Within The System

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Introduction to System Science with MATLAB

Author : Gary Marlin Sandquist
Publisher : John Wiley & Sons
ISBN 13 : 1119213967
Total Pages : 517 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Introduction to System Science with MATLAB by : Gary Marlin Sandquist

Download or read book Introduction to System Science with MATLAB written by Gary Marlin Sandquist and published by John Wiley & Sons. This book was released on 2023-01-17 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores mathematical basis for developing and evaluating continuous and discrete systems In this revised Second Edition of Introduction to System Science with MATLAB®, the authors Gary Sandquist and Zakary Wilde provide a comprehensive exploration of essential concepts, mathematical framework, analytical resources, and productive skills required to address any rational system confidently and adequately for quantitative evaluation. This Second Edition is supplemented with new updates to the mathematical and technical materials from the first edition. A new chapter to assist readers to generalize and execute algorithms for systems development and analysis, as well as an expansion of the chapter covering specific system science applications, is included. The book provides the mathematical basis for developing and evaluating single and multiple input/output systems that are continuous or discrete. It offers the mathematical basis for the recognition, definition, quantitative modeling, analysis, and evaluation in system science. The book also provides: Comprehensive introduction to system science and the principles of causality, cause and effect operations, including their historical and scientific background Complete exploration of fundamental systems concepts and basic system equations, including definitions and classifications Practical applications and discussions of single-input systems, multiple-input systems, and system modeling and evaluation In-depth examination of generalized system analysis methods and specific system science applications Perfect for upper-level undergraduate and graduate students in engineering, mathematics, and physical sciences. Introduction to System Science with MATLAB® will also earn a prominent place in libraries of researchers in the life and social sciences.

Thinking in Systems

Author : Donella Meadows
Publisher : Chelsea Green Publishing
ISBN 13 : 1603581480
Total Pages : 242 pages
Book Rating : 4.6/5 (35 download)

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Book Synopsis Thinking in Systems by : Donella Meadows

Download or read book Thinking in Systems written by Donella Meadows and published by Chelsea Green Publishing. This book was released on 2008-12-03 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: The classic book on systems thinking—with more than half a million copies sold worldwide! "This is a fabulous book... This book opened my mind and reshaped the way I think about investing."—Forbes "Thinking in Systems is required reading for anyone hoping to run a successful company, community, or country. Learning how to think in systems is now part of change-agent literacy. And this is the best book of its kind."—Hunter Lovins In the years following her role as the lead author of the international bestseller, Limits to Growth—the first book to show the consequences of unchecked growth on a finite planet—Donella Meadows remained a pioneer of environmental and social analysis until her untimely death in 2001. Thinking in Systems is a concise and crucial book offering insight for problem solving on scales ranging from the personal to the global. Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life. Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking. While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner. In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.

Software System Design and Modeling with Interactive Project Manager

Author : SLPSoft
Publisher : SLPSoft
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4./5 ( download)

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Book Synopsis Software System Design and Modeling with Interactive Project Manager by : SLPSoft

Download or read book Software System Design and Modeling with Interactive Project Manager written by SLPSoft and published by SLPSoft. This book was released on with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Software System Design and Modeling enables us to view software in terms of a system. When designing a system, we start with the system requirement and then translate the system requirement to a real product. By using the concept presented in this book, we can design and model a system from the system requirement and then produce the UML model of the system before starting coding. Some key topics discussed in this book include multiple views of a system, requirement interpretation, requirement application, requirement duplication, system function and problem solved by system, agile and scrum methodology, fixed system requirement and non-fixed requirement, incremental software development process, and more. Using the tools from the book, you can develop a system with a full lifecycle. As time goes on, the tools from the book make it possible to update parts of the system that need to be updated without any frustration rather than reinventing the wheel.

Monitoring Exchange Server 2007 with System Center Operations Manager

Author : Michael B. Smith
Publisher : John Wiley & Sons
ISBN 13 : 047049378X
Total Pages : 531 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Monitoring Exchange Server 2007 with System Center Operations Manager by : Michael B. Smith

Download or read book Monitoring Exchange Server 2007 with System Center Operations Manager written by Michael B. Smith and published by John Wiley & Sons. This book was released on 2009-02-25 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: System Center Operations Manager 2007 is the new version of Microsoft Operations Manager 2005 and offers valuable new advantages for improving the manageability of Microsoft servers and applications. With this book, you’ll get high-level instruction for using Microsoft’s powerful server administration tool to manage Exchange Server 2007. Focused on monitoring and managing Exchange Server using Microsoft’s powerful new server admin tool, this book delivers exactly the information you need to deploy, manage, and maintain Systems Center Operations Manager 2007.

