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Intelligent systems in process engineering : paradigms from design and operations

Author: George Stephanopoulos; Chonghun Han
Publisher: San Diego : Academic Press, ©1996.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This volume shows how artificial intelligence techniques can be used for solving ten distinct engineering problems. These solutions are implemented with computer-aided systems, which are endowed with  Read more...

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Document Type: Book
All Authors / Contributors: George Stephanopoulos; Chonghun Han
ISBN: 0126662401 9780126662405
OCLC Number: 33360172
Description: xxxi, 625 pages : illustrations ; 23 cm
Contents: Modelling languages - declarative and imperative descriptions of chemical reactions and processing systems, C.J. Nagel et al; automation in design - the conceptual synthesis of chemical processing schemes, C. Han et al; symbolic and quantitative reasoning - design of reaction pathways through recursive satisfaction of constraints, M.L. Mavrovouniotis; inductive and deductive reasoning - the case of identifying potential hazards in chemical processes, C.J. Nagel and G. Stephanopoulos; searching spaces of discrete solutions - the design of molecules possessing desired physical properties, K.G. Joback and G. Stephanopoulos; non-monotonic reasoning - the synthesis of operating procedures in chemical plants, C.Han et al; inductive and analogic learning - data-driven improvement of process operations, P.M. Saraiva; empirical learning through neural networks - the wave-net solution, A. Koulouris et al; reasoning in time - modelling, analysis and pattern recognition of temporal process trends, B.R. Bakshi and G. Stephanopoulos; intelligence in numerical computing - improving batch sceduling algorithms through explanation-based learning, M.J. Realff.
Responsibility: edited by George Stephanopoulos, Chonghun Han.

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