Artificial Intelligence based closed-loop control system design

Control systems especially closed-loop control system is mostly used in manufacturing and many other industrial processes. Closed-loop system is designed and used to align actual values of a given industrial process to a given command or reference value in real time with a high degree of accuracy. The current global trend in application of Artificial Intelligence is not markedly used to model, design, fine tune and optimize closed loop control systems. This article is in tandem for this purpose to highlight potential system design and configuration that can project the application of AI-Artificial Neural Network (ANN) in closed-loop control system. It shows how the conventional closed loop control system can be configured and with AI, with the intention to optimize the control functions.

Authors

Publication Details

Journal
World Journal of Advanced Engineering Technology and Sciences
Published
2025-03-30
DOI
https://doi.org/10.30574/wjaets.2025.14.3.0105
Citations
2
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
4.96
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Artificial Intelligence based closed-loop control system design

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2 citations
World Journal of Advanced Engineering Technology and Sciences
Neural Networks and Applications
4.96
article

Artificial Intelligence based closed-loop control system design

Godwin Daniel Essien, Whyte Asukwo Akpan, Chikodili Martha Orazulume, Ifeoma Ugochukwu Ohari, Nsikak Abasi Nsedu Inyang, Umoh Odudu Ibanga
article en
2 citations

Abstract

Control systems especially closed-loop control system is mostly used in manufacturing and many other industrial processes. Closed-loop system is designed and used to align actual values of a given industrial process to a given command or reference value in real time with a high degree of accuracy. The current global trend in application of Artificial Intelligence is not markedly used to model, design, fine tune and optimize closed loop control systems. This article is in tandem for this purpose to highlight potential system design and configuration that can project the application of AI-Artificial Neural Network (ANN) in closed-loop control system. It shows how the conventional closed loop control system can be configured and with AI, with the intention to optimize the control functions.

World Journal of Advanced Engineering Technology and SciencesVol. 14(3)
Openalex Percentile: Top 6%
Neural Networks and Applications
4.96
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