System Analysis A Comprehensive Guide To Modeling And Identification
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System Analysis: A Comprehensive Guide to Modeling and Identification
Author: Pasquale De Marco
language: en
Publisher: Pasquale De Marco
Release Date: 2025-04-22
Embark on a journey into the realm of system identification, a powerful technique for understanding, modeling, and controlling complex dynamic systems. This comprehensive guide provides a thorough exploration of system identification principles, methods, and applications, empowering readers to effectively analyze and manipulate real-world systems. Delve into the fundamentals of system identification, gaining a clear understanding of its objectives, types, and challenges. Discover the diverse mathematical models used to represent systems, including linear, nonlinear, state-space, input-output, and hybrid models. Learn how to acquire and preprocess data effectively, ensuring accurate and reliable system identification. Master a wide range of system identification methods, from frequency response methods and time domain methods to state-space methods and nonlinear system identification methods. Explore the intricacies of model validation and selection, ensuring the validity and accuracy of identified models. Utilize system identification techniques to solve real-world problems in control systems, signal processing, and machine learning. Harness the power of system identification for control design, adaptive control, robust control, optimal control, and nonlinear control. Apply system identification to enhance signal filtering, signal enhancement, signal compression, signal detection, and signal classification. Discover the latest advancements in system identification, including the integration of machine learning, big data, the Internet of Things, cloud computing, and edge computing. With its comprehensive coverage, clear explanations, and practical examples, this book is an invaluable resource for engineers, researchers, and students seeking to master the art of system identification. Gain the knowledge and skills to tackle complex system identification challenges and unlock the full potential of your systems. If you like this book, write a review on google books!
System Engineering Analysis, Design, and Development
Author: Charles S. Wasson
language: en
Publisher: John Wiley & Sons
Release Date: 2015-11-16
Praise for the first edition: “This excellent text will be useful to everysystem engineer (SE) regardless of the domain. It covers ALLrelevant SE material and does so in a very clear, methodicalfashion. The breadth and depth of the author's presentation ofSE principles and practices is outstanding.” –Philip Allen This textbook presents a comprehensive, step-by-step guide toSystem Engineering analysis, design, and development via anintegrated set of concepts, principles, practices, andmethodologies. The methods presented in this text apply to any typeof human system -- small, medium, and large organizational systemsand system development projects delivering engineered systems orservices across multiple business sectors such as medical,transportation, financial, educational, governmental, aerospace anddefense, utilities, political, and charity, among others. Provides a common focal point for “bridgingthe gap” between and unifying System Users, System Acquirers,multi-discipline System Engineering, and Project, Functional, andExecutive Management education, knowledge, and decision-making fordeveloping systems, products, or services Each chapter provides definitions of key terms,guiding principles, examples, author’s notes, real-worldexamples, and exercises, which highlight and reinforce key SE&Dconcepts and practices Addresses concepts employed in Model-BasedSystems Engineering (MBSE), Model-Driven Design (MDD), UnifiedModeling Language (UMLTM) / Systems Modeling Language(SysMLTM), and Agile/Spiral/V-Model Development such asuser needs, stories, and use cases analysis; specificationdevelopment; system architecture development; User-Centric SystemDesign (UCSD); interface definition & control; systemintegration & test; and Verification & Validation(V&V) Highlights/introduces a new 21st Century SystemsEngineering & Development (SE&D) paradigm that is easy tounderstand and implement. Provides practices that are critical stagingpoints for technical decision making such as Technical StrategyDevelopment; Life Cycle requirements; Phases, Modes, & States;SE Process; Requirements Derivation; System ArchitectureDevelopment, User-Centric System Design (UCSD); EngineeringStandards, Coordinate Systems, and Conventions; et al. Thoroughly illustrated, with end-of-chapter exercises andnumerous case studies and examples, Systems EngineeringAnalysis, Design, and Development, Second Edition is a primarytextbook for multi-discipline, engineering, system analysis, andproject management undergraduate/graduate level students and avaluable reference for professionals.
Industrial Servo Systems: A Comprehensive Guide for Engineers
This comprehensive guide to industrial servo systems provides an in-depth exploration of their principles, applications, and implementation in the real world. Engineers and technicians alike will find this book to be a valuable resource, enabling them to leverage the capabilities of servo systems to optimize industrial processes and achieve unparalleled performance. Beginning with an introduction to the fundamental concepts of servo systems, the book progresses through the complexities of their dynamics and control, examining the design and operation of servo amplifiers and drives. The importance of feedback devices is emphasized, with detailed discussions on position and velocity sensors, as well as the critical role of encoder technology. Practical considerations are addressed through the exploration of industrial servo system applications, spanning diverse fields such as machine tools, robotics, motion control, and aerospace systems. The book also delves into advanced servo control techniques, empowering readers to enhance system performance and achieve greater precision. A comprehensive chapter dedicated to troubleshooting and maintenance equips readers with the knowledge and skills necessary to identify and resolve common servo system issues, ensuring optimal system uptime and reliability. Essential safety considerations are discussed, providing guidance on safe practices and adherence to industry standards. To keep pace with the latest developments, the book explores the evolving landscape of industrial servo systems, highlighting emerging technologies and trends. The discussion of smart servo systems and their role in the Industry 4.0 era provides invaluable insights into the future of automation and control. Throughout the book, numerous illustrative examples, real-world case studies, and practical exercises reinforce the theoretical concepts, enabling readers to apply their newfound knowledge to their own projects and applications. If you like this book, write a review!