Cover for Artificial Intelligence in Process Engineering

Artificial Intelligence in Process Engineering

Book1990

Edited by:

MICHAEL L. MAVROVOUNIOTIS

Artificial Intelligence in Process Engineering

Book1990

 

Cover for Artificial Intelligence in Process Engineering

Edited by:

MICHAEL L. MAVROVOUNIOTIS

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Artificial Intelligence in Process Engineering aims to present a diverse sample of Artificial Intelligence (AI) applications in process engineering. The book contains contribution ... read full description

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Table of contents

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  2. Book chapterNo access

    1 - Qualitative Modeling of Chemical Reaction Systems

    D.T. DALLE MOLLE and T.F. EDGAR

    Pages 1-36

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    2 - Use of Qualitative Models in Discrete Event Simulation to Analyze Malfunctions in Processing Systems

    JANE T. MALIN, BRYAN D. BASHAM and RICHARD A. HARRIS

    Pages 37-79

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    3 - An Expert System for Diagnosis of a Sequential, PLC-Controlled Operation

    DOUGLAS R. MYERS, JAMES F. DAVIS and CHARLES E. HURLEY

    Pages 81-122

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    4 - Fault Detection and Diagnosis Using Artificial Neural Networks

    JOSIAH C. HOSKINS and DAVID M. HIMMELBLAU

    Pages 123-160

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    5 - A Modular Approach to Multiple Faults Diagnosis

    EDUARDO MORALES and HECTOR GARCIA

    Pages 161-187

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    6 - Modeling Real-World Processes: Deep and Shallow Knowledge Integrated with Approximate Reasoning in a Diagnostic Expert System

    A. D'AMBROSIO

    Pages 189-221

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    7 - XIMKON—An Expert Simulation and Control Program

    A. FERIT KONAR, BHAVANI M. THURAISINGHAM and PAUL E. FELIX

    Pages 223-265

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    8 - Exothermic Batch Chemical Reactor Automation via Expert System

    DANIEL R. LEWIN and RAM LAVIE

    Pages 267-294

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    9 - Design of Protein Purification Processes by Heuristic Search

    CHARLES A. SILETTI

    Pages 295-310

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    10 - An Adaptive Heuristic-Based System for Synthesis of Complex Separation Sequences

    Y.W. HUANG and L.T. FAN

    Pages 311-361

  12. Book chapterNo access

    Index

    Pages 363-367

About the book

Description

Artificial Intelligence in Process Engineering aims to present a diverse sample of Artificial Intelligence (AI) applications in process engineering. The book contains contributions, selected by the editors based on educational value and diversity of AI methods and process engineering application domains. Topics discussed in the text include the use of qualitative reasoning for modeling and simulation of chemical systems; the use of qualitative models in discrete event simulation to analyze malfunctions in processing systems; and the diagnosis of faults in processes that are controlled by Programmable Logic Controllers. There are also debates on the issue of quantitative versus qualitative information. The control of batch processes, a design of a system that synthesizes bioseparation processes, and process design in the domain of chemical (rather than biochemical) systems are likewise covered in the text. This publication will be of value to industrial engineers and process engineers and researchers.

Artificial Intelligence in Process Engineering aims to present a diverse sample of Artificial Intelligence (AI) applications in process engineering. The book contains contributions, selected by the editors based on educational value and diversity of AI methods and process engineering application domains. Topics discussed in the text include the use of qualitative reasoning for modeling and simulation of chemical systems; the use of qualitative models in discrete event simulation to analyze malfunctions in processing systems; and the diagnosis of faults in processes that are controlled by Programmable Logic Controllers. There are also debates on the issue of quantitative versus qualitative information. The control of batch processes, a design of a system that synthesizes bioseparation processes, and process design in the domain of chemical (rather than biochemical) systems are likewise covered in the text. This publication will be of value to industrial engineers and process engineers and researchers.

Details

ISBN

978-0-12-480575-0

Language

English

Published

1990

Copyright

Copyright © 1990 Elsevier Inc. All rights reserved.

Imprint

Academic Press

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Editors

MICHAEL L. MAVROVOUNIOTIS

Chemical Engineering and Systems Research Center, University of Maryland, College Park, Maryland