Dynamic Process Modeling

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Dynamic Process Modeling

Anonim
Dynamic Process Modeling Book PDF

Author : Anonim
Publisher : John Wiley & Sons
Page : 628 pages
File Size : 42,9 Mb
Release : 2013-10-02
Category : Technology & Engineering
ISBN : 9783527631346

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Dynamic Process Modeling by Anonim Pdf

Inspired by the leading authority in the field, the Centre for Process Systems Engineering at Imperial College London, this book includes theoretical developments, algorithms, methodologies and tools in process systems engineering and applications from the chemical, energy, molecular, biomedical and other areas. It spans a whole range of length scales seen in manufacturing industries, from molecular and nanoscale phenomena to enterprise-wide optimization and control. As such, this will appeal to a broad readership, since the topic applies not only to all technical processes but also due to the interdisciplinary expertise required to solve the challenge. The ultimate reference work for years to come.

Modelling and Control of Dynamic Systems Using Gaussian Process Models

Juš Kocijan
Modelling and Control of Dynamic Systems Using Gaussian Process Models Book PDF

Author : Juš Kocijan
Publisher : Springer
Page : 267 pages
File Size : 45,6 Mb
Release : 2015-11-21
Category : Technology & Engineering
ISBN : 9783319210216

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Modelling and Control of Dynamic Systems Using Gaussian Process Models by Juš Kocijan Pdf

This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of this recent development in probabilistic machine-learning methods and gives the reader an intuitive understanding of the topic. The current state of the art is treated along with possible future directions for research. Systems control design relies on mathematical models and these may be developed from measurement data. This process of system identification, when based on GP models, can play an integral part of control design in data-based control and its description as such is an essential aspect of the text. The background of GP regression is introduced first with system identification and incorporation of prior knowledge then leading into full-blown control. The book is illustrated by extensive use of examples, line drawings, and graphical presentation of computer-simulation results and plant measurements. The research results presented are applied in real-life case studies drawn from successful applications including: a gas–liquid separator control; urban-traffic signal modelling and reconstruction; and prediction of atmospheric ozone concentration. A MATLAB® toolbox, for identification and simulation of dynamic GP models is provided for download.

Dynamic Modeling of Transport Process Systems

C. A. Silebi,William E. Schiesser
Dynamic Modeling of Transport Process Systems Book PDF

Author : C. A. Silebi,William E. Schiesser
Publisher : Elsevier
Page : 518 pages
File Size : 52,7 Mb
Release : 2012-12-02
Category : Science
ISBN : 9780080925820

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Dynamic Modeling of Transport Process Systems by C. A. Silebi,William E. Schiesser Pdf

This book presents a methodology for the development and computer implementation of dynamic models for transport process systems. Rather than developing the general equations of transport phenomena, it develops the equations required specifically for each new example application. These equations are generally of two types: ordinary differential equations (ODEs) and partial differential equations (PDEs) for which time is an independent variable. The computer-based methodology presented is general purpose and can be applied to most applications requiring the numerical integration of initial-value ODEs/PDEs. A set of approximately two hundred applications of ODEs and PDEs developed by the authors are listed in Appendix 8.

Process Dynamics

B. Wayne Bequette
Process Dynamics Book PDF

Author : B. Wayne Bequette
Publisher : Pearson
Page : 648 pages
File Size : 44,7 Mb
Release : 1998
Category : Mathematics
ISBN : STANFORD:36105020157231

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Process Dynamics by B. Wayne Bequette Pdf

Suitable as a text for Chemical Process Dynamics or Introductory Chemical Process Control courses at the junior/senior level. This book aims to provide an introduction to the modeling, analysis, and simulation of the dynamic behavior of chemical processes.

Dynamic Modeling

Bruce Hannon,Matthias Ruth
Dynamic Modeling Book PDF

Author : Bruce Hannon,Matthias Ruth
Publisher : Springer Science & Business Media
Page : 247 pages
File Size : 43,8 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9781468402247

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Dynamic Modeling by Bruce Hannon,Matthias Ruth Pdf

Dynamic Modeling introduces an approach to modeling that makes it a more practical, intuitive endeavour. The book enables readers to convert their understanding of a phenomenon to a computer model, and then to run the model and let it yield the inevitable dynamic consequences built into the structure of the model. Part I provides an introduction to modeling dynamic systems, while Part II offers general methods for modeling. Parts III through to VIII then apply these methods to model real-world phenomena from chemistry, genetics, ecology, economics, and engineering. To develop and execute dynamic simulation models, Dynamic Modeling comes with STELLA II run- time software for Windows-based computers, as well as computer files of sample models used in the book. A clear, approachable introduction to the modeling process, of interest in any field where real problems can be illuminated by computer simulation.

