Development of an Adaptive Fuzzy-Neural Controller for Temperature Control in a Brick Tunnel Kiln

被引：6

作者：

Phan, Van Du ^{[1
]}

Nguyen, Xuan Hung ^{[1
]}

Dinh, Van Nam ^{[1
]}

Dang, Thai Son ^{[1
]}

Le, Van Chuong ^{[1
]}

Ho, Sy Phuong ^{[1
]}

Ta, Hung Cuong ^{[1
]}

Duong, Dinh Tu ^{[1
]}

Mai, The Anh ^{[1
]}

机构：

[1] Vinh Univ, Sch Engn & Technol, Vinh City 43108, Vietnam

来源：

ELECTRONICS | 2024年 / 13卷 / 02期

关键词：

fuzzy-neural network; fuzzy logic system; PID; brick tunnel kiln; temperature control; CONTROL-SYSTEM; HEAT-TRANSFER; ZONE; SIMULATION; DESIGN; FUEL;

D O I：

10.3390/electronics13020342

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This research focuses on developing an adaptive fuzzy-neural control system to manage and maintain temperature in brick tunnel kilns. The problem is how to optimize performance and energy consumption in the brick production process. A control algorithm using a combination of a fuzzy logic system and neural network is proposed to automatically adjust temperature parameters, optimize production efficiency, and reduce energy consumption. Simulation and experimental results demonstrate the outstanding performance of the presented system, with significant improvements in energy efficiency and product quality compared to traditional control methods. Moreover, the obtained results exhibit the potential for wide application of the adaptive neuro-fuzzy control method in academic study or industrial production processes.

引用

页数：15

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