Modeling Simulation And Optimization Of Complex Processes Hpsc 2018

Author : Hans Georg Bock,Willi Jäger,Ekaterina Kostina,Hoang Xuan Phu
Publisher : Springer Nature
Page : 402 pages
File Size : 40,5 Mb
Release : 2020-12-01
Category : Mathematics
ISBN : 9783030552404

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Modeling, Simulation and Optimization of Complex Processes HPSC 2018 by Hans Georg Bock,Willi Jäger,Ekaterina Kostina,Hoang Xuan Phu Pdf

This proceedings volume highlights a selection of papers presented at the 7th International Conference on High Performance Scientific Computing, which took place in Hanoi, Vietnam, during March 19-23, 2018. The conference has been organized by the Institute of Mathematics of the Vietnam Academy of Science and Technology, the Interdisciplinary Center for Scientific Computing (IWR) of Heidelberg University and the Vietnam Institute for Advanced Study in Mathematics. The contributions cover a broad, interdisciplinary spectrum of scientific computing and showcase recent advances in theory, methods, and practical applications. Subjects covered include numerical simulation, methods for optimization and control, machine learning, parallel computing and software development, as well as the applications of scientific computing in mechanical engineering, airspace engineering, environmental physics, decision making, hydrogeology, material science and electric circuits.

Author : Josef Kallrath
Publisher : Springer Nature
Page : 653 pages
File Size : 54,7 Mb
Release : 2021-08-31
Category : Business & Economics
ISBN : 9783030732370

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Business Optimization Using Mathematical Programming by Josef Kallrath Pdf

This book presents a structured approach to formulate, model, and solve mathematical optimization problems for a wide range of real world situations. Among the problems covered are production, distribution and supply chain planning, scheduling, vehicle routing, as well as cutting stock, packing, and nesting. The optimization techniques used to solve the problems are primarily linear, mixed-integer linear, nonlinear, and mixed integer nonlinear programming. The book also covers important considerations for solving real-world optimization problems, such as dealing with valid inequalities and symmetry during the modeling phase, but also data interfacing and visualization of results in a more and more digitized world. The broad range of ideas and approaches presented helps the reader to learn how to model a variety of problems from process industry, paper and metals industry, the energy sector, and logistics using mathematical optimization techniques.

Author : Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas
Publisher : Springer Nature
Page : 802 pages
File Size : 47,5 Mb
Release : 2021-03-17
Category : Technology & Engineering
ISBN : 9789811598296

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Modeling, Simulation and Optimization by Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas Pdf

This book includes selected peer-reviewed papers presented at the International Conference on Modeling, Simulation and Optimization, organized by National Institute of Technology, Silchar, Assam, India, during 3–5 August 2020. The book covers topics of modeling, simulation and optimization, including computational modeling and simulation, system modeling and simulation, device/VLSI modeling and simulation, control theory and applications, modeling and simulation of energy system and optimization. The book disseminates various models of diverse systems and includes solutions of emerging challenges of diverse scientific fields.

Author : César de Prada,Constantinos Pantelides,José Luis Pitarch
Publisher : MDPI
Page : 298 pages
File Size : 48,6 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.

Author : Rushikesh Kamalapurkar,Patrick Walters,Joel Rosenfeld,Warren Dixon
Publisher : Springer
Page : 293 pages
File Size : 50,8 Mb
Release : 2018-05-10
Category : Technology & Engineering
ISBN : 9783319783840

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Reinforcement Learning for Optimal Feedback Control by Rushikesh Kamalapurkar,Patrick Walters,Joel Rosenfeld,Warren Dixon Pdf

Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in nonlinear deterministic dynamical systems. In order to achieve learning under uncertainty, data-driven methods for identifying system models in real-time are also developed. The book illustrates the advantages gained from the use of a model and the use of previous experience in the form of recorded data through simulations and experiments. The book’s focus on deterministic systems allows for an in-depth Lyapunov-based analysis of the performance of the methods described during the learning phase and during execution. To yield an approximate optimal controller, the authors focus on theories and methods that fall under the umbrella of actor–critic methods for machine learning. They concentrate on establishing stability during the learning phase and the execution phase, and adaptive model-based and data-driven reinforcement learning, to assist readers in the learning process, which typically relies on instantaneous input-output measurements. This monograph provides academic researchers with backgrounds in diverse disciplines from aerospace engineering to computer science, who are interested in optimal reinforcement learning functional analysis and functional approximation theory, with a good introduction to the use of model-based methods. The thorough treatment of an advanced treatment to control will also interest practitioners working in the chemical-process and power-supply industry.