Dynamic Modeling for Business Management

Bernard McGarvey,Bruce Hannon
Dynamic Modeling for Business Management Book PDF

Author : Bernard McGarvey,Bruce Hannon
Publisher : Springer Science & Business Media
Page : 308 pages
File Size : 46,7 Mb
Release : 2006-05-04
Category : Mathematics
ISBN : 9780387215563

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Dynamic Modeling for Business Management by Bernard McGarvey,Bruce Hannon Pdf

Modelling is a tool used by savvy business managers to understand the processes of their business and to estimate the impact of changes. Dynamic Modelling for Business Management applies dynamic modelling to business management, using accessible modelling techniques that are demonstrated starting with fundamental processes and advancing to more complex business models. Discussions of modelling emphasize its practical use for decision making and implementing change for measurable results. Readers will learn about both manufacturing and service-oriented business processes using hands-on lessons. Then will then be able to manipulate additional models to try out their knowledge and address issues specific to their own businesses and interests. Some of the topics covered include workflow management, supply-chain-management, and strategy.

Process Modelling and Model Analysis

Ian T. Cameron,Katalin Hangos
Process Modelling and Model Analysis Book PDF

Author : Ian T. Cameron,Katalin Hangos
Publisher : Elsevier
Page : 543 pages
File Size : 53,6 Mb
Release : 2001-05-23
Category : Technology & Engineering
ISBN : 9780080514925

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Process Modelling and Model Analysis by Ian T. Cameron,Katalin Hangos Pdf

Process Modelling and Model Analysis describes the use of models in process engineering. Process engineering is all about manufacturing--of just about anything! To manage processing and manufacturing systematically, the engineer has to bring together many different techniques and analyses of the interaction between various aspects of the process. For example, process engineers would apply models to perform feasibility analyses of novel process designs, assess environmental impact, and detect potential hazards or accidents. To manage complex systems and enable process design, the behavior of systems is reduced to simple mathematical forms. This book provides a systematic approach to the mathematical development of process models and explains how to analyze those models. Additionally, there is a comprehensive bibliography for further reading, a question and answer section, and an accompanying Web site developed by the authors with additional data and exercises. Introduces a structured modeling methodology emphasizing the importance of the modeling goal and including key steps such as model verification, calibration, and validation Focuses on novel and advanced modeling techniques such as discrete, hybrid, hierarchical, and empirical modeling Illustrates the notions, tools, and techniques of process modeling with examples and advances applications

Modeling Dynamic Climate Systems

Walter A. Robinson
Modeling Dynamic Climate Systems Book PDF

Author : Walter A. Robinson
Publisher : Springer Science & Business Media
Page : 277 pages
File Size : 44,7 Mb
Release : 2013-03-09
Category : Science
ISBN : 9781461301134

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Modeling Dynamic Climate Systems by Walter A. Robinson Pdf

In the process of building and using models to comprehend the dynamics of the atmosphere, ocean and climate, the reader will learn how the different components of climate systems function, interact with each other, and vary over time. Topics include the stability of climate, Earths energy balance, parcel dynamics in the atmosphere, the mechanisms of heat transport in the climate system, and mechanisms of climate variability. Special attention is given to the effects of climate change.

Dynamic Models in Biology

Stephen P. Ellner,John Guckenheimer
Dynamic Models in Biology Book PDF

Author : Stephen P. Ellner,John Guckenheimer
Publisher : Princeton University Press
Page : 352 pages
File Size : 53,8 Mb
Release : 2011-09-19
Category : Science
ISBN : 9781400840960

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Dynamic Models in Biology by Stephen P. Ellner,John Guckenheimer Pdf

From controlling disease outbreaks to predicting heart attacks, dynamic models are increasingly crucial for understanding biological processes. Many universities are starting undergraduate programs in computational biology to introduce students to this rapidly growing field. In Dynamic Models in Biology, the first text on dynamic models specifically written for undergraduate students in the biological sciences, ecologist Stephen Ellner and mathematician John Guckenheimer teach students how to understand, build, and use dynamic models in biology. Developed from a course taught by Ellner and Guckenheimer at Cornell University, the book is organized around biological applications, with mathematics and computing developed through case studies at the molecular, cellular, and population levels. The authors cover both simple analytic models--the sort usually found in mathematical biology texts--and the complex computational models now used by both biologists and mathematicians. Linked to a Web site with computer-lab materials and exercises, Dynamic Models in Biology is a major new introduction to dynamic models for students in the biological sciences, mathematics, and engineering.

Dynamic Modeling of Environmental Systems

Michael L. Deaton,James J. Winebrake
Dynamic Modeling of Environmental Systems Book PDF

Author : Michael L. Deaton,James J. Winebrake
Publisher : Springer Science & Business Media
Page : 210 pages
File Size : 51,9 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461213000

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Dynamic Modeling of Environmental Systems by Michael L. Deaton,James J. Winebrake Pdf

A primer on modeling concepts and applications that is specifically geared toward the environmental field. Sections on modeling terminology, the uses of models, the model-building process, and the interpretation of output provide the foundation for detailed applications. After an introduction to the basics of dynamic modeling, the book leads students through an analysis of several environmental problems, including surface-water pollution, matter-cycling disruptions, and global warming. The scientific and technical context is provided for each problem, and the methods for analyzing and designing appropriate modeling approaches is provided. While the mathematical content does not exceed the level of a first-semester calculus course, the book gives students all of the background, examples, and practice exercises needed both to use and understand environmental modeling. It is suitable for upper-level undergraduate and beginning-graduate level environmental professionals seeking an introduction to modeling in their field.

