Intelligent systems in process engineering. Paradigms from process operations / Part II, (1995)

• Record Type: Book
• Other Titles: Paradigms from process operations
• Further Information: Note: Edited by George Stephanopoulos, Chonghun Han.
• Other Names: Stephanopoulos, George; Han, Chonghun
• Contents: Front Cover; Advcances in Chemical Engineering, Volume 22; Copyright Page; Contents; Contributors to Volume 22; Prologue; Chapter 1. Nonmonotonic Reasoning: The Synthesis of Operating Procedures in Chemical Plants; I. Introduction; II. HierarchicalModeling of Processes and Operations; III. Nonmonotonic Planning; IV. Illustrations of Modeling and Nonmonotonic Operations Planning; V. Revamping Process Designs to Ensure Feasibility of Operating Procedures; VI. Summary and Conclusions; References; Chapter 2. Inductive and Analogic Learning: Data-Driven Improvement of Process Operations. I. IntroductionII. General Problem Statement and Scope of the Learning Task; III. A Generic Framework to Describe Learning Procedures; IV. Learning with Categorical Performance Metrics; V. Continuous Performance Metrics; VI. Systems with Multiple Operational Objectives; VII. Complex Systems with Internal Structure; VIII. Summary and Conclusions; References; Chapter 3. Empirical Learning through Neural Networks: The Wave-Net Solution; I. Introduction; II. Formulation of the Functional Estimation Problem; III. Solution to the Functional Estimation Problem. IV. Applications of the Learning AlgorithmV. Conclusions; VI. Appendices; References; Chapter 4. Reasoning in Time: Modeling, Analysis, and Pattern Recognition of Temporal Process Trends; I. Introduction; II. Formal Representation of Process Trends; III. Wavelet Decomposition: Extraction of Trends at Multiple Scales; IV. Compression of Process Data through Feature Extraction and Functional Approximation; V. Recognition of Temporal Patterns for Diagnosis and Control; VI. Summary and Conclusions; References. Chapter 5. Intelligence in Numerical Computing: Improving Batch Scheduling Algorithms through Explanation-Based LearningI. Introduction; II. Formal Description of Branch-and-Bound Framework; III. The Use of Problem-Solving Experience in Synthesizing New Control Knowledge; IV. Representation; V. Learning; VI. Conclusions; References; Index; Contents of Volume in This Serial.
• Publisher Details: San Diego : Academic Press
• Publication Date: 1995
• Extent: 1 online resource (xxxi, 313-625 pages), illustrations
• Subjects: 660/.2815; Chemical process control; Intelligent control systems; Chemical process control -- Congresses; Chemical process control; Intelligent control systems -- Congresses; Intelligent control systems; TECHNOLOGY & ENGINEERING -- Chemical & Biochemical; SCIENCE -- Chemistry -- Industrial & Technical; Chemical process control; Intelligent control systems; Electronic books
• Languages: English
• ISBNs: 9780080565699; 0080565697; 0120085224; 9780120085224
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.