Author : Tim Jax,Andreas Bartel,Matthias Ehrhardt,Michael Günther,Gerd Steinebach
Publisher : Springer Nature
Page : 125 pages
File Size : 44,5 Mb
Release : 2021-07-24
Category : Mathematics
ISBN : 9783030768102

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Rosenbrock—Wanner–Type Methods by Tim Jax,Andreas Bartel,Matthias Ehrhardt,Michael Günther,Gerd Steinebach Pdf

This book discusses the development of the Rosenbrock—Wanner methods from the origins of the idea to current research with the stable and efficient numerical solution and differential-algebraic systems of equations, still in focus. The reader gets a comprehensive insight into the classical methods as well as into the development and properties of novel W-methods, two-step and exponential Rosenbrock methods. In addition, descriptive applications from the fields of water and hydrogen network simulation and visual computing are presented.

Author : Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas,Sukanta Roy
Publisher : Springer
Page : 0 pages
File Size : 44,6 Mb
Release : 2023-12-21
Category : Technology & Engineering
ISBN : 9819968658

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Modeling, Simulation and Optimization by Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas,Sukanta Roy Pdf

This book includes selected peer-reviewed papers presented at the International Conference on Modeling, Simulation and Optimization (CoMSO 2022), organized by National Institute of Technology, Silchar, Assam, India, during December 21–23, 2022. The book covers topics of modeling, simulation, and optimization, including computational modeling and simulation, system modeling and simulation, device/VLSI modeling and simulation, control theory and applications, and modeling and simulation of energy systems and optimization. The book disseminates various models of diverse systems and includes solutions of emerging challenges of diverse scientific fields.

Author : Manuel Laguna,Johan Marklund
Publisher : CRC Press
Page : 527 pages
File Size : 42,6 Mb
Release : 2013-04-25
Category : Business & Economics
ISBN : 9781439885253

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Business Process Modeling, Simulation and Design, Second Edition by Manuel Laguna,Johan Marklund Pdf

Most textbooks on business process management focus on either the nuts and bolts of computer simulation or the managerial aspects of business processes. Covering both technical and managerial aspects of business process management, Business Process Modeling, Simulation and Design, Second Edition presents the tools to design effective business processes and the management techniques to operate them efficiently. New to the Second Edition Three completely revised chapters that incorporate ExtendSim 8 An introduction to simulation A chapter on business process analytics Developed from the authors’ many years of teaching process design and simulation courses, the text provides students with a thorough understanding of numerous analytical tools that can be used to model, analyze, design, manage, and improve business processes. It covers a wide range of approaches, including discrete event simulation, graphical flowcharting tools, deterministic models for cycle time analysis and capacity decisions, analytical queuing methods, and data mining. Unlike other operations management books, this one emphasizes user-friendly simulation software as well as business processes, rather than only manufacturing processes or general operations management problems. Taking an analytical modeling approach to process design, this book illustrates the power of simulation modeling as a vehicle for analyzing and designing business processes. It teaches how to apply process simulation and discusses the managerial implications of redesigning processes. The ExtendSim software is available online and ancillaries are available for instructors.

Author : Panagiotis D. Christofides,Antonios Armaou,Yiming Lou,Amit Varshney
Publisher : Springer Science & Business Media
Page : 247 pages
File Size : 50,5 Mb
Release : 2008-10-28
Category : Science
ISBN : 9780817647933

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Control and Optimization of Multiscale Process Systems by Panagiotis D. Christofides,Antonios Armaou,Yiming Lou,Amit Varshney Pdf

This book—the first of its kind—presents general methods for feedback controller synthesis and optimization of multiscale systems, illustrating their application to thin-film growth, sputtering processes, and catalytic systems of industrial interest. The authors demonstrate the advantages of the methods presented for control and optimization through extensive simulations. Included in the work are new techniques for feedback controller design and optimization of multiscale process systems that are not included in other books. The book also contains a rich collection of new research topics and references to significant recent work.

Author : Jose Luis Pitarch,Cesar De Prada,Costas Pantelides
Publisher : Unknown
Page : 1 pages
File Size : 54,9 Mb
Release : 2019
Category : Electronic books
ISBN : 303921456X

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Process Modelling and Simulation by Jose Luis Pitarch,Cesar De Prada,Costas Pantelides 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.

