Design of an Intelligent Control System for Conveyor-Belt Grain Dryers
Title | Design of an Intelligent Control System for Conveyor-Belt Grain Dryers PDF eBook |
Author | Omar F. Lutfy |
Publisher | LAP Lambert Academic Publishing |
Pages | 244 |
Release | 2012-02 |
Genre | |
ISBN | 9783846584941 |
The major objective of this research is to improve the performance of conveyor-belt grain dryers by designing an intelligent control system utilizing the capabilities of the adaptive neuro-fuzzy inference system (ANFIS) to model and control the drying process. To achieve this objective, a laboratory-scale conveyor-belt grain dryer was specifically fabricated for this study. As the main controller in this work, a simplified ANFIS structure is proposed to act as a proportional-integral-derivative (PID)-like feedback controller to control nonlinear systems. This controller has several advantages over its conventional ANFIS counterpart, particularly the reduction in processing time. Moreover, three evolutionary algorithms (EAs), in particular a real-coded genetic algorithm (GA), a particle swarm optimization (PSO), and a global-best harmony search (GHS), were separately used to train the proposed controller and to determine its scaling factors. The simplified ANFIS controller was then applied to control the developed ANFIS-based dryer model. From all the simulation tests, the simplified ANFIS controller has proved its remarkable ability in controlling the grain drying process.
Design of Intelligent Control System and Its Application on Fabricated Conveyor Belt Grain Dryer
Title | Design of Intelligent Control System and Its Application on Fabricated Conveyor Belt Grain Dryer PDF eBook |
Author | Omar F. Lutfy |
Publisher | |
Pages | 440 |
Release | 2011 |
Genre | Agricultural mechanics |
ISBN |
Intelligent Control in Drying
Title | Intelligent Control in Drying PDF eBook |
Author | Alex Martynenko |
Publisher | CRC Press |
Pages | 454 |
Release | 2018-09-03 |
Genre | Science |
ISBN | 0429811322 |
Despite the available general literature in intelligent control, there is a definite lack of knowledge and know-how in practical applications of intelligent control in drying. This book fills that gap. Intelligent Control in Drying serves as an innovative and practical guide for researchers and professionals in the field of drying technologies, providing an overview of control principles and systems used in drying operations, from classical to model-based to adaptive and optimal control. At the same time, it lays out approaches to synthesis of control systems, based on the objectives and control strategies, reflecting complexity of drying process and material under drying. This essential reference covers both fundamental and practical aspects of intelligent control, sensor fusion and dynamic optimization with respect to drying.
Intelligent Control in Drying
Title | Intelligent Control in Drying PDF eBook |
Author | Alex Martynenko |
Publisher | CRC Press |
Pages | 463 |
Release | 2018-09-03 |
Genre | Science |
ISBN | 0429811314 |
Despite the available general literature in intelligent control, there is a definite lack of knowledge and know-how in practical applications of intelligent control in drying. This book fills that gap. Intelligent Control in Drying serves as an innovative and practical guide for researchers and professionals in the field of drying technologies, providing an overview of control principles and systems used in drying operations, from classical to model-based to adaptive and optimal control. At the same time, it lays out approaches to synthesis of control systems, based on the objectives and control strategies, reflecting complexity of drying process and material under drying. This essential reference covers both fundamental and practical aspects of intelligent control, sensor fusion and dynamic optimization with respect to drying.
Artificial Intelligence Trends in Systems
Title | Artificial Intelligence Trends in Systems PDF eBook |
Author | Radek Silhavy |
Publisher | Springer Nature |
Pages | 627 |
Release | 2022-07-07 |
Genre | Technology & Engineering |
ISBN | 3031090764 |
This book covers themes related to artificial intelligence in systems and networks application. Selected papers explore modern neural networks application, optimization and hybrid and bio-inspired algorithms are covered too. The refereed proceedings of the Artificial Intelligence Trends in Systems part of the 11th Computer Science On-line Conference 2022 (CSOC 2022), conducted online in April 2022, are included in this volume.
Mathematics—Advances in Research and Application: 2012 Edition
Title | Mathematics—Advances in Research and Application: 2012 Edition PDF eBook |
Author | |
Publisher | ScholarlyEditions |
Pages | 1637 |
Release | 2012-12-26 |
Genre | Mathematics |
ISBN | 1464990719 |
Mathematics—Advances in Research and Application: 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Mathematics. The editors have built Mathematics—Advances in Research and Application: 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Mathematics in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Mathematics—Advances in Research and Application: 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Informatics and Cybernetics in Intelligent Systems
Title | Informatics and Cybernetics in Intelligent Systems PDF eBook |
Author | Radek Silhavy |
Publisher | Springer Nature |
Pages | 736 |
Release | 2021-07-15 |
Genre | Technology & Engineering |
ISBN | 3030774481 |
This book constitutes the refereed proceedings of the informatics and cybernetics in intelligent systems section of the 10th Computer Science Online Conference 2021 (CSOC 2021), held online in April 2021. Modern cybernetics and computer engineering papers in the scope of intelligent systems are an essential part of actual research topics. In this book, a discussion of modern algorithms approaches techniques is held.