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Multi-state System Reliability: Assessment, Optimization And Applications

2003-03-12 Mathematics
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Release : 2003-03-12
Genre : Mathematics
Kind : eBook
Book Rating : 14X/5 ( reviews)

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Book Synopsis Multi-state System Reliability: Assessment, Optimization And Applications by : Gregory Levitin

Download or read book Multi-state System Reliability: Assessment, Optimization And Applications written by Gregory Levitin. This book was released on 2003-03-12. Available in PDF, EPUB and Kindle. Book excerpt: Most books on reliability theory are devoted to traditional binary reliability models allowing for only two possible states for a system and its components: perfect functionality and complete failure. However, many real-world systems are composed of multi-state components, which have different performance levels and several failure modes with various effects on the entire system performance (degradation). Such systems are called Multi-State Systems (MSS). The examples of MSS are power systems where the component performance is characterized by the generating capacity, computer systems where the component performance is characterized by the data processing speed, communication systems, etc.This book is the first to be devoted to Multi-State System (MSS) reliability analysis and optimization. It provides a historical overview of the field, presents basic concepts of MSS, defines MSS reliability measures, and systematically describes the tools for MSS reliability assessment and optimization. Basic methods for MSS reliability assessment, such as a Boolean methods extension, basic random process methods (both Markov and semi-Markov) and universal generating function models, are systematically studied. A universal genetic algorithm optimization technique and all details of its application are described. All the methods are illustrated by numerical examples. The book also contains many examples of application of reliability assessment and optimization methods to real engineering problems.The aim of this book is to give a comprehensive, up-to-date presentation of MSS reliability theory based on modern advances in this field and provide a theoretical summary and examples of engineering applications to a variety of technical problems. From this point of view the book bridges the gap between theoretical advances and practical reliability engineering.

Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers

2010-08-02 Technology & Engineering
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Release : 2010-08-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 207/5 ( reviews)

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Book Synopsis Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers by : Anatoly Lisnianski

Download or read book Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers written by Anatoly Lisnianski. This book was released on 2010-08-02. Available in PDF, EPUB and Kindle. Book excerpt: Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers presents a comprehensive, up-to-date description of multi-state system (MSS) reliability as a natural extension of classical binary-state reliability. It presents all essential theoretical achievements in the field, but is also practically oriented. New theoretical issues are described, including: • combined Markov and semi-Markov processes methods, and universal generating function techniques; • statistical data processing for MSSs; • reliability analysis of aging MSSs; • methods for cost-reliability and cost-availability analysis of MSSs; and • main definitions and concepts of fuzzy MSS. Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers also discusses life cycle cost analysis and practical optimal decision making for real world MSSs. Numerous examples are included in each section in order to illustrate mathematical tools. Besides these examples, real world MSSs (such as power generating and transmission systems, air-conditioning systems, production systems, etc.) are considered as case studies. Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers also describes basic concepts of MSS, MSS reliability measures and tools for MSS reliability assessment and optimization. It is a self-contained study resource and does not require prior knowledge from its readers, making the book attractive for researchers as well as for practical engineers and industrial managers.

The Universal Generating Function in Reliability Analysis and Optimization

2006-02-04 Technology & Engineering
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Release : 2006-02-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 454/5 ( reviews)

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Book Synopsis The Universal Generating Function in Reliability Analysis and Optimization by : Gregory Levitin

Download or read book The Universal Generating Function in Reliability Analysis and Optimization written by Gregory Levitin. This book was released on 2006-02-04. Available in PDF, EPUB and Kindle. Book excerpt: Many real systems are composed of multi-state components with different performance levels and several failure modes. These affect the whole system's performance. Most books on reliability theory cover binary models that allow a system only to function perfectly or fail completely. "The Universal Generating Function in Reliability Analysis and Optimization" is the first book that gives a comprehensive description of the universal generating function technique and its applications in binary and multi-state system reliability analysis. Features: - an introduction to basic tools of multi-state system reliability and optimization; - applications of the universal generating function in widely used multi-state systems; - examples of the adaptation of the universal generating function to different systems in mechanical, industrial and software engineering. This monograph will be of value to anyone interested in system reliability, performance analysis and optimization in industrial, electrical and nuclear engineering.

System Reliability Assessment and Optimization

2022-06-07 Technology & Engineering
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Release : 2022-06-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 878/5 ( reviews)

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Book Synopsis System Reliability Assessment and Optimization by : Yan-Fu Li

Download or read book System Reliability Assessment and Optimization written by Yan-Fu Li. This book was released on 2022-06-07. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive overview of the recently developed methods for assessing and optimizing system reliability and safety. It consists of two main parts, for assessment and optimization methods, respectively. The former covers multi-state system modelling and reliability evaluation, Markov processes, Monte Carlo simulation and uncertainty treatments under poor knowledge. The reviewed methods range from piecewise-deterministic Markov process to belief functions. The latter covers mathematical programs, evolutionary algorithms, multi-objective optimization and optimization under uncertainty. The reviewed methods range from non-dominated sorting genetic algorithm to robust optimization. This book also includes the applications of the assessment and optimization method on real world cases, particularly for the reliability and safety of renewable energy systems. From this point of view, the book bridges the gap between theoretical development and engineering practice.

Recent Advances in Multi-state Systems Reliability

2017-08-12 Technology & Engineering
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Release : 2017-08-12
Genre : Technology & Engineering
Kind : eBook
Book Rating : 232/5 ( reviews)

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Book Synopsis Recent Advances in Multi-state Systems Reliability by : Anatoly Lisnianski

Download or read book Recent Advances in Multi-state Systems Reliability written by Anatoly Lisnianski. This book was released on 2017-08-12. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses a modern topic in reliability: multi-state and continuous-state system reliability, which has been intensively developed in recent years. It offers an up-to-date overview of the latest developments in reliability theory for multi-state systems, engineering applications to a variety of technical problems, and case studies that will be of interest to reliability engineers and industrial managers. It also covers corresponding theoretical issues, as well as case studies illustrating the applications of the corresponding theoretical advances. The book is divided into two parts: Modern Mathematical Methods for Multi-state System Reliability Analysis (Part 1), and Applications and Case Studies (Part 2), which examines real-world multi-state systems. It will greatly benefit scientists and researchers working in reliability, as well as practitioners and managers with an interest in reliability and performability analysis. It can also be used as a textbook or as a supporting text for postgraduate courses in Industrial Engineering, Electrical Engineering, Mechanical Engineering, Applied Mathematics, and Operations Research.

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