Intelligent Systems in Process Engineering Part II: Paradigms from Process Operations

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Author(s): George Stephanopoulos and Chonghun Han (Eds.)
Series: Advances in Chemical Engineering 22
Publisher: Academic Press
Year: 1995

Language: English
Pages: ii-xxxi, 313-620
City: San Diego

Content:
Series Editors
Page ii

Edited by
Page iii

Copyright page
Page iv

Dadication
Page v

Contributors Volume 22
Page xi

Contributors Volume 21
Page xvii

Prologue
Pages xix-xxxi
George Stephanopoulos, Chonghun Han

Nonmonotonic Reasoning: The Synthesis of Operating Procedures in Chemical Plants Original Research Article
Pages 313-376
Chonghun Han, Ramachandran Lakshmanan, Bhavik Bakshi, George Stephanopoulos

Inductive and Analogical Learning: Data-Driven Improvement of Process Operations Original Research Article
Pages 377-435
Pedro M. Saraiva

Empirical Learning Through Neural Networks: The Wave-Net Solution Original Research Article
Pages 437-484
Alexandros Koulouris, Bhavik R. Bakshi, George Stephanopoulos

Reasoning in Time: Modeling, Analysis, and Pattern Recognition of Temporal Process Trends Original Research Article
Pages 485-548
Bhavik R. Bakshi, George Stephanopoulos

Intelligence in Numerical Computing: Improving Batch Scheduling Algorithms Through Explanation-Based Learning Original Research Article
Pages 549-610
Matthew J. Realff

Index
Pages 611-620