Development of Safety-Critical Systems
Development of Safety-Critical Systems

Author: Gopinath Karmakar

Publisher: Springer Nature

Published: 2023-10-09

Total Pages: 373

ISBN-13: 3031279018

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This book provides professionals and students with practical guidance for the development of safety-critical computer-based systems. It covers important aspects ranging from complying with standards and guidelines to the necessary software development process and tools, and also techniques pertaining to model-based application development platforms as well as qualified programmable controllers. After a general introduction to the book’s topic in chapter 1, chapter 2 discusses dependability aspects of safety systems and how architectural design at the system level helps deal with failures and yet achieves the targeted dependability attributes. Chapter 3 presents the software development process which includes verification and validation at every stage, essential to the development of software for systems performing safety functions. It also explains how the process helps in developing a safety case that can be independently verified and validated. The subsequent chapter 4 presents some important standards and guidelines, which apply to different industries and in different countries. Chapter 5 then discusses the steps towards complying with the standards at every phase of development. It offers a guided tour traversing the path of software qualification by exploring the necessary steps towards achieving the goal with the help of case studies. Chapter 6 highlights the application of formal methods for the development of safety systems software and introduces some available notations and tools which assist the process. Finally, chapter 7 presents a detailed discussion on the importance and the advantages of qualified platforms for safety systems application development, including programmable controller (PLC) and formal model-based development platforms. Each chapter includes case studies illustrating the subject matter. The book is aimed at both practitioners and students interested in the art and science of developing computer-based systems for safety-critical applications. Both audiences will get insights into the tools and techniques along with the latest developments in the design, analysis and qualification, which are constrained by the regulatory and compliance requirements mandated by the applicable guides and standards. It also addresses the needs of professionals and young graduates who specialize in the development of necessary tools and qualified platforms.

Springer Handbook of Automation
Springer Handbook of Automation

Author: Shimon Y. Nof

Publisher: Springer Nature

Published: 2023-06-16

Total Pages: 1533

ISBN-13: 3030967298

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This handbook incorporates new developments in automation. It also presents a widespread and well-structured conglomeration of new emerging application areas, such as medical systems and health, transportation, security and maintenance, service, construction and retail as well as production or logistics. The handbook is not only an ideal resource for automation experts but also for people new to this expanding field.

Proceedings of the 2nd International Conference on Electronic Engineering and Renewable Energy Systems
Proceedings of the 2nd International Conference on Electronic Engineering and Renewable Energy Systems

Author: Bekkay Hajji

Publisher: Springer Nature

Published: 2020-08-14

Total Pages: 858

ISBN-13: 9811562598

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This book includes papers presented at the Second International Conference on Electronic Engineering and Renewable Energy (ICEERE 2020), which focus on the application of artificial intelligence techniques, emerging technology and the Internet of things in electrical and renewable energy systems, including hybrid systems, micro-grids, networking, smart health applications, smart grid, mechatronics and electric vehicles. It particularly focuses on new renewable energy technologies for agricultural and rural areas to promote the development of the Euro-Mediterranean region. Given its scope, the book is of interest to graduate students, researchers and practicing engineers working in the fields of electronic engineering and renewable energy.

Emerging Technology in Modelling and Graphics
Emerging Technology in Modelling and Graphics

Author: Jyotsna Kumar Mandal

Publisher: Springer

Published: 2019-07-16

Total Pages: 782

ISBN-13: 9811374031

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The book covers cutting-edge and advanced research in modelling and graphics. Gathering high-quality papers presented at the First International Conference on Emerging Technology in Modelling and Graphics, held from 6 to 8 September 2018 in Kolkata, India, it addresses topics including: image processing and analysis, image segmentation, digital geometry for computer imaging, image and security, biometrics, video processing, medical imaging, and virtual and augmented reality.