Handbook of Research on Complex Dynamic Process Management: Techniques for Adaptability in Turbulent Environments

Wang, Minhong,Sun, Zhaohao
Handbook of Research on Complex Dynamic Process Management Techniques for Adaptability in Turbulent Environments Book PDF

Author : Wang, Minhong,Sun, Zhaohao
Publisher : IGI Global
Page : 692 pages
File Size : 49,6 Mb
Release : 2009-07-31
Category : Education
ISBN : 9781605666709

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Handbook of Research on Complex Dynamic Process Management: Techniques for Adaptability in Turbulent Environments by Wang, Minhong,Sun, Zhaohao Pdf

Investigates the nature and history of dynamic processes essential to understanding the need for flexibility and adaptability as well as the requirements to improve solutions.

Process Modelling and Simulation

César de Prada,Constantinos Pantelides,José Luis Pitarch
Process Modelling and Simulation Book PDF

Author : César de Prada,Constantinos Pantelides,José Luis Pitarch
Publisher : MDPI
Page : 298 pages
File Size : 52,9 Mb
Release : 2019-09-23
Category : Technology & Engineering
ISBN : 9783039214556

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Process Modelling and Simulation by César de Prada,Constantinos Pantelides,José Luis Pitarch Pdf

Since process models are nowadays ubiquitous in many applications, the challenges and alternatives related to their development, validation, and efficient use have become more apparent. In addition, the massive amounts of both offline and online data available today open the door for new applications and solutions. However, transforming data into useful models and information in the context of the process industry or of bio-systems requires specific approaches and considerations such as new modelling methodologies incorporating the complex, stochastic, hybrid and distributed nature of many processes in particular. The same can be said about the tools and software environments used to describe, code, and solve such models for their further exploitation. Going well beyond mere simulation tools, these advanced tools offer a software suite built around the models, facilitating tasks such as experiment design, parameter estimation, model initialization, validation, analysis, size reduction, discretization, optimization, distributed computation, co-simulation, etc. This Special Issue collects novel developments in these topics in order to address the challenges brought by the use of models in their different facets, and to reflect state of the art developments in methods, tools and industrial applications.

Weighted Empirical Processes in Dynamic Nonlinear Models

Hira L. Koul
Weighted Empirical Processes in Dynamic Nonlinear Models Book PDF

Author : Hira L. Koul
Publisher : Springer Science & Business Media
Page : 454 pages
File Size : 48,7 Mb
Release : 2002-06-13
Category : Mathematics
ISBN : 0387954767

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Weighted Empirical Processes in Dynamic Nonlinear Models by Hira L. Koul Pdf

This book presents a unified approach for obtaining the limiting distributions of minimum distance. It discusses classes of goodness-of-t tests for fitting an error distribution in some of these models and/or fitting a regression-autoregressive function without assuming the knowledge of the error distribution. The main tool is the asymptotic equi-continuity of certain basic weighted residual empirical processes in the uniform and L2 metrics.

Process Dynamics and Control

Brian Roffel,Ben Betlem
Process Dynamics and Control Book PDF

Author : Brian Roffel,Ben Betlem
Publisher : John Wiley & Sons
Page : 560 pages
File Size : 43,9 Mb
Release : 2007-01-11
Category : Technology & Engineering
ISBN : 9780470058770

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Process Dynamics and Control by Brian Roffel,Ben Betlem Pdf

Offering a different approach to other textbooks in the area, this book is a comprehensive introduction to the subject divided in three broad parts. The first part deals with building physical models, the second part with developing empirical models and the final part discusses developing process control solutions. Theory is discussed where needed to ensure students have a full understanding of key techniques that are used to solve a modeling problem. Hallmark Features: Includes worked out examples of processes where the theory learned early on in the text can be applied. Uses MATLAB simulation examples of all processes and modeling techniques- further information on MATLAB can be obtained from www.mathworks.com Includes supplementary website to include further references, worked examples and figures from the book This book is structured and aimed at upper level undergraduate students within chemical engineering and other engineering disciplines looking for a comprehensive introduction to the subject. It is also of use to practitioners of process control where the integrated approach of physical and empirical modeling is particularly valuable.

Modelling and Parameter Estimation of Dynamic Systems

J.R. Raol,G. Girija,J. Singh
Modelling and Parameter Estimation of Dynamic Systems Book PDF

Author : J.R. Raol,G. Girija,J. Singh
Publisher : IET
Page : 405 pages
File Size : 48,8 Mb
Release : 2004-08-13
Category : Mathematics
ISBN : 9780863413636

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Modelling and Parameter Estimation of Dynamic Systems by J.R. Raol,G. Girija,J. Singh Pdf

This book presents a detailed examination of the estimation techniques and modeling problems. The theory is furnished with several illustrations and computer programs to promote better understanding of system modeling and parameter estimation.