Beta
197787

Modelling and simulation of 3DOF parallel manipulator using artificial neural network

Article

Last updated: 04 Jan 2025

Subjects

-

Tags

-

Abstract

Parallel Robot (PR) has shown its ability to be precise in its movement. Actuators move simultaneously to achieve the required target, on top of that its payload is much greater than what a serial robot can withstand. To determine workspace of the robot with known angles Forward kinematics has to be introduced which, bring a lot of difficulty as it requires the solution of multiple coupled nonlinear algebraic equations. Those equations bring multiple valid solutions. Those solutions could lead to different locations. As it is not going to make the pick and place for PR will be easier. This paper will discuss a numerical method that calculates the Forward Kinematics for PR. This method uses Artificial Neural Network which relay on training with a certain number of iterations. The set of data to be used in the training can be obtained from PR simulation. This method will serve to know workspace around PR as it will help it to pick the target object.

DOI

10.1088/1757-899X/610/1/012080

Authors

First Name

Abdelrahman

Last Name

Youssef

MiddleName

-

Affiliation

T.A at Mechatronics Dept. Faculty of Engineering, MUST, Giza, Egypt.

Email

-

City

-

Orcid

-

First Name

Amgad

Last Name

Bayoumy

MiddleName

M

Affiliation

Assistant Prof. at Mechatronics Dept., Faculty of Engineering, MSA, Giza, Egypt.

Email

-

City

-

Orcid

-

First Name

Mostafa

Last Name

Rostom

MiddleName

-

Affiliation

Assoc. Prof. at Mechatronics Dept., Faculty of Engineering, AASMT, Cairo, Egypt.

Email

-

City

-

Orcid

-

First Name

Farid

Last Name

Tolbah

MiddleName

A

Affiliation

Professor at Mechatronics Dept., Faculty of Engineering, ASU, Cairo, Egypt.

Email

-

City

-

Orcid

-

Volume

18

Article Issue

18

Related Issue

27598

Issue Date

2019-04-01

Receive Date

2021-10-03

Publish Date

2019-04-01

Page Start

1

Page End

10

Print ISSN

2090-0678

Online ISSN

2636-364X

Link

https://asat.journals.ekb.eg/article_197787.html

Detail API

https://asat.journals.ekb.eg/service?article_code=197787

Order

82

Type

Original Article

Type Code

737

Publication Type

Journal

Publication Title

International Conference on Aerospace Sciences and Aviation Technology

Publication Link

https://asat.journals.ekb.eg/

MainTitle

Modelling and simulation of 3DOF parallel manipulator using artificial neural network

Details

Type

Article

Created At

22 Jan 2023