Simulation Driven Electronics Design

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Simulation-Driven Electronics Design

Author : Dr. Poornima Mahesh
Publisher : BPB Publications
ISBN 13 : 935551882X
Total Pages : 341 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Simulation-Driven Electronics Design by : Dr. Poornima Mahesh

Download or read book Simulation-Driven Electronics Design written by Dr. Poornima Mahesh and published by BPB Publications. This book was released on 2023-08-24 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your step-by-step guide to designing and programming electronics KEY FEATURES ● Create interactive and responsive electronic systems by constructing sensor-based Arduino projects. ● Learn how to apply and simulate Analog devices in diverse electronic applications. ● Design custom circuit boards using TI tools through PCB learning. DESCRIPTION Simulation plays a vital role in the design of electronics-based projects, as it effectively saves time and money for users by eliminating the need for hardware trial and error. If you want to understand the significance of simulation as an indispensable tool for efficiently iterating, analyzing, and optimizing your electronic projects, this book is a valuable resource. This book introduces you to the essential tools commonly used by professional electronic project designers. Through this guide, you will gain the ability to select various components suitable for your projects and simulate them without fear of causing any damage. Additionally, the book provides instruction on using diverse simulation tools, enabling you to undertake a wide range of projects—such as building power supplies, designing PCBs, and integrating sensors with microprocessors/microcontrollers. By gaining familiarity with design and simulation tools throughout the project development process, this book aims to empower project builders, transforming them into self-assured and capable designers. WHAT YOU WILL LEARN ● Streamline the design process in electronics using the Webench (TI) tool. ● Design power supplies using the TI Webench for efficient and reliable electronic devices. ● Achieve precise and effective filtering in electronic circuits using the TI Filter Designer. ● Master Filter Design techniques for signal processing and noise reduction. ● Gain comprehensive circuit analysis skills by exploring the TI analog simulation tool and understanding basic circuits. WHO THIS BOOK IS FOR This book targets students, electronics and computer graduates, robotics hobbyists, and individuals interested in creating their own electronic gadgets. It serves as a guide for beginners by introducing basic electronic concepts and the functioning of commonly used components. For expert users, it acts as a refresher, ensuring a comprehensive understanding of electronics. TABLE OF CONTENTS 1. Introduction to the World of Electronics—1—Passive Elements 2. Introduction to the World of Electronics—2—Active Elements 3. Basic Arduino Projects Using Tinkercad 4. Sensor-based Arduino Projects 5. Getting Started with WEBENCH Tool by TI 6. Power Supply Design with TI WEBENCH 7. TI Filter Designer 8. Filter Design 9. TI Analog Devices Simulation and Basic Circuits 10. Analog Device Simulation and Applications 11. PCB Designing TI Tool 12. PCB Thermal Calculation

Multiphysics Simulation by Design for Electrical Machines, Power Electronics and Drives

Author : Marius Rosu
Publisher : John Wiley & Sons
ISBN 13 : 1119103444
Total Pages : 312 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Multiphysics Simulation by Design for Electrical Machines, Power Electronics and Drives by : Marius Rosu

Download or read book Multiphysics Simulation by Design for Electrical Machines, Power Electronics and Drives written by Marius Rosu and published by John Wiley & Sons. This book was released on 2017-12-18 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents applied theory and advanced simulation techniques for electric machines and drives This book combines the knowledge of experts from both academia and the software industry to present theories of multiphysics simulation by design for electrical machines, power electronics, and drives. The comprehensive design approach described within supports new applications required by technologies sustaining high drive efficiency. The highlighted framework considers the electric machine at the heart of the entire electric drive. The book also emphasizes the simulation by design concept—a concept that frames the entire highlighted design methodology, which is described and illustrated by various advanced simulation technologies. Multiphysics Simulation by Design for Electrical Machines, Power Electronics and Drives begins with the basics of electrical machine design and manufacturing tolerances. It also discusses fundamental aspects of the state of the art design process and includes examples from industrial practice. It explains FEM-based analysis techniques for electrical machine design—providing details on how it can be employed in ANSYS Maxwell software. In addition, the book covers advanced magnetic material modeling capabilities employed in numerical computation; thermal analysis; automated optimization for electric machines; and power electronics and drive systems. This valuable resource: Delivers the multi-physics know-how based on practical electric machine design methodologies Provides an extensive overview of electric machine design optimization and its integration with power electronics and drives Incorporates case studies from industrial practice and research and development projects Multiphysics Simulation by Design for Electrical Machines, Power Electronics and Drives is an incredibly helpful book for design engineers, application and system engineers, and technical professionals. It will also benefit graduate engineering students with a strong interest in electric machines and drives.

Electronic Design Automation

Author : Laung-Terng Wang
Publisher : Morgan Kaufmann
ISBN 13 : 0080922007
Total Pages : 971 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Electronic Design Automation by : Laung-Terng Wang

Download or read book Electronic Design Automation written by Laung-Terng Wang and published by Morgan Kaufmann. This book was released on 2009-03-11 with total page 971 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides broad and comprehensive coverage of the entire EDA flow. EDA/VLSI practitioners and researchers in need of fluency in an "adjacent" field will find this an invaluable reference to the basic EDA concepts, principles, data structures, algorithms, and architectures for the design, verification, and test of VLSI circuits. Anyone who needs to learn the concepts, principles, data structures, algorithms, and architectures of the EDA flow will benefit from this book. - Covers complete spectrum of the EDA flow, from ESL design modeling to logic/test synthesis, verification, physical design, and test - helps EDA newcomers to get "up-and-running" quickly - Includes comprehensive coverage of EDA concepts, principles, data structures, algorithms, and architectures - helps all readers improve their VLSI design competence - Contains latest advancements not yet available in other books, including Test compression, ESL design modeling, large-scale floorplanning, placement, routing, synthesis of clock and power/ground networks - helps readers to design/develop testable chips or products - Includes industry best-practices wherever appropriate in most chapters - helps readers avoid costly mistakes

Model Reduction for Circuit Simulation

Author : Peter Benner
Publisher : Springer Science & Business Media
ISBN 13 : 940070089X
Total Pages : 317 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Model Reduction for Circuit Simulation by : Peter Benner

Download or read book Model Reduction for Circuit Simulation written by Peter Benner and published by Springer Science & Business Media. This book was released on 2011-03-25 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation based on mathematical models plays a major role in computer aided design of integrated circuits (ICs). Decreasing structure sizes, increasing packing densities and driving frequencies require the use of refined mathematical models, and to take into account secondary, parasitic effects. This leads to very high dimensional problems which nowadays require simulation times too large for the short time-to-market demands in industry. Modern Model Order Reduction (MOR) techniques present a way out of this dilemma in providing surrogate models which keep the main characteristics of the device while requiring a significantly lower simulation time than the full model. With Model Reduction for Circuit Simulation we survey the state of the art in the challenging research field of MOR for ICs, and also address its future research directions. Special emphasis is taken on aspects stemming from miniturisations to the nano scale. Contributions cover complexity reduction using e.g., balanced truncation, Krylov-techniques or POD approaches. For semiconductor applications a focus is on generalising current techniques to differential-algebraic equations, on including design parameters, on preserving stability, and on including nonlinearity by means of piecewise linearisations along solution trajectories (TPWL) and interpolation techniques for nonlinear parts. Furthermore the influence of interconnects and power grids on the physical properties of the device is considered, and also top-down system design approaches in which detailed block descriptions are combined with behavioral models. Further topics consider MOR and the combination of approaches from optimisation and statistics, and the inclusion of PDE models with emphasis on MOR for the resulting partial differential algebraic systems. The methods which currently are being developed have also relevance in other application areas such as mechanical multibody systems, and systems arising in chemistry and to biology. The current number of books in the area of MOR for ICs is very limited, so that this volume helps to fill a gap in providing the state of the art material, and to stimulate further research in this area of MOR. Model Reduction for Circuit Simulation also reflects and documents the vivid interaction between three active research projects in this area, namely the EU-Marie Curie Action ToK project O-MOORE-NICE (members in Belgium, The Netherlands and Germany), the EU-Marie Curie Action RTN-project COMSON (members in The Netherlands, Italy, Germany, and Romania), and the German federal project System reduction in nano-electronics (SyreNe).

Analog Integrated Circuit Design by Simulation: Techniques, Tools, and Methods

Author : Ugur Cilingiroglu
Publisher : McGraw Hill Professional
ISBN 13 : 1260441466
Total Pages : 577 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Analog Integrated Circuit Design by Simulation: Techniques, Tools, and Methods by : Ugur Cilingiroglu

Download or read book Analog Integrated Circuit Design by Simulation: Techniques, Tools, and Methods written by Ugur Cilingiroglu and published by McGraw Hill Professional. This book was released on 2019-03-29 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the principles and practices of simulation-based analog IC design This comprehensive textbook and on-the-job reference offers clear instruction on analog integrated circuit design using the latest simulation techniques. Ideal for graduate students and professionals alike, the book shows, step by step, how to develop and deploy integrated circuits for cutting-edge Internet of Things (IoT) and other applications. Analog Integrated Circuit Design by Simulation: Techniques, Tools, and Methods lays out practical, ready-to-apply engineering strategies. Application layer, device layer, and circuit layer IC design are covered in complete detail. You will learn how to tackle real-world design problems and avoid long cycles of trial and error. Coverage includes: First-order DC response Unified closed-loop model Accurate modeling of DC response Frequency and step response Multi-pole dynamic response and stability Effect of external network on differential gain Continuous-time and discrete-time amplifiers MOSFET, NMOS, and PMOS characteristics Small-signal modeling and circuit analysis Resistor and capacitor design Current sources, sinks, and mirrors Basic, symmetrical, folded-cascode, and Miller OTAs Opamps with source-follower and common-source output stages Fully differential OTAs and opamps

Simulation-driven Design Optimization And Modeling For Microwave Engineering

Author : Qi-jun Zhang
Publisher : World Scientific
ISBN 13 : 1848169221
Total Pages : 526 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Simulation-driven Design Optimization And Modeling For Microwave Engineering by : Qi-jun Zhang

Download or read book Simulation-driven Design Optimization And Modeling For Microwave Engineering written by Qi-jun Zhang and published by World Scientific. This book was released on 2013-03-14 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Simulation-Driven Design by Knowledge-Based Response Correction Techniques

Author : Slawomir Koziel
Publisher : Springer
ISBN 13 : 3319301152
Total Pages : 266 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Simulation-Driven Design by Knowledge-Based Response Correction Techniques by : Slawomir Koziel

Download or read book Simulation-Driven Design by Knowledge-Based Response Correction Techniques written by Slawomir Koziel and published by Springer. This book was released on 2016-05-13 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focused on efficient simulation-driven multi-fidelity optimization techniques, this monograph on simulation-driven optimization covers simulations utilizing physics-based low-fidelity models, often based on coarse-discretization simulations or other types of simplified physics representations, such as analytical models. The methods presented in the book exploit as much as possible any knowledge about the system or device of interest embedded in the low-fidelity model with the purpose of reducing the computational overhead of the design process. Most of the techniques described in the book are of response correction type and can be split into parametric (usually based on analytical formulas) and non-parametric, i.e., not based on analytical formulas. The latter, while more complex in implementation, tend to be more efficient. The book presents a general formulation of response correction techniques as well as a number of specific methods, including those based on correcting the low-fidelity model response (output space mapping, manifold mapping, adaptive response correction and shape-preserving response prediction), as well as on suitable modification of design specifications. Detailed formulations, application examples and the discussion of advantages and disadvantages of these techniques are also included. The book demonstrates the use of the discussed techniques for solving real-world engineering design problems, including applications in microwave engineering, antenna design, and aero/hydrodynamics.

Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Automation

Author : Anna Pietrenko-Dabrowska
Publisher : Springer Nature
ISBN 13 : 3031438450
Total Pages : 604 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Automation by : Anna Pietrenko-Dabrowska

Download or read book Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Automation written by Anna Pietrenko-Dabrowska and published by Springer Nature. This book was released on 2023-10-16 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses response feature technology and its applications to modeling, optimization, and computer-aided design of high-frequency structures including antenna and microwave components. By exploring the specific structure of the system outputs, feature-based approaches facilitate simulation-driven design procedures, both in terms of improving their computational efficiency and reliability. These benefits are associated with the weakly nonlinear relationship between feature point coordinates and design variables, which—in the context of optimization—leads to inherent regularization of the objective functions. The book provides an overview of the subject, a definition and extraction of characteristic points, and feature-based design problem reformulation. It also outlines a number of numerical algorithms developed to handle local, global, and multi-criterial design, surrogate modeling, as well as uncertainty quantification. The discussed frameworks are extensively illustrated using examples of real microwave and antenna structures, along with numerous design cases. Introductory material on simulation-driven design, numerical optimization, as well as behavioral and physics-based surrogate modeling is also included. The book will be useful for readers working in the area of high-frequency electronics, including microwave engineering, antenna design, microwave photonics, magnetism and especially those who utilize electromagnetic (EM) simulation models in their daily routines.