Smartphone Operating System Concepts with Symbian OS

Author : Michael J. Jipping
Publisher : John Wiley & Sons
ISBN 13 : 9780470065235
Total Pages : 354 pages
Book Rating : 4.0/5 (652 download)

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Book Synopsis Smartphone Operating System Concepts with Symbian OS by : Michael J. Jipping

Download or read book Smartphone Operating System Concepts with Symbian OS written by Michael J. Jipping and published by John Wiley & Sons. This book was released on 2007-04-30 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smartphone Operating System Concepts with Symbian OS uses Symbian OS as a vehicle to discuss operating system concepts as they are applied to mobile operating systems.It is this focus that makes this tutorial guide both invaluable and extremely relevant for today's student.In addition to presenting and discussing operating system concepts, this book also includes exercises that compare and contrast Symbian OS, Unix/Linux and Microsoft Windows. These assignments can be worked on in a classroom laboratory or in a student's own time. The book is replete with examples (both conceptual and applied to handhelds) as well as: * Summaries at the end of each chapter. * Problems the students can do as homework. * Experiment-oriented exercises and questions for students to complete on a handheld device * A reading list, bibliography and a list of sources for handheld software It also contains a series of on-line laboratories based on the software developed for Symbian OS devices. Students can perform these labs anywhere, and can use printing and e-mail facilities to construct lab write-ups and hand in assignments. Students, for the first time, will be taught Symbian OS concepts so that they can start developing smartphone applications and become part of the mass-market revolution.

Netcentric System of Systems Engineering with DEVS Unified Process

Author : Saurabh Mittal
Publisher : CRC Press
ISBN 13 : 1439827060
Total Pages : 715 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Netcentric System of Systems Engineering with DEVS Unified Process by : Saurabh Mittal

Download or read book Netcentric System of Systems Engineering with DEVS Unified Process written by Saurabh Mittal and published by CRC Press. This book was released on 2013-02-22 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: In areas such as military, security, aerospace, and disaster management, the need for performance optimization and interoperability among heterogeneous systems is increasingly important. Model-driven engineering, a paradigm in which the model becomes the actual software, offers a promising approach toward systems of systems (SoS) engineering. However, model-driven engineering has largely been unachieved in complex dynamical systems and netcentric SoS, partly because modeling and simulation (M&S) frameworks are stove-piped and not designed for SoS composability. Addressing this gap, Netcentric System of Systems Engineering with DEVS Unified Process presents a methodology for realizing the model-driven engineering vision and netcentric SoS using DEVS Unified Process (DUNIP). The authors draw on their experience with Discrete Event Systems Specification (DEVS) formalism, System Entity Structure (SES) theory, and applying model-driven engineering in the context of a netcentric SoS. They describe formal model-driven engineering methods for netcentric M&S using standards-based approaches to develop and test complex dynamic models with DUNIP. The book is organized into five sections: Section I introduces undergraduate students and novices to the world of DEVS. It covers systems and SoS M&S as well as DEVS formalism, software, modeling language, and DUNIP. It also assesses DUNIP with the requirements of the Department of Defense’s (DoD) Open Unified Technical Framework (OpenUTF) for netcentric Test and Evaluation (T&E). Section II delves into M&S-based systems engineering for graduate students, advanced practitioners, and industry professionals. It provides methodologies to apply M&S principles to SoS design and reviews the development of executable architectures based on a framework such as the Department of Defense Architecture Framework (DoDAF). It also describes an approach for building netcentric knowledge-based contingency-driven systems. Section III guides graduate students, advanced DEVS users, and industry professionals who are interested in building DEVS virtual machines and netcentric SoS. It discusses modeling standardization, the deployment of models and simulators in a netcentric environment, event-driven architectures, and more. Section IV explores real-world case studies that realize many of the concepts defined in the previous chapters. Section V outlines the next steps and looks at how the modeling of netcentric complex adaptive systems can be attempted using DEVS concepts. It touches on the boundaries of DEVS formalism and the future work needed to utilize advanced concepts like weak and strong emergence, self-organization, scale-free systems, run-time modularity, and event interoperability. This groundbreaking work details how DUNIP offers a well-structured, platform-independent methodology for the modeling and simulation of netcentric system of systems.

