Artificial Intelligence in Process Engineering

Content: 
Front Matter, Page iii
Copyright, Page iv
Contributors, Pages ix-x
Preface, Pages xi-xiv, Michael L. Mavrovouniotis
1 - Qualitative Modeling of Chemical Reaction Systems, Pages 1-36, D.T. DALLE MOLLE, T.F. EDGAR
2 - Use of Qualitative Models in Discrete Event Simulation to Analyze Malfunctions in Processing Systems, Pages 37-79, JANE T. MALIN, BRYAN D. BASHAM, RICHARD A. HARRIS
3 - An Expert System for Diagnosis of a Sequential, PLC-Controlled Operation, Pages 81-122, DOUGLAS R. MYERS, JAMES F. DAVIS, CHARLES E. HURLEY II
4 - Fault Detection and Diagnosis Using Artificial Neural Networks, Pages 123-160, JOSIAH C. HOSKINS, DAVID M. HIMMELBLAU
5 - A Modular Approach to Multiple Faults Diagnosis, Pages 161-187, EDUARDO MORALES, HECTOR GARCIA
6 - Modeling Real-World Processes: Deep and Shallow Knowledge Integrated with Approximate Reasoning in a Diagnostic Expert System, Pages 189-221, A. D\'AMBROSIO
7 - XIMKON—An Expert Simulation and Control Program, Pages 223-265, A. FERIT KONAR, BHAVANI M. THURAISINGHAM, PAUL E. FELIX
8 - Exothermic Batch Chemical Reactor Automation via Expert System, Pages 267-294, DANIEL R. LEWIN, RAM LAVIE
9 - Design of Protein Purification Processes by Heuristic Search, Pages 295-310, CHARLES A. SILETTI
10 - An Adaptive Heuristic-Based System for Synthesis of Complex Separation Sequences, Pages 311-361, Y.W. HUANG, L.T. FAN
Index, Pages 363-367