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Intelligent Systems In Process Engineering Part Ii Paradigms From Process Operations

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Publisher: Academic Press
ISBN: 9780080565699
Size: 19.16 MB
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Volumes 21 and 22 of Advances in Chemical Engineering contain ten prototypical paradigms which integrate ideas and methodologies from artificial intelligence with those from operations research, estimation andcontrol theory, and statistics. Each paradigm has been constructed around an engineering problem, e.g. product design, process design, process operations monitoring, planning, scheduling, or control. Along with the engineering problem, each paradigm advances a specific methodological theme from AI, such as: modeling languages; automation in design; symbolic and quantitative reasoning; inductive and deductive reasoning; searching spaces of discrete solutions; non-monotonic reasoning; analogical learning;empirical learning through neural networks; reasoning in time; and logic in numerical computing. Together the ten paradigms of the two volumes indicate how computers can expand the scope, type, and amount of knowledge that can be articulated and used in solving a broad range of engineering problems. Sets the foundations for the development of computer-aided tools for solving a number of distinct engineering problems Exposes the reader to a variety of AI techniques in automatic modeling, searching, reasoning, and learning The product of ten-years experience in integrating AI into process engineering Offers expanded and realistic formulations of real-world problems

Intelligent Systems In Process Engineering Part I Paradigms From Product And Process Design

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Publisher: Academic Press
ISBN: 9780080565682
Size: 69.83 MB
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Volumes 21 and 22 of Advances in Chemical Engineering contain ten prototypical paradigms which integrate ideas and methodologies from artificial intelligence with those from operations research, estimation andcontrol theory, and statistics. Each paradigm has been constructed around an engineering problem, e.g. product design, process design, process operations monitoring, planning, scheduling, or control. Along with the engineering problem, each paradigm advances a specific methodological theme from AI, such as: modeling languages; automation in design; symbolic and quantitative reasoning; inductive and deductive reasoning; searching spaces of discrete solutions; non-monotonic reasoning; analogical learning;empirical learning through neural networks; reasoning in time; and logic in numerical computing. Together the ten paradigms of the two volumes indicate how computers can expand the scope, type, and amount of knowledge that can be articulated and used in solving a broad range of engineering problems. Sets the foundations for the development of computer-aided tools for solving a number of distinct engineering problems Exposes the reader to a variety of AI techniques in automatic modeling, searching, reasoning, and learning The product of ten-years experience in integrating AI into process engineering Offers expanded and realistic formulations of real-world problems

Intelligent Systems In Process Engineering Part I Paradigms From Product And Process Design

Author: George Stephanopoulos
Publisher:
ISBN: 9780120085217
Size: 28.41 MB
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Volumes 21 and 22 of Advances in Chemical Engineering contain ten prototypical paradigms which integrate ideas and methodologies from artificial intelligence with those from operations research, estimation andcontrol theory, and statistics. Each paradigm has been constructed around an engineering problem, e.g. product design, process design, process operations monitoring, planning, scheduling, or control. Along with the engineering problem, each paradigm advances a specific methodological theme from AI, such as: modeling languages; automation in design; symbolic and quantitative reasoning; inductive and deductive reasoning; searching spaces of discrete solutions; non-monotonic reasoning; analogical learning;empirical learning through neural networks; reasoning in time; and logic in numerical computing. Together the ten paradigms of the two volumes indicate how computers can expand the scope, type, and amount of knowledge that can be articulated and used in solving a broad range of engineering problems. Key Features * Sets the foundations for the development of computer-aided tools for solving a number of distinct engineering problems * Exposes the reader to a variety of AI techniques in automatic modeling, searching, reasoning, and learning * The product of ten-years experience in integrating AI into process engineering * Offers expanded and realistic formulations of real-world problems

Scientific Computing In Chemical Engineering Ii

Author: Frerich Keil
Publisher: Springer Science & Business Media
ISBN: 9783540658511
Size: 11.89 MB
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The application of modern methods in numerical mathematics on problems in chemical engineering is essential for designing, analyzing and running chemical processes and even entire plants. Scientific Computing in Chemical Engineering II gives the state of the art from the point of view of numerical mathematicians as well as that of engineers. The present volume as part of a two-volume edition covers topics such as computer-aided process design, combustion and flame, image processing, optimization, control, and neural networks. The volume is aimed at scientists, practitioners and graduate students in chemical engineering, industrial engineering and numerical mathematics.

Statistical Practice In Business And Industry

Author: Shirley Coleman
Publisher: John Wiley & Sons
ISBN: 0470997478
Size: 59.21 MB
Format: PDF
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This book covers all the latest advances, as well as more established methods, in the application of statistical and optimisation methods within modern industry. These include applications from a range of industries that include micro-electronics, chemical, automotive, engineering, food, component assembly, household goods and plastics. Methods range from basic graphical approaches to generalised modelling, from designed experiments to process control. Solutions cover produce and process design, through manufacture to packaging and delivery, from single responses to multivariate problems.

Aiche Symposium Series

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Publisher:
ISBN: 9780816907762
Size: 70.69 MB
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Rapid advances have brought computer-integrated process operations technologies to the forefront of corporate management as Enterprise Resource Planning (ERP) systems, according to editors Pekny (Purdue U.) and Blau (Dow AgroSciences). A keynote address (one of two) on innovating chemical plant operations by applying advanced technology and management sets the tone for the July 1993 conference. The 57 papers address: plant-wide optimization, product integrity/quality, planning and scheduling, environmental issues, next generation enabling technology, control/dynamics, identification/diagnosis, design, and information systems.