Atomic Habits

Author : James Clear
Publisher : Penguin
ISBN 13 : 0735211299
Total Pages : 321 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis Atomic Habits by : James Clear

Download or read book Atomic Habits written by James Clear and published by Penguin. This book was released on 2018-10-16 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The #1 New York Times bestseller. Over 15 million copies sold! Tiny Changes, Remarkable Results No matter your goals, Atomic Habits offers a proven framework for improving--every day. James Clear, one of the world's leading experts on habit formation, reveals practical strategies that will teach you exactly how to form good habits, break bad ones, and master the tiny behaviors that lead to remarkable results. If you're having trouble changing your habits, the problem isn't you. The problem is your system. Bad habits repeat themselves again and again not because you don't want to change, but because you have the wrong system for change. You do not rise to the level of your goals. You fall to the level of your systems. Here, you'll get a proven system that can take you to new heights. Clear is known for his ability to distill complex topics into simple behaviors that can be easily applied to daily life and work. Here, he draws on the most proven ideas from biology, psychology, and neuroscience to create an easy-to-understand guide for making good habits inevitable and bad habits impossible. Along the way, readers will be inspired and entertained with true stories from Olympic gold medalists, award-winning artists, business leaders, life-saving physicians, and star comedians who have used the science of small habits to master their craft and vault to the top of their field. Learn how to: make time for new habits (even when life gets crazy); overcome a lack of motivation and willpower; design your environment to make success easier; get back on track when you fall off course; ...and much more. Atomic Habits will reshape the way you think about progress and success, and give you the tools and strategies you need to transform your habits--whether you are a team looking to win a championship, an organization hoping to redefine an industry, or simply an individual who wishes to quit smoking, lose weight, reduce stress, or achieve any other goal.

Working (With/out) the System

Author : Denise E. Armstrong
Publisher : IAP
ISBN 13 : 168123226X
Total Pages : 295 pages
Book Rating : 4.6/5 (812 download)

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Book Synopsis Working (With/out) the System by : Denise E. Armstrong

Download or read book Working (With/out) the System written by Denise E. Armstrong and published by IAP. This book was released on 2016-01-01 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited collection of chapters from invited scholars, explores issues of social justice and micropolitics in educational institutions. More specifically, it examines the ways in which social justice workers navigate, or can navigate, (micro) political systems in their quest to promote social justice. Issues of social justice and micropolitics are particularly important in this day and age as standardizing regimes and polarizing forces continue to erode the already perilous condition of the traditionally disadvantaged. While social justice workers make it a point to acknowledge the plight of the less fortunate, their well-meaning attempts to take action are not always successful. This requires that they acknowledge the realities of the micropolitical environments in which they work, and to take action in these arenas if they are to achieve their social justice goals. The title of the book, Working (With/out) the System, draws attention to the ways in which social justice workers/leaders (teachers, administrators, students, community members) navigate educational institutions and the wider social systems that are not always hospitable to changes that promote social justice. This volume describes the prospects, possibilities and actual practice of working with, working without, and working outside of educational organizations to promote social justice. Among other topics, the chapters probe: - the manner in which social justice-minded leaders navigate micropolitical environments - the ways in which social justice minded leaders promote and sustain social justice action within systemic contexts - the difficulties and successes that they experience.

System Dynamics and Control with Bond Graph Modeling

Author : Javier Kypuros
Publisher : CRC Press
ISBN 13 : 1466560754
Total Pages : 522 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis System Dynamics and Control with Bond Graph Modeling by : Javier Kypuros

Download or read book System Dynamics and Control with Bond Graph Modeling written by Javier Kypuros and published by CRC Press. This book was released on 2013-04-25 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a professor with extensive teaching experience, System Dynamics and Control with Bond Graph Modeling treats system dynamics from a bond graph perspective. Using an approach that combines bond graph concepts and traditional approaches, the author presents an integrated approach to system dynamics and automatic controls. The textbook guides students from the process of modeling using bond graphs, through dynamic systems analysis in the time and frequency domains, to classical and state-space controller design methods. Each chapter contains worked examples, review exercises, problems that assess students’ grasp of concepts, and open-ended "challenges" that bring in real-world engineering practices. It also includes innovative vodcasts and animated examples, to motivate student learners and introduce new learning technologies.

