Simulation Methods For Reliability And Availability Of Complex Systems

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Simulation Methods for Reliability and Availability of Complex Systems

Javier Faulin,Angel A. Juan,Sebastián Salvador Martorell Alsina,Jose Emmanuel Ramirez-Marquez
Simulation Methods for Reliability and Availability of Complex Systems Book PDF

Author : Javier Faulin,Angel A. Juan,Sebastián Salvador Martorell Alsina,Jose Emmanuel Ramirez-Marquez
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 54,5 Mb
Release : 2010-04-22
Category : Computers
ISBN : 9781848822139

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Simulation Methods for Reliability and Availability of Complex Systems by Javier Faulin,Angel A. Juan,Sebastián Salvador Martorell Alsina,Jose Emmanuel Ramirez-Marquez Pdf

Simulation Methods for Reliability and Availability of Complex Systems discusses the use of computer simulation-based techniques and algorithms to determine reliability and availability (R and A) levels in complex systems. The book: shares theoretical or applied models and decision support systems that make use of simulation to estimate and to improve system R and A levels, forecasts emerging technologies and trends in the use of computer simulation for R and A and proposes hybrid approaches to the development of efficient methodologies designed to solve R and A-related problems in real-life systems. Dealing with practical issues, Simulation Methods for Reliability and Availability of Complex Systems is designed to support managers and system engineers in the improvement of R and A, as well as providing a thorough exploration of the techniques and algorithms available for researchers, and for advanced undergraduate and postgraduate students.

Reliability and Maintenance of Complex Systems

Süleyman Özekici
Reliability and Maintenance of Complex Systems Book PDF

Author : Süleyman Özekici
Publisher : Springer Science & Business Media
Page : 597 pages
File Size : 44,9 Mb
Release : 2013-06-29
Category : Computers
ISBN : 9783662032749

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Reliability and Maintenance of Complex Systems by Süleyman Özekici Pdf

Complex high-technology devices are in growing use in industry, service sectors, and everyday life. Their reliability and maintenance is of utmost importance in view of their cost and critical functions. This book focuses on this theme and is intended to serve as a graduate-level textbook and reference book for scientists and academics in the field. The chapters are grouped into five complementary parts that cover the most important aspects of reliability and maintenance: stochastic models of reliability and maintenance, decision models involving optimal replacement and repair, stochastic methods in software engineering, computational methods and simulation, and maintenance management systems. This wide range of topics provides the reader with a complete picture in a self-contained volume.

The Monte Carlo Simulation Method for System Reliability and Risk Analysis

Enrico Zio
The Monte Carlo Simulation Method for System Reliability and Risk Analysis Book PDF

Author : Enrico Zio
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 40,6 Mb
Release : 2012-11-02
Category : Technology & Engineering
ISBN : 9781447145882

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The Monte Carlo Simulation Method for System Reliability and Risk Analysis by Enrico Zio Pdf

Monte Carlo simulation is one of the best tools for performing realistic analysis of complex systems as it allows most of the limiting assumptions on system behavior to be relaxed. The Monte Carlo Simulation Method for System Reliability and Risk Analysis comprehensively illustrates the Monte Carlo simulation method and its application to reliability and system engineering. Readers are given a sound understanding of the fundamentals of Monte Carlo sampling and simulation and its application for realistic system modeling. Whilst many of the topics rely on a high-level understanding of calculus, probability and statistics, simple academic examples will be provided in support to the explanation of the theoretical foundations to facilitate comprehension of the subject matter. Case studies will be introduced to provide the practical value of the most advanced techniques. This detailed approach makes The Monte Carlo Simulation Method for System Reliability and Risk Analysis a key reference for senior undergraduate and graduate students as well as researchers and practitioners. It provides a powerful tool for all those involved in system analysis for reliability, maintenance and risk evaluations.

Modeling for Reliability Analysis

Jan Pukite,Paul Pukite
Modeling for Reliability Analysis Book PDF

Author : Jan Pukite,Paul Pukite
Publisher : John Wiley & Sons
Page : 290 pages
File Size : 43,6 Mb
Release : 1998-06-22
Category : Computers
ISBN : 9780780334823

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Modeling for Reliability Analysis by Jan Pukite,Paul Pukite Pdf

"Markov modeling has long been accepted as a fundamental and powerful technique for the fault tolerance analysis of mission-critical applications. However, the elaborate computations required have often made Markov modeling too time-consuming to be of practical use on these complex systems. With this hands-on tool, designers can use the Markov modeling technique to analyze safety, reliability, maintainability, and cost-effectiveness factors in the full range of complex systems in use today. Featuring ground-breaking simulation software and a comprehensive reference manual, MARKOV MODELING FOR RELIABILITY ANALYSIS helps system designers surmount the mathematical computations that have previously prevented effective reliability analysis. The text and software compose a valuable self-study tool that is complete with detailed explanations, examples, and a library of Markov models that can be used for experiments and as derivations for new simulation models. The book details how these analyses are conducted, while providing hands-on instruction on how to develop reliability models for the full range of system configurations. Computer-Aided Rate Modeling and Simulation (CARMS) software is an integrated modeling tool that includes a diagram-based environment for model setup, a spreadsheet like interface for data entry, an expert system link for automatic model construction, and an interactive graphic interface for displaying simulation results."