Electronic Design Automation for IC System Design, Verification, and Testing

Author : Luciano Lavagno
Publisher : CRC Press
ISBN 13 : 1482254638
Total Pages : 644 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Electronic Design Automation for IC System Design, Verification, and Testing by : Luciano Lavagno

Download or read book Electronic Design Automation for IC System Design, Verification, and Testing written by Luciano Lavagno and published by CRC Press. This book was released on 2017-12-19 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first of two volumes in the Electronic Design Automation for Integrated Circuits Handbook, Second Edition, Electronic Design Automation for IC System Design, Verification, and Testing thoroughly examines system-level design, microarchitectural design, logic verification, and testing. Chapters contributed by leading experts authoritatively discuss processor modeling and design tools, using performance metrics to select microprocessor cores for integrated circuit (IC) designs, design and verification languages, digital simulation, hardware acceleration and emulation, and much more. New to This Edition: Major updates appearing in the initial phases of the design flow, where the level of abstraction keeps rising to support more functionality with lower non-recurring engineering (NRE) costs Significant revisions reflected in the final phases of the design flow, where the complexity due to smaller and smaller geometries is compounded by the slow progress of shorter wavelength lithography New coverage of cutting-edge applications and approaches realized in the decade since publication of the previous edition—these are illustrated by new chapters on high-level synthesis, system-on-chip (SoC) block-based design, and back-annotating system-level models Offering improved depth and modernity, Electronic Design Automation for IC System Design, Verification, and Testing provides a valuable, state-of-the-art reference for electronic design automation (EDA) students, researchers, and professionals.

Simulation-based Labs for Circuit Analysis

Author : Massimo Mitolo
Publisher : CRC Press
ISBN 13 : 1040119956
Total Pages : 451 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Simulation-based Labs for Circuit Analysis by : Massimo Mitolo

Download or read book Simulation-based Labs for Circuit Analysis written by Massimo Mitolo and published by CRC Press. This book was released on 2024-08-16 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Simulation-based Labs for Circuit Analysis" brings you an unparalleled learning experience, integrating cutting-edge simulation tools, Multisim Live and Tinkercad, to explore the realm of circuits. Circuit analysis is the cornerstone of electrical and electronic engineering, and with the advent of advanced simulation software, learning has taken a transformative turn. Delve into a virtual laboratory environment that replicates real-world circuit experiments with precision and flexibility, allowing you to grasp complex concepts effortlessly. Recreate experiments multiple times, gaining deeper insights into circuit characteristics and behavior across various scenarios. Aspiring engineers and technicians, circuit enthusiasts, and educators will find "Simulation-based Labs for Circuit Analysis" an indispensable resource for unlocking the boundless possibilities of circuit analysis in the digital age. Whether you are a student seeking to excel in your studies or a professional looking to refine your engineering skills, this book will empower you to innovate, explore, and experiment without limits.

Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms

Author : Frederico A.E. Rocha
Publisher : Springer Science & Business Media
ISBN 13 : 3319021893
Total Pages : 78 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by : Frederico A.E. Rocha

Download or read book Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms written by Frederico A.E. Rocha and published by Springer Science & Business Media. This book was released on 2013-09-24 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book applies to the scientific area of electronic design automation (EDA) and addresses the automatic sizing of analog integrated circuits (ICs). Particularly, this book presents an approach to enhance a state-of-the-art layout-aware circuit-level optimizer (GENOM-POF), by embedding statistical knowledge from an automatically generated gradient model into the multi-objective multi-constraint optimization kernel based on the NSGA-II algorithm. The results showed allow the designer to explore the different trade-offs of the solution space, both through the achieved device sizes, or the respective layout solutions.

Simulation-Driven Modeling and Optimization

Author : Slawomir Koziel
Publisher : Springer
ISBN 13 : 3319275178
Total Pages : 405 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Simulation-Driven Modeling and Optimization by : Slawomir Koziel

Download or read book Simulation-Driven Modeling and Optimization written by Slawomir Koziel and published by Springer. This book was released on 2016-02-12 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Practical Electronic Design for Experimenters

Author : Louis E. Frenzel
Publisher : McGraw Hill Professional
ISBN 13 : 1260456161
Total Pages : 255 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Practical Electronic Design for Experimenters by : Louis E. Frenzel

Download or read book Practical Electronic Design for Experimenters written by Louis E. Frenzel and published by McGraw Hill Professional. This book was released on 2020-03-27 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Learn the basics of electronics and start designing and building your own creations! This follow-up to the bestselling Practical Electronics for Inventors shows hobbyists, makers, and students how to design useful electronic devices from readily available parts, integrated circuits, modules, and subassemblies. Practical Electronic Design for Experimenters gives you the knowledge necessary to develop and construct your own functioning gadgets. The book stresses that the real-world applications of electronics design—from autonomous robots to solar-powered devices—can be fun and far-reaching. Coverage includes: • Design resources • Prototyping and simulation • Testing and measuring • Common circuit design techniques • Power supply design • Amplifier design • Signal source design • Filter design • Designing with electromechanical devices • Digital design • Programmable logic devices • Designing with microcontrollers • Component selection • Troubleshooting and debugging