Reuse Based Software Engineering
Reuse Based Software Engineering

Author: Hafedh Mili

Publisher: Wiley-Interscience

Published: 2002

Total Pages: 680

ISBN-13:

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Publisher description for Reuse based software engineering : techniques, organization and measurement / Hafedh Mili ... [et al.]. Bibliographic record and links to related information available from the Library of Congress catalog Information from electronic data provided by the publisher. May be incomplete or contain other coding. -- Integrating three important aspects of software reuse--technical, management, and organizational--this indispensable reference shows how these fundamental aspects are used in the development lifecycle of component-based software engineering and product line engineering. The book explores the basic foundations upon which reuse processes and approaches can be established and discusses state of the art and state of the practice of software reuse. Library of Congress subject headings for this publication: Computer software Reusability

Reservoir Computing
Reservoir Computing

Author: Kohei Nakajima

Publisher: Springer Nature

Published: 2021-08-05

Total Pages: 463

ISBN-13: 9811316872

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This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neural networks. Its advantages lie in small training data set requirements, fast training, inherent memory and high flexibility for various hardware implementations. It originated from computational neuroscience and machine learning but has, in recent years, spread dramatically, and has been introduced into a wide variety of fields, including complex systems science, physics, material science, biological science, quantum machine learning, optical communication systems, and robotics. Reviewing the current state of the art and providing a concise guide to the field, this book introduces readers to its basic concepts, theory, techniques, physical implementations and applications. The book is sub-structured into two major parts: theory and physical implementations. Both parts consist of a compilation of chapters, authored by leading experts in their respective fields. The first part is devoted to theoretical developments of RC, extending the framework from the conventional recurrent neural network context to a more general dynamical systems context. With this broadened perspective, RC is not restricted to the area of machine learning but is being connected to a much wider class of systems. The second part of the book focuses on the utilization of physical dynamical systems as reservoirs, a framework referred to as physical reservoir computing. A variety of physical systems and substrates have already been suggested and used for the implementation of reservoir computing. Among these physical systems which cover a wide range of spatial and temporal scales, are mechanical and optical systems, nanomaterials, spintronics, and quantum many body systems. This book offers a valuable resource for researchers (Ph.D. students and experts alike) and practitioners working in the field of machine learning, artificial intelligence, robotics, neuromorphic computing, complex systems, and physics.

A Case for Amillennialism
A Case for Amillennialism

Author: Kim Riddlebarger

Publisher: Baker Books

Published: 2013-08-15

Total Pages: 466

ISBN-13: 144124266X

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Amillennialism, dispensational premillennialism, historic premillennialism, postmillennialism, preterism. These are difficult words to pronounce and even harder concepts to understand. A Case for Amillennialism is an accessible look at the crucial theological question of the millennium in the context of contemporary evangelicalism. Recognizing that eschatology--the study of future things--is a complicated and controversial subject, Kim Riddlebarger provides definitions of key terms and a helpful overview of various viewpoints. He examines related biblical topics as a backdrop to understanding the subject and discusses important passages of Scripture that bear upon the millennial question. Regardless of their stance, readers will find helpful insight as Riddlebarger evaluates the main problems facing each of the major millennial positions and cautions readers to be aware of the spiraling consequences of each view.

Developing Safety-Critical Software
Developing Safety-Critical Software

Author: Leanna Rierson

Publisher: CRC Press

Published: 2017-12-19

Total Pages: 612

ISBN-13: 1351834053

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The amount of software used in safety-critical systems is increasing at a rapid rate. At the same time, software technology is changing, projects are pressed to develop software faster and more cheaply, and the software is being used in more critical ways. Developing Safety-Critical Software: A Practical Guide for Aviation Software and DO-178C Compliance equips you with the information you need to effectively and efficiently develop safety-critical, life-critical, and mission-critical software for aviation. The principles also apply to software for automotive, medical, nuclear, and other safety-critical domains. An international authority on safety-critical software, the author helped write DO-178C and the U.S. Federal Aviation Administration’s policy and guidance on safety-critical software. In this book, she draws on more than 20 years of experience as a certification authority, an avionics manufacturer, an aircraft integrator, and a software developer to present best practices, real-world examples, and concrete recommendations. The book includes: An overview of how software fits into the systems and safety processes Detailed examination of DO-178C and how to effectively apply the guidance Insight into the DO-178C-related documents on tool qualification (DO-330), model-based development (DO-331), object-oriented technology (DO-332), and formal methods (DO-333) Practical tips for the successful development of safety-critical software and certification Insightful coverage of some of the more challenging topics in safety-critical software development and verification, including real-time operating systems, partitioning, configuration data, software reuse, previously developed software, reverse engineering, and outsourcing and offshoring An invaluable reference for systems and software managers, developers, and quality assurance personnel, this book provides a wealth of information to help you develop, manage, and approve safety-critical software more confidently.