Special Issue: Advances in Simulation-driven Optimization and Modeling

Special Issue: Advances in Simulation-driven Optimization and Modeling PDF Author: Slawomir Koziel
Publisher:
ISBN:
Category :
Languages : en
Pages : 137

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Special Issue: Advances in Simulation-driven Optimization and Modeling

Special Issue: Advances in Simulation-driven Optimization and Modeling PDF Author: Slawomir Koziel
Publisher:
ISBN:
Category :
Languages : en
Pages : 137

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Special Issue on Modeling, Simulation and Applied Optimization

Special Issue on Modeling, Simulation and Applied Optimization PDF Author: Mohamed El-Tarhuni
Publisher:
ISBN:
Category :
Languages : en
Pages : 590

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Special Issue

Special Issue PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 128

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Simulation-Driven Modeling and Optimization

Simulation-Driven Modeling and Optimization PDF Author: Slawomir Koziel
Publisher: Springer
ISBN: 3319275178
Category : Mathematics
Languages : en
Pages : 405

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Book Description
This edited volume is devoted to the now-ubiquitous use of computational models across most disciplines of engineering and science, led by a trio of world-renowned researchers in the field. Focused on recent advances of modeling and optimization techniques aimed at handling computationally-expensive engineering problems involving simulation models, this book will be an invaluable resource for specialists (engineers, researchers, graduate students) working in areas as diverse as electrical engineering, mechanical and structural engineering, civil engineering, industrial engineering, hydrodynamics, aerospace engineering, microwave and antenna engineering, ocean science and climate modeling, and the automotive industry, where design processes are heavily based on CPU-heavy computer simulations. Various techniques, such as knowledge-based optimization, adjoint sensitivity techniques, and fast replacement models (to name just a few) are explored in-depth along with an array of the latest techniques to optimize the efficiency of the simulation-driven design process. High-fidelity simulation models allow for accurate evaluations of the devices and systems, which is critical in the design process, especially to avoid costly prototyping stages. Despite this and other advantages, the use of simulation tools in the design process is quite challenging due to associated high computational cost. The steady increase of available computational resources does not always translate into the shortening of the design cycle because of the growing demand for higher accuracy and necessity to simulate larger and more complex systems. For this reason, automated simulation-driven design—while highly desirable—is difficult when using conventional numerical optimization routines which normally require a large number of system simulations, each one already expensive.

Simulation-driven Design Optimization And Modeling For Microwave Engineering

Simulation-driven Design Optimization And Modeling For Microwave Engineering PDF Author: Qi-jun Zhang
Publisher: World Scientific
ISBN: 1848169221
Category : Technology & Engineering
Languages : en
Pages : 526

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Book Description
Computer-aided full-wave electromagnetic (EM) analysis has been used in microwave engineering for the past decade. Initially, its main application area was design verification. Today, EM-simulation-driven optimization and design closure become increasingly important due to the complexity of microwave structures and increasing demands for accuracy. In many situations, theoretical models of microwave structures can only be used to yield the initial designs that need to be further fine-tuned to meet given performance requirements. In addition, EM-based design is a must for a growing number of microwave devices such as ultra-wideband (UWB) antennas, dielectric resonator antennas and substrate-integrated circuits. For circuits like these, no design-ready theoretical models are available, so design improvement can only be obtained through geometry adjustments based on repetitive, time-consuming simulations. On the other hand, various interactions between microwave devices and their environment, such as feeding structures and housing, must be taken into account, and this is only possible through full-wave EM analysis.Electromagnetic simulations can be highly accurate, but they tend to be computationally expensive. Therefore, practical design optimization methods have to be computationally efficient, so that the number of CPU-intensive high-fidelity EM simulations is reduced as much as possible during the design process. For the same reasons, techniques for creating fast yet accurate models of microwave structures become crucially important.In this edited book, the authors strive to review the state-of-the-art simulation-driven microwave design optimization and modeling. A group of international experts specialized in various aspects of microwave computer-aided design summarize and review a wide range of the latest developments and real-world applications. Topics include conventional and surrogate-based design optimization techniques, methods exploiting adjoint sensitivity, simulation-based tuning, space mapping, and several modeling methodologies, such as artificial neural networks and kriging. Applications and case studies include microwave filters, antennas, substrate integrated structures and various active components and circuits. The book also contains a few introductory chapters highlighting the fundamentals of optimization and modeling, gradient-based and derivative-free algorithms, metaheuristics, and surrogate-based optimization techniques, as well as finite difference and finite element methods./a

Chemical Process Design, Simulation and Optimization

Chemical Process Design, Simulation and Optimization PDF Author: Jean-Pierre Corriou
Publisher:
ISBN: 9783036500973
Category :
Languages : en
Pages : 352

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Book Description
The book presents a series of articles devoted to modeling, simulation, and optimization of processes, mainly chemical. General methods for process modeling and numerical simulation are described with flowsheeting. Population balances are addressed in detail with application to crystal production; energy saving is frequently optimized, including exergy analysis. The coupling between process simulation and computational fluid dynamics is studied for air classification and bubble columns. Pressure swing adsorption, reactive distillation, and nanofiltration are explained in general and applied to particular processes. The synthesis of carbon dots is solved by the design of experiments method. A safety study addresses the consequences of gas explosion.

Includes Special Issue on Modeling, Simulation, and Applied Optimization, ICMSAO-07

Includes Special Issue on Modeling, Simulation, and Applied Optimization, ICMSAO-07 PDF Author: Abdurrahim El-Keib
Publisher:
ISBN:
Category : Mathematical optimization
Languages : en
Pages :

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Special Issue on Modeling, Simulation, and Applied Optimization (ICMSAO-07)

Special Issue on Modeling, Simulation, and Applied Optimization (ICMSAO-07) PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 497

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Advances in Water Distribution Networks

Advances in Water Distribution Networks PDF Author: Giuseppe Pezzinga
Publisher: MDPI
ISBN: 3038975567
Category : Technology & Engineering
Languages : en
Pages : 174

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Book Description
The Special Issue on Advances in Water Distribution Networks (WDNs) explores four important topics of research in the framework of WDNs, namely simulation and optimization modelling, topology and partitioning, water quality, and service effectiveness. With regard to the first topic, the following aspects are addressed: pressure-driven formulations, algorithms for the optimal location of control valves to minimize leakage, the benefits of water discharge prediction for the remote real time control of valves, and transients generated by pumps operating as turbines. In the context of the second topic, a topological taxonomy of WDNs is presented, and partitioning methods for the creation of district metered areas are compared. In relation to the third topic, the vulnerability to trihalomethane is assessed, and a statistical optimization model to minimize heavy metal releases is presented. Finally, the fourth topic focusses on the estimation of non-revenue water, including leakage and unauthorized consumption, and on the assessment of service under intermittent supply conditions.

Special Issue: Advances in Computational Technology for Modelling and Simulation Systems

Special Issue: Advances in Computational Technology for Modelling and Simulation Systems PDF Author: Fatos Xhafa
Publisher:
ISBN:
Category :
Languages : en
Pages : 226

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