Penelitian Tentang Kontrol Heading Berdasarkan PID Neural Fuzzy

With the continuous advancement of the Internet of Everything era and the increasing cost of labor, the aquaculture industry is undergoing intelligent changes. A set of technical solutions for heading control is proposed to introduce a fuzzy neural PID controller to the field of heading control of kelp harvesting vessel. Firstly, fuzzy logic and neural network technology are combined, and secondly, fuzzy PID, fuzzy neural PID control strategy model and heading control model are designed through Simulink. Through the simulation results, it is found that the fuzzy neural PID heading controller has small overshoot, small static error and fast response speed.

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Publication Details

Journal
Frontiers in Computing and Intelligent Systems
Published
2025-05-29
DOI
https://doi.org/10.54097/vq5ame26
Primary Topic
Advanced Control Systems Design
Type
article
Field-Weighted Citation Impact
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article

Penelitian Tentang Kontrol Heading Berdasarkan PID Neural Fuzzy

Jie Wang
Frontiers in Computing and Intelligent Systems
Advanced Control Systems Design
article

Penelitian Tentang Kontrol Heading Berdasarkan PID Neural Fuzzy

Jie Wang
article en

Abstract

With the continuous advancement of the Internet of Everything era and the increasing cost of labor, the aquaculture industry is undergoing intelligent changes. A set of technical solutions for heading control is proposed to introduce a fuzzy neural PID controller to the field of heading control of kelp harvesting vessel. Firstly, fuzzy logic and neural network technology are combined, and secondly, fuzzy PID, fuzzy neural PID control strategy model and heading control model are designed through Simulink. Through the simulation results, it is found that the fuzzy neural PID heading controller has small overshoot, small static error and fast response speed.

Frontiers in Computing and Intelligent SystemsVol. 12(2)
University of Jinan (CN)
Openalex Percentile: Top 87%
Advanced Control Systems Design
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