review

Abstract

Serial manipulator is one of robot type that commonly used on industry. The high Degree of Freedom (DoF) of serial manipulator lead to more flexibility on manipulation but at the same time it also lead to more complex mathematical model of serial manipulator. Because of this complexity, we cannot use the common Proportional-Integral-Derivative (PID) tuning method such as Ziegler-Nichols and Cohen-Coon while the parameter on controller is need to be optimal in order to reduce the error during position control and avoid instability which may cause hazard to the operator. Ant colony algorithm proposed to optimize the controller of serial manipulator and result of optimization evaluated through experiment.

Original languageEnglish
Article number012026
JournalJournal of Physics: Conference Series
Volume1993
Issue number1
DOIs
Publication statusPublished - 12 Aug 2021
Event14th International Conference on Computer and Electrical Engineering, ICCEE 2021 - Beijing, China
Duration: 25 Jun 202127 Jun 2021

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