Precise motion control of omnidirectional mobile robots for nuclear power inspection

To increase the motion stability and accuracy of omnidirectional mobile robots for nuclear power inspection, an improved PID controller based on a fuzzy immune algorithm is proposed. Firstly, a kinematic model with velocity coupling constraints was developed according to structural analysis of the inspection robot. Secondly, fuzzy logic was used to adjust the three parameters of the PID controller adaptively, and an artificial immune algorithm was integrated to perform secondary optimization of the proportional gain in the design of a fuzzy immune PID controller. Simulation results demonstrated that the proposed controller reduces velocity overshoot and enhances the motion control precision and stability of the robot.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/ricai64321.2024.10911669
Primary Topic
Educational Robotics and Engineering
Type
article
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article

Precise motion control of omnidirectional mobile robots for nuclear power inspection

Bo Tang, Yi Tan, Jianqiang Hu, Chao Ma
Educational Robotics and Engineering
article

Precise motion control of omnidirectional mobile robots for nuclear power inspection

Bo Tang, Yi Tan, Jianqiang Hu, Chao Ma
article en

Abstract

To increase the motion stability and accuracy of omnidirectional mobile robots for nuclear power inspection, an improved PID controller based on a fuzzy immune algorithm is proposed. Firstly, a kinematic model with velocity coupling constraints was developed according to structural analysis of the inspection robot. Secondly, fuzzy logic was used to adjust the three parameters of the PID controller adaptively, and an artificial immune algorithm was integrated to perform secondary optimization of the proportional gain in the design of a fuzzy immune PID controller. Simulation results demonstrated that the proposed controller reduces velocity overshoot and enhances the motion control precision and stability of the robot.

China General Nuclear Power Corporation (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 74%
Educational Robotics and Engineering
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Precise motion control of omnidirectional mobile robots for nuclear power inspection — Bo Tang, Yi Tan, et al. · (2024) | TGRS Research Map | TGRS