Cascade Proportional Derivative Controller for a Flexible Link Robot Manipulator Using the Bees Algorithm
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Date
2023
Authors
Çakan, Abdullah
Kalyoncu, Mete
Gümüş, Mehmet Sefa
Journal Title
Journal ISSN
Volume Title
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Open Access Color
Green Open Access
No
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Publicly Funded
No
Abstract
In this study, a flexible robot arm model and the design of its controller are introduced. The robot arm consists of a single flexible link. It is desired to control the circular position of the robot arm and the vibration of the tip point. Cascade proportional derivative controller was used to control the position and reduce the tip vibration. Controller gains were found using the bees algorithm. The weighted function of system responses such as settling time, maximum overshoot, steady-state error is used as a performance criterion while searching for the best parameters. In addition, controller gains were obtained with the genetic algorithm to evaluate the working performance of the bees algorithm. It has been observed that the Cascade PD controller, whose gains are optimized by the bees algorithm, successfully controls the flexible robot arm system and reduces the vibration of the tip point.
Description
Keywords
Yazılım Mühendisliği (Diğer), Yapay Zeka, Artificial Intelligence, Software Engineering (Other), The Bees Algorithm;Flexible Link;Cascade PID
Turkish CoHE Thesis Center URL
Fields of Science
0209 industrial biotechnology, 0103 physical sciences, 02 engineering and technology, 01 natural sciences
Citation
WoS Q
N/A
Scopus Q
N/A

OpenCitations Citation Count
3
Source
Academic Platform journal of engineering and smart systems (Online)
Volume
11
Issue
1
Start Page
27
End Page
34
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1
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