Author : Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas,Sukanta Roy
Publisher : Springer Nature
Page : 601 pages
File Size : 45,7 Mb
Release : 2023
Category : Computer simulation
ISBN : 9789819968664

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Modeling, Simulation and Optimization by Biplab Das,Ripon Patgiri,Sivaji Bandyopadhyay,Valentina Emilia Balas,Sukanta Roy Pdf

This book includes selected peer-reviewed papers presented at the International Conference on Modeling, Simulation and Optimization (CoMSO 2022), organized by National Institute of Technology, Silchar, Assam, India, during December 2123, 2022. The book covers topics of modeling, simulation, and optimization, including computational modeling and simulation, system modeling and simulation, device/VLSI modeling and simulation, control theory and applications, and modeling and simulation of energy systems and optimization. The book disseminates various models of diverse systems and includes solutions of emerging challenges of diverse scientific fields.

Author : Diego Torricelli,Jan Veneman,Jose Gonzalez-Vargas,Katja Mombaur,C. David Remy
Publisher : Frontiers Media SA
Page : 217 pages
File Size : 53,5 Mb
Release : 2019-12-24
Category : Electronic
ISBN : 9782889632701

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Assessing Bipedal Locomotion: Towards Replicable Benchmarks for Robotic and Robot-Assisted Locomotion by Diego Torricelli,Jan Veneman,Jose Gonzalez-Vargas,Katja Mombaur,C. David Remy Pdf

Author : Michael C Fu
Publisher : Springer
Page : 0 pages
File Size : 54,9 Mb
Release : 2014-11-14
Category : Business & Economics
ISBN : 1493913832

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Handbook of Simulation Optimization by Michael C Fu Pdf

The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contributors cover such topics as discrete optimization via simulation, ranking and selection, efficient simulation budget allocation, random search methods, response surface methodology, stochastic gradient estimation, stochastic approximation, sample average approximation, stochastic constraints, variance reduction techniques, model-based stochastic search methods and Markov decision processes. This single volume should serve as a reference for those already in the field and as a means for those new to the field for understanding and applying the main approaches. The intended audience includes researchers, practitioners and graduate students in the business/engineering fields of operations research, management science, operations management and stochastic control, as well as in economics/finance and computer science.

Author : Katja Mombaur,Karsten Berns
Publisher : Springer Science & Business Media
Page : 289 pages
File Size : 44,8 Mb
Release : 2013-02-28
Category : Technology & Engineering
ISBN : 9783642363689

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Modeling, Simulation and Optimization of Bipedal Walking by Katja Mombaur,Karsten Berns Pdf

The model-based investigation of motions of anthropomorphic systems is an important interdisciplinary research topic involving specialists from many fields such as Robotics, Biomechanics, Physiology, Orthopedics, Psychology, Neurosciences, Sports, Computer Graphics and Applied Mathematics. This book presents a study of basic locomotion forms such as walking and running is of particular interest due to the high demand on dynamic coordination, actuator efficiency and balance control. Mathematical models and numerical simulation and optimization techniques are explained, in combination with experimental data, which can help to better understand the basic underlying mechanisms of these motions and to improve them. Example topics treated in this book are Modeling techniques for anthropomorphic bipedal walking systems Optimized walking motions for different objective functions Identification of objective functions from measurements Simulation and optimization approaches for humanoid robots Biologically inspired control algorithms for bipedal walking Generation and deformation of natural walking in computer graphics Imitation of human motions on humanoids Emotional body language during walking Simulation of biologically inspired actuators for bipedal walking machines Modeling and simulation techniques for the development of prostheses Functional electrical stimulation of walking.

Author : Tiago G. Fernandes,Stephanie Michelle Willerth,Yuguo Lei
Publisher : Frontiers Media SA
Page : 214 pages
File Size : 55,6 Mb
Release : 2021-07-02
Category : Science
ISBN : 9782889668953

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Stem Cell Systems Bioengineering by Tiago G. Fernandes,Stephanie Michelle Willerth,Yuguo Lei Pdf

Dr. Stephanie Willerth has a commercialization agreement with Aspect Biosystems with regards to bioprinting stem cell derived tissues. Dr. Yuguo Lei is a co-founder of CellGro Technologies, LLC, a company focusing on cell expansion technologies. Dr. Tiago Fernandes has no competing interests with regards to this Research Topic.