Organizational Systems

Author : Raul Espejo
Publisher : Springer Science & Business Media
ISBN 13 : 3642191096
Total Pages : 264 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Organizational Systems by : Raul Espejo

Download or read book Organizational Systems written by Raul Espejo and published by Springer Science & Business Media. This book was released on 2011-04-01 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizational Systems clarifies the application of cybernetic ideas, particularly those of Beer's Viable System Model, to organizational diagnosis and design. Readers learn to appreciate the relevance of seeing the systemic coherence of the world. The book argues that many of the problems we experience today are routed in our practice of fragmenting that needs to be connected as a whole. It offers a method to study and design organizations and a methodology to deal with implementation problems. It is the outcome of many years of working experience with government offices as well as with all kinds of public and private enterprises. At a more detailed level this book offers an in depth discussion of variety engineering that is not available either in the primary or secondary literature.

Simulation of Power System with Renewables

Author : Linash Kunjumuhammed
Publisher : Academic Press
ISBN 13 : 0128112549
Total Pages : 268 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Simulation of Power System with Renewables by : Linash Kunjumuhammed

Download or read book Simulation of Power System with Renewables written by Linash Kunjumuhammed and published by Academic Press. This book was released on 2019-10-02 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation of Power System with Renewables provides details on the modelling and efficient implementation of MATLAB, particularly with a renewable energy driven power system. The book presents a step-by-step approach to modelling implementation, including all major components used in current power systems operation, giving the reader the opportunity to learn how to gather models for conventional generators, wind farms, solar plants and FACTS control devices. Users will find this to be a central resource for modelling, building and simulating renewable power systems, including discussions on its limitations, assumptions on the model, and the implementation and analysis of the system. Presents worked examples and equations in each chapter that address system limitations and flexibility Provides step-by-step guidance for building and simulating models with required data Contains case studies on a number of devices, including FACTS, and renewable generation

Railway Age

Author :
Publisher :
ISBN 13 :
Total Pages : 2118 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Railway Age by :

Download or read book Railway Age written by and published by . This book was released on 1926 with total page 2118 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sustainable Development Possible with Creative System Engineering

Author : Walter Sobkiw
Publisher : Lulu.com
ISBN 13 : 0615216307
Total Pages : 154 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Sustainable Development Possible with Creative System Engineering by : Walter Sobkiw

Download or read book Sustainable Development Possible with Creative System Engineering written by Walter Sobkiw and published by Lulu.com. This book was released on 2008-01-01 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our Science, Innovation, Technology, and Engineering are breaking down just when we need it to ramp up. Few realize that sustainable development has always been part of human development and that it was these elements and how effectively they worked which allowed for our life on earth. If we fall down in these areas our only alternatives are war, revolution, and genocide as famine and want grip a naturally increasing human population. This little book is a call back to the fundamentals of Science and Art to solve our most complex problems. Today, our organizations are sick and not capable of the challenges that must be addressed in our rapidly approaching future. It raises some difficult questions and proposes a surprising solution from our recent past. This book is for everyone everywhere as we all engage in trying to build everything - from software to cities.

Work the System

Author : Sam Carpenter
Publisher : Greenleaf Book Group
ISBN 13 : 1608320529
Total Pages : 250 pages
Book Rating : 4.6/5 (83 download)

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Book Synopsis Work the System by : Sam Carpenter

Download or read book Work the System written by Sam Carpenter and published by Greenleaf Book Group. This book was released on 2011-01-10 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Simple Mindset Tweak Will Change Your Life. After a fifteen-year nightmare operating a stagnant service business, Sam Carpenter developed a down-to-earth methodology that knocked his routine eighty-hour workweek down to a single hour—while multiplying his bottom-line income more than twenty-fold. In Work the System, Carpenter reveals a profound insight and the exact uncomplicated, mechanical steps he took to turn his business and life around without turning it upside down. Once you “get” this new vision, success and serenity will come quickly. You will learn to: • Make a simple perception adjustment that will change your life forever. • See your world as a logical collection of linear systems that you can control. • Manage the systems that produce results in your business and your life. • Stop fire-killing. Become a fire-control specialist! • Maximize profit, create client loyalty, and develop enthusiastic employees who respect you. • Identify insidious “errors of omission.” • Maximize your biological and mechanical “prime time” so that you are working at optimum efficiency. • Design the life you want—and then, in the real world, quickly create it! You can keep doing what you have always done, and continue getting mediocre, unsatisfactory results. Or you can find the peace and freedom you’ve always wanted by transforming your business or corporate department into a finely tuned machine that runs on autopilot!

