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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.


Systems Modeling and Intelligent Control of Meat Drying Process

Systems Modeling and Intelligent Control of Meat Drying Process
Author: Hong Ma
Publisher:
Total Pages:
Release: 2015
Genre:
ISBN:

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The main objectives of this thesis are to develop a system model and an intelligent controller for the meat drying process, which can provide better control accuracy than the proportional-integral-derivative (PID) control system. In a meat drying room, important environment variables of temperature and relative humidity are coupled by a nonlinear relationship. Therefore, the design of a nonlinear, intelligent controller is required. The meat drying room system model encompasses both the plant model and the coupling model between temperature and relative humidity. The proposed intelligent controller uses a fuzzy PID control method and a PI-like fuzzy logic control method to limit the fluctuations in the meat drying system. Results show that the performances of the proposed fuzzy PID and PI-like fuzzy control systems are superior in terms of relative humidity control accuracy.


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.


Handbook of Industrial Drying

Handbook of Industrial Drying
Author: Arun S. Mujumdar
Publisher: CRC Press
Total Pages: 1334
Release: 2014-07-11
Genre: Science
ISBN: 146659666X

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This Fourth Edition book includes 12 new chapters covering computational fluid dynamic simulation; solar, impingement, and pulse combustion drying; drying of fruits, vegetables, sugar, biomass, and coal; physicochemical aspects of sludge drying; and life-cycle assessment of drying systems. Addressing commonly encountered dryers as well as innovative dryers with future potential, the fully revised text 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 to increase energy efficiency and cost-effectiveness.


Food Drying Science and Technology

Food Drying Science and Technology
Author: Yiu H. Hui
Publisher: DEStech Publications, Inc
Total Pages: 809
Release: 2008
Genre: Business & Economics
ISBN: 1932078568

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A guide to the major food drying techniques and equipment. It features technologies for meats, fruits, vegetables, and seafood. It covers microbial issues and safety. It includes designs for drying systems and manufacturing lines, and information on microbial safety, preservation, and packaging.


Handbook of Industrial Drying, Second Edition, Revised and Expanded

Handbook of Industrial Drying, Second Edition, Revised and Expanded
Author: A. S. Mujumdar
Publisher: CRC Press
Total Pages: 710
Release: 1995-02-22
Genre: Science
ISBN: 9780824796440

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Drying of pharmaceutical products, drying of biotechnologicl products, drying of peat and biofuels, druing of fibrous materials, drying ofpulp and paper, of wood and wood products, drying in mineral proces sing, modeling, measurements, and efficeiencies of infrared eryers for paper drying, drying of coal, drying of coated webs, drying of polymersupeheated stema drying, dryer feeder systems, dryer emision control systems, cost estimation methods for dryers, energy aspects in drying safeth aspects of industrial dryers, humidity measurements, control of industrial dryers.


Algorithms and Architectures for Parallel Processing

Algorithms and Architectures for Parallel Processing
Author: Yongxuan Lai
Publisher: Springer Nature
Total Pages: 757
Release: 2022-02-22
Genre: Computers
ISBN: 3030953882

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The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.


Artificial Intelligence Technologies and Applications

Artificial Intelligence Technologies and Applications
Author: C. Chen
Publisher: IOS Press
Total Pages: 1158
Release: 2024-02-15
Genre: Computers
ISBN: 164368485X

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Artificial Intelligence (AI) is rapidly becoming an inescapable part of modern life, and the fact that AI technologies and applications will inevitably bring about significant changes in many industries and economies worldwide means that this field of research is currently attracting great interest. This book presents the proceedings of ICAITA 2023, the 5th International Conference on Artificial Intelligence Technologies and Applications, held as a hybrid event from 30 June to 2 July 2023 in Changchun, China. The conference provided an international forum for academic communication between experts and scholars in the field of AI, promoting the interchange of scientific information between participants and establishing connections which may lead to collaboration, research, and development activities in related fields. The 126 papers included here were selected following a thorough review process and are divided into 4 sections, covering AI simulation and mechatronics; intelligent network architecture and system monitoring; intelligent algorithm modeling and numerical analysis; and intelligent graph recognition and information processing. Topics addressed include artificial neural networks, computational theories of learning, intelligent system architectures, pervasive computing and ambient intelligence, and fuzzy logic and methods. Covering a wide range of topics and applications current in AI research, the book will be of interest to all those working in the field.


Industrial Heat Pump-Assisted Wood Drying

Industrial Heat Pump-Assisted Wood Drying
Author: Vasile Minea
Publisher: CRC Press
Total Pages: 892
Release: 2018-08-06
Genre: Science
ISBN: 0429874057

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This book discusses conventional as well as unconventional wood drying technologies. It covers fundamental thermophysical and energetic aspects and integrates two complex thermodynamic systems, conventional kilns and heat pumps, aimed at improving the energy performance of dryers and the final quality of dried lumber. It discusses advanced components, kiln energy requirements, modeling, and software and emphasizes dryer/heat pump optimum coupling, control, and energy efficiency. Problems are included in most chapters as practical, numerical examples for process and system/components calculation and design. The book presents promising advancements and R&D challenges and future requirements.