Simulation-driven Aerodynamic Design Using Variable-fidelity Models

Author : Leifur Leifsson
Publisher : World Scientific
ISBN 13 : 1783266309
Total Pages : 444 pages
Book Rating : 4.7/5 (832 download)

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Book Synopsis Simulation-driven Aerodynamic Design Using Variable-fidelity Models by : Leifur Leifsson

Download or read book Simulation-driven Aerodynamic Design Using Variable-fidelity Models written by Leifur Leifsson and published by World Scientific. This book was released on 2015-01-09 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer simulations is a fundamental tool of the design process in many engineering disciplines including aerospace engineering. However, although high-fidelity numerical models are accurate, they can be computationally expensive with evaluation time for a single design as long as hours, days or even weeks. Simulation-driven design using conventional optimization techniques may be therefore prohibitive.This book explores the alternative: performing computationally efficient design using surrogate-based optimization, where the high-fidelity model is replaced by its computationally cheap but still reasonably accurate representation: a surrogate. The emphasis is on physics-based surrogates. Application-wise, the focus is on aerodynamics and the methods and techniques described in the book are demonstrated using aerodynamic shape optimization cases. Applications in other engineering fields are also demonstrated.State-of-the-art techniques and a depth of coverage never published before make this a unique and essential book for all researchers working in aerospace and other engineering areas and dealing with optimization, computationally expensive design problems, and simulation-driven design.

Machine Learning Applications in Electronic Design Automation

Author : Haoxing Ren
Publisher : Springer Nature
ISBN 13 : 303113074X
Total Pages : 585 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Machine Learning Applications in Electronic Design Automation by : Haoxing Ren

Download or read book Machine Learning Applications in Electronic Design Automation written by Haoxing Ren and published by Springer Nature. This book was released on 2023-01-01 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as functional verification, FPGA and system level designs, design for manufacturing (DFM), and design space exploration. The authors also cover key ML methods such as classical ML, deep learning models such as convolutional neural networks (CNNs), graph neural networks (GNNs), generative adversarial networks (GANs) and optimization methods such as reinforcement learning (RL) and Bayesian optimization (BO). All of these topics are valuable to chip designers and EDA developers and researchers working in digital and analog designs and verification.

Modeling and Simulation for RF System Design

Author : Ronny Frevert
Publisher : Springer Science & Business Media
ISBN 13 : 0387275851
Total Pages : 296 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Modeling and Simulation for RF System Design by : Ronny Frevert

Download or read book Modeling and Simulation for RF System Design written by Ronny Frevert and published by Springer Science & Business Media. This book was released on 2006-06-28 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern telecommunication systems are highly complex from an algorithmic point of view. The complexity continues to increase due to advanced modulation schemes, multiple protocols and standards, as well as additional functionality such as personal organizers or navigation aids. To have short and reliable design cycles, efficient verification methods and tools are necessary. Modeling and simulation need to accompany the design steps from the specification to the overall system verification in order to bridge the gaps between system specification, system simulation, and circuit level simulation. Very high carrier frequencies together with long observation periods result in extremely large computation times and requires, therefore, specialized modeling methods and simulation tools on all design levels. The focus of Modeling and Simulation for RF System Design lies on RF specific modeling and simulation methods and the consideration of system and circuit level descriptions. It contains application-oriented training material for RF designers which combines the presentation of a mixed-signal design flow, an introduction into the powerful standardized hardware description languages VHDL-AMS and Verilog-A, and the application of commercially available simulators. Modeling and Simulation for RF System Design is addressed to graduate students and industrial professionals who are engaged in communication system design and want to gain insight into the system structure by own simulation experiences. The authors are experts in design, modeling and simulation of communication systems engaged at the Nokia Research Center (Bochum, Germany) and the Fraunhofer Institute for Integrated Circuits, Branch Lab Design Automation (Dresden, Germany).

Modeling And Simulation Based Systems Engineering: Theory And Practice

Author : Lin Zhang
Publisher : World Scientific
ISBN 13 : 9811260192
Total Pages : 270 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Modeling And Simulation Based Systems Engineering: Theory And Practice by : Lin Zhang

Download or read book Modeling And Simulation Based Systems Engineering: Theory And Practice written by Lin Zhang and published by World Scientific. This book was released on 2023-02-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling and simulation (M&S) based systems engineering (MSBSE) is the extension of MBSE, which enhances the value of MBSE and the ability of digitally evaluating and optimizing the whole system through comprehensive applications of M&S technologies. This book puts together the recent research in MSBSE, and hopefully this will provide the researchers and engineers with reference cases in M&S technologies to support the R&D of complex products and systems.