Design Of An Intelligent Control System For Conveyor Belt Grain Dryers PDF Download

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Design of an Intelligent Control System for Conveyor-Belt Grain Dryers

Design of an Intelligent Control System for Conveyor-Belt Grain Dryers
Author: Omar F. Lutfy
Publisher: LAP Lambert Academic Publishing
Total Pages: 244
Release: 2012-02
Genre:
ISBN: 9783846584941
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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.

Intelligent Control in Drying

Intelligent Control in Drying
Author: Alex Martynenko
Publisher: CRC Press
Total Pages: 454
Release: 2018-09-03
Genre: Science
ISBN: 0429811322
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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

Intelligent Control in Drying
Author: Alex Martynenko
Publisher: CRC Press
Total Pages: 463
Release: 2018-09-03
Genre: Science
ISBN: 0429811314
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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

Artificial Intelligence Trends in Systems
Author: Radek Silhavy
Publisher: Springer Nature
Total Pages: 627
Release: 2022-07-07
Genre: Technology & Engineering
ISBN: 3031090764
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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

Mathematics—Advances in Research and Application: 2012 Edition
Author:
Publisher: ScholarlyEditions
Total Pages: 1637
Release: 2012-12-26
Genre: Mathematics
ISBN: 1464990719
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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

Informatics and Cybernetics in Intelligent Systems
Author: Radek Silhavy
Publisher: Springer Nature
Total Pages: 736
Release: 2021-07-15
Genre: Technology & Engineering
ISBN: 3030774481
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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.

Handbook of Industrial Drying, Fourth Edition

Handbook of Industrial Drying, Fourth Edition
Author: Arun S. Mujumdar
Publisher: CRC Press
Total Pages: 1350
Release: 2014-07-11
Genre: Technology & Engineering
ISBN: 1466596651
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By far the most commonly encountered and energy-intensive unit operation in almost all industrial sectors, industrial drying continues to attract the interest of scientists, researchers, and engineers. The Handbook of Industrial Drying, Fourth Edition not only delivers a comprehensive treatment of the current state of the art, but also serves as a consultative reference for streamlining industrial drying operations. New to the Fourth Edition: Computational fluid dynamic simulation Solar, impingement, and pulse combustion drying Drying of fruits, vegetables, sugar, biomass, and coal Physicochemical aspects of sludge drying Life-cycle assessment of drying systems Covering commonly encountered dryers as well as innovative dryers with future potential, the Handbook of Industrial Drying, Fourth Edition not only details the latest developments in the field, but also explains how improvements in dryer design and operation can increase energy efficiency and cost-effectiveness.

Microelectronics, Communication Systems, Machine Learning and Internet of Things

Microelectronics, Communication Systems, Machine Learning and Internet of Things
Author: Vijay Nath
Publisher: Springer Nature
Total Pages: 698
Release: 2022-07-11
Genre: Technology & Engineering
ISBN: 9811919062
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This volume presents peer-reviewed papers of the First International Conference on Microelectronics, Communication Systems, Machine Learning, and the Internet of Things (MCMI-2020). This book discusses recent trends in technology and advancement in microelectronics, nano-electronics, VLSI design, IC technologies, wireless communications, optical communications, SoC, advanced instrumentations, signal processing, internet of things, machine learning, image processing, green energy, hybrid vehicles, weather forecasting, cloud computing, renewable energy, CMOS sensors, actuators, RFID, transducers, real-time embedded system, sensor network and applications, EDA design tools and techniques, fuzzy logic & artificial intelligence, high-performance computer architecture, AI-based robotics & applications, brain-computer interface, deep learning, advanced operating systems, supply chain development & monitoring, physical systems design, ICT applications, e-farming, information security, etc. It includes original papers based on theoretical, practical, experimental, simulations, development, application, measurement, and testing. The applications and solutions discussed in the book will serve as good reference material for young scholars, researchers, and academics.

Food Process Engineering

Food Process Engineering
Author: Murlidhar Meghwal
Publisher: CRC Press
Total Pages: 384
Release: 2016-12-08
Genre: Science
ISBN: 131534193X
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This book provides a global perspective of present-age frontiers in food process engineering research, innovation, and emerging trends. It provides an abundance of new information on a variety of issues and problems in food processing technology. Divided into five parts, the book presents new research on new trends and technologies in food processing, ultrasonic treatment of foods, foods for specific needs, food preservation, and food hazards and their controls.