To Err Is Human

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309068371
Total Pages : 312 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis To Err Is Human by : Institute of Medicine

Download or read book To Err Is Human written by Institute of Medicine and published by National Academies Press. This book was released on 2000-03-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts estimate that as many as 98,000 people die in any given year from medical errors that occur in hospitals. That's more than die from motor vehicle accidents, breast cancer, or AIDSâ€"three causes that receive far more public attention. Indeed, more people die annually from medication errors than from workplace injuries. Add the financial cost to the human tragedy, and medical error easily rises to the top ranks of urgent, widespread public problems. To Err Is Human breaks the silence that has surrounded medical errors and their consequenceâ€"but not by pointing fingers at caring health care professionals who make honest mistakes. After all, to err is human. Instead, this book sets forth a national agendaâ€"with state and local implicationsâ€"for reducing medical errors and improving patient safety through the design of a safer health system. This volume reveals the often startling statistics of medical error and the disparity between the incidence of error and public perception of it, given many patients' expectations that the medical profession always performs perfectly. A careful examination is made of how the surrounding forces of legislation, regulation, and market activity influence the quality of care provided by health care organizations and then looks at their handling of medical mistakes. Using a detailed case study, the book reviews the current understanding of why these mistakes happen. A key theme is that legitimate liability concerns discourage reporting of errorsâ€"which begs the question, "How can we learn from our mistakes?" Balancing regulatory versus market-based initiatives and public versus private efforts, the Institute of Medicine presents wide-ranging recommendations for improving patient safety, in the areas of leadership, improved data collection and analysis, and development of effective systems at the level of direct patient care. To Err Is Human asserts that the problem is not bad people in health careâ€"it is that good people are working in bad systems that need to be made safer. Comprehensive and straightforward, this book offers a clear prescription for raising the level of patient safety in American health care. It also explains how patients themselves can influence the quality of care that they receive once they check into the hospital. This book will be vitally important to federal, state, and local health policy makers and regulators, health professional licensing officials, hospital administrators, medical educators and students, health caregivers, health journalists, patient advocatesâ€"as well as patients themselves. First in a series of publications from the Quality of Health Care in America, a project initiated by the Institute of Medicine

System Programming

Author : Adam Hoover
Publisher : Prentice Hall
ISBN 13 : 9780131364516
Total Pages : 393 pages
Book Rating : 4.3/5 (645 download)

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Book Synopsis System Programming by : Adam Hoover

Download or read book System Programming written by Adam Hoover and published by Prentice Hall. This book was released on 2010 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning computing students often finish the introduction to programming course without having had exposure to various system tools, without knowing how to optimize program performance and without understanding how programs interact with the larger computer system. Adam Hoover's System Programming with C and Unix introduces students to commonly used system tools (libraries, debuggers, system calls, shells and scripting languages) and then explains how to utilize these tools to optimize program development. The text also examines lower level data types with an emphasis on memory and understanding how and why different data types are used.

Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems

Author : Jaeseok Choi
Publisher : John Wiley & Sons
ISBN 13 : 1119684196
Total Pages : 516 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems by : Jaeseok Choi

Download or read book Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems written by Jaeseok Choi and published by John Wiley & Sons. This book was released on 2021-09-22 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems Discover how modern techniques have shaped complex power system expansion planning with this one-stop resource from two experts in the field Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems delivers a comprehensive collection of innovative approaches to the probabilistic planning of generation and transmission systems under uncertainties. The book includes renewables and energy storage calculations when using probabilistic and deterministic reliability techniques to assess system performance from a long-term expansion planning viewpoint. Divided into two sections, the book first covers topics related to Generation Expansion Planning, with chapters on cost assessment, methodology and optimization, and more. The second and final section provides information on Transmission System Expansion Planning, with chapters on reliability constraints, probabilistic production cost simulation, and more. Probabilistic Power System Expansion Planning compares the optimization and methodology across dynamic, linear, and integer programming and explores the branch and bound algorithm. Along with case studies to demonstrate how the techniques described within have been applied in complex power system expansion planning problems, readers will enjoy: A thorough discussion of generation expansion planning, including cost assessment, methodology and optimization, and probabilistic production cost An exploration of transmission system expansion planning, including the branch and bound algorithm, probabilistic production cost simulation for TEP, and TEP with reliability constraints An examination of fuzzy decision making applied to transmission system expansion planning A treatment of probabilistic reliability-based grid expansion planning of power systems including wind turbine generators Perfect for power and energy systems designers, planners, operators, consultants, practicing engineers, software developers, and researchers, Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems will also earn a place in the libraries of practicing engineers who regularly deal with optimization problems.