Model Development And Optimization
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Dynamic Model Development Methods Theory And Applications
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Author : S. Macchietto
language : en
Publisher: Elsevier
Release Date : 2003-08-04
Dynamic Model Development Methods Theory And Applications written by S. Macchietto and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-04 with Technology & Engineering categories.
Detailed mathematical models are increasingly being used by companies to gain competitive advantage through such applications as model-based process design, control and optimization. Thus, building various types of high quality models for processing systems has become a key activity in Process Engineering. This activity involves the use of several methods and techniques including model solution techniques, nonlinear systems identification, model verification and validation, and optimal design of experiments just to name a few. In turn, several issues and open-ended problems arise within these methods, including, for instance, use of higher-order information in establishing parameter estimates, establishing metrics for model credibility, and extending experiment design to the dynamic situation. The material covered in this book is aimed at allowing easier development and full use of detailed and high fidelity models. Potential applications of these techniques in all engineering disciplines are abundant, including applications in chemical kinetics and reaction mechanism elucidation, polymer reaction engineering, and physical properties estimation. On the academic side, the book will serve to generate research ideas. - Contains wide coverage of statistical methods applied to process modelling - Serves as a recent compilation of dynamic model building tools - Presents several examples of applying advanced statistical and modelling methods to real process systems problems
Methods And Tools For Efficient Model Based Development Of Cyber Physical Systems With Emphasis On Model And Tool Integration
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Author : Alachew Mengist
language : en
Publisher: Linköping University Electronic Press
Release Date : 2019-08-21
Methods And Tools For Efficient Model Based Development Of Cyber Physical Systems With Emphasis On Model And Tool Integration written by Alachew Mengist and has been published by Linköping University Electronic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-21 with categories.
Model-based tools and methods are playing important roles in the design and analysis of cyber-physical systems before building and testing physical prototypes. The development of increasingly complex CPSs requires the use of multiple tools for different phases of the development lifecycle, which in turn depends on the ability of the supporting tools to interoperate. However, currently no vendor provides comprehensive end-to-end systems engineering tool support across the entire product lifecycle, and no mature solution currently exists for integrating different system modeling and simulation languages, tools and algorithms in the CPSs design process. Thus, modeling and simulation tools are still used separately in industry. The unique challenges in integration of CPSs are a result of the increasing heterogeneity of components and their interactions, increasing size of systems, and essential design requirements from various stakeholders. The corresponding system development involves several specialists in different domains, often using different modeling languages and tools. In order to address the challenges of CPSs and facilitate design of system architecture and design integration of different models, significant progress needs to be made towards model-based integration of multiple design tools, languages, and algorithms into a single integrated modeling and simulation environment. In this thesis we present the need for methods and tools with the aim of developing techniques for numerically stable co-simulation, advanced simulation model analysis, simulation-based optimization, and traceability capability, and making them more accessible to the model-based cyber physical product development process, leading to more efficient simulation. In particular, the contributions of this thesis are as follows: 1) development of a model-based dynamic optimization approach by integrating optimization into the model development process; 2) development of a graphical co-modeling editor and co-simulation framework for modeling, connecting, and unified system simulation of several different modeling tools using the TLM technique; 3) development of a tool-supported method for multidisciplinary collaborative modeling and traceability support throughout the development process for CPSs; 4) development of an advanced simulation modeling analysis tool for more efficient simulation.
Proceedings
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Author :
language : en
Publisher:
Release Date : 1972
Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Human-machine systems categories.
Hybrid Modeling In Process Industries
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Author : Jarka Glassey
language : en
Publisher: CRC Press
Release Date : 2018-02-01
Hybrid Modeling In Process Industries written by Jarka Glassey and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-01 with Science categories.
This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling. It reviews hybrid modeling approach applicability in wide range of process industries, recommends how to increase hybrid model performance and throw Insights into cost efficient practices in modeling techniques Discusses advance process operation maximizing the benefits of available process knowledge and Includes real-life and practical case studies
Process Modeling And Control Of Enhanced Coagulation
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Author : Stephen John Stanley
language : en
Publisher: American Water Works Association
Release Date : 2000
Process Modeling And Control Of Enhanced Coagulation written by Stephen John Stanley and has been published by American Water Works Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Political Science categories.
Develops and evaluates artificial neural network (ANN) models for clarified water turbidity and total organic carbon. Determines which factors are most important in optimizing enhanced coagulation. Also develops protocols for source data analysis, model architecture selection, model training, and model evaluation. Studies the use of ANN models in process control.
Tissue Engineering For The Heart
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Author : Ravi Birla
language : en
Publisher: Springer
Release Date : 2016-09-26
Tissue Engineering For The Heart written by Ravi Birla and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-26 with Science categories.
This book covers the fundamentals of tissue engineering for the heart, starting with the basics of organ generation, sensors in tissue and organ fabrication, and the current state-of-the-art in stem cell engineering for the heart. With this foundation in place, the remaining chapters focus on specific aspects of the cardiovascular system, starting with heart muscle, then biological pumps, followed by bioartificial ventricles, and finally, bioartificial hearts. Throughout the course of this book, twenty-two in-depth case studies are presented. Each case study has been selected to illustrate specific design schemes for tissue and organ fabrication. This is an ideal book for upper-level undergraduate and graduate students studying tissue engineering and organ regeneration, especially those focused on cardiac regeneration. This book also: Includes twenty-two case studies that illustrate specific design schemes for engineering the heart Provides open-ended discussion questions at the end of each chapter as well as a detailed reference list to encourage further research and reading Covers the basics of organ fabrication as well as sensor technology and genetic engineering as they relate to tissue and organ fabrication
Artificial Intelligence And Digitalization For Sustainable Development
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Author : Bereket H. Woldegiorgis
language : en
Publisher: Springer Nature
Release Date : 2023-03-18
Artificial Intelligence And Digitalization For Sustainable Development written by Bereket H. Woldegiorgis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-18 with Computers categories.
This proceedings, ICAST 2022, constitutes the refereed post-conference proceedings of the 10th International Conference on Advancement of Science and Technology, ICAST 2022, which took place in Bahir Dar, Ethiopia, in November 2022. The 17 revised full papers and one short paper were carefully reviewed and selected from 174 submissions. The papers present economic and technologic developments in modern societies related to important issues such digitization, energy transformation, impact on national economy, and its recent advancements.
Summary Of Simpo I Model Development
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Author : Pauline T. Olson
language : en
Publisher:
Release Date : 1969
Summary Of Simpo I Model Development written by Pauline T. Olson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1969 with Computer simulation categories.
The report presents a study and evaluation of the Army's personnel subsystem with respect to effectiveness of its policies in assignment, training, utilization, and contingency readiness of specialized personnel. The SIMPO-I effort has been directed to development of a model simulation package for assessing quantitatively the cumulative impact of personnel policy changes on the allocation, distribution, and utilization of Army personnel with special attention to effects of policies on deployability. The present publication reports on progress in the production and planning of computerized models for use in dealing with the manpower system problems and for evaluating alternative personnel policies.
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1990
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Aeronautics categories.
Modeling Languages In Mathematical Optimization
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Author : Josef Kallrath
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-01
Modeling Languages In Mathematical Optimization written by Josef Kallrath and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Mathematics categories.
This volume presents a unique combination of modeling and solving real world optimization problems. It is the only book which treats systematically the major modeling languages and systems used to solve mathematical optimization problems, and it also provides a useful overview and orientation of today's modeling languages in mathematical optimization. It demonstrates the strengths and characteristic features of such languages and provides a bridge for researchers, practitioners and students into a new world: solving real optimization problems with the most advances modeling systems.