Artificial Intelligence based closed-loop control system design

Akpan, Whyte Asukwo and Orazulume, Chikodili Martha and Ohaeri, Ifeoma Ugochi and Essien, Godwin Daniel and Inyang, Nsikak-Abasi Nsedu and Ibanga, Umoh Odudu (2025) Artificial Intelligence based closed-loop control system design. World Journal of Advanced Engineering Technology and Sciences, 14 (3). pp. 505-511. ISSN 2582-8266

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.