Complex Data Modeling and Computationally Intensive Statistical Methods

Pietro Mantovan,Piercesare Secchi
Complex Data Modeling and Computationally Intensive Statistical Methods Book PDF

Author : Pietro Mantovan,Piercesare Secchi
Publisher : Springer Science & Business Media
Page : 164 pages
File Size : 54,5 Mb
Release : 2011-01-27
Category : Computers
ISBN : 9788847013865

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Complex Data Modeling and Computationally Intensive Statistical Methods by Pietro Mantovan,Piercesare Secchi Pdf

Selected from the conference "S.Co.2009: Complex Data Modeling and Computationally Intensive Methods for Estimation and Prediction," these 20 papers cover the latest in statistical methods and computational techniques for complex and high dimensional datasets.

Reliability Analysis and Asset Management of Engineering Systems

Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva
Reliability Analysis and Asset Management of Engineering Systems Book PDF

Author : Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva
Publisher : Elsevier
Page : 316 pages
File Size : 53,6 Mb
Release : 2021-09-24
Category : Business & Economics
ISBN : 9780128235225

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Reliability Analysis and Asset Management of Engineering Systems by Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva Pdf

Reliability Analysis and Asset Management of Engineering Systems explains methods that can be used to evaluate reliability and availability of complex systems, including simulation-based methods. The increasing digitization of mechanical processes driven by Industry 4.0 increases the interaction between machines and monitoring and control systems, leading to increases in system complexity. For those systems the reliability and availability analyses are increasingly challenging, as the interaction between machines has become more complex, and the analysis of the flexibility of the production systems to respond to machinery failure may require advanced simulation techniques. This book fills a gap on how to deal with such complex systems by linking the concepts of systems reliability and asset management, and then making these solutions more accessible to industry by explaining the availability analysis of complex systems based on simulation methods that emphasise Petri nets. Explains how to use a monitoring database to perform important tasks including an update of complex systems reliability Shows how to diagnose probable machinery-based causes of system performance degradation by using a monitoring database and reliability estimates in an integrated way Describes practical techniques for the application of AI and machine learning methods to fault detection and diagnosis problems

Reliability Models of Complex Systems for Robots and Automation

Hamed Fazlollahtabar,Seyed Taghi Akhavan Niaki
Reliability Models of Complex Systems for Robots and Automation Book PDF

Author : Hamed Fazlollahtabar,Seyed Taghi Akhavan Niaki
Publisher : CRC Press
Page : 96 pages
File Size : 44,5 Mb
Release : 2017-11-15
Category : Technology & Engineering
ISBN : 9781351337328

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Reliability Models of Complex Systems for Robots and Automation by Hamed Fazlollahtabar,Seyed Taghi Akhavan Niaki Pdf

Availability of a system is a crucial factor for planning and optimization. The concept is more challenging for modern systems such as robots and autonomous systems consisting of a complex configuration of components. As complex systems have become global and essential in today’s society, their reliable design and the determination of their availability have turned into a very important task for managers and engineers. Reliability Models of Complex Systems for Robots and Automation offers different models and approaches for reliability evaluation and optimization of a complex autonomous system. Comprehensive fault tree analysis on the critical components of industrial robots and its integration with the reliability block diagram approach is designed in order to investigate the robot system reliability. The cost and hazard decision tree are integrated for the first time in an approach to evaluate the reliability of a complex system. Considers a complex production system composing of several autonomous robots Develops binary state reliability evaluation model for a complex system Introduces new concepts of hazard decision tree Proposes fault tree and reliability block diagram for complex robotic systems Develops stochastic process based reliability evaluation and optimization models Today’s competitive world with increasing customer demands for highly reliable products makes reliability engineering a more challenging task. Reliability analysis is one of the main tools to ensure agreed delivery deadlines which in turn maintains certainty in real tangible factors such as customer goodwill and company reputation.

Safety and Reliability: Methodology and Applications

Tomasz Nowakowski,Marek Mlynczak,Anna Jodejko-Pietruczuk,Sylwia Werbinska-Wojciechowska
Safety and Reliability Methodology and Applications Book PDF

Author : Tomasz Nowakowski,Marek Mlynczak,Anna Jodejko-Pietruczuk,Sylwia Werbinska-Wojciechowska
Publisher : CRC Press
Page : 408 pages
File Size : 41,9 Mb
Release : 2014-09-01
Category : Technology & Engineering
ISBN : 9781315736976

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Safety and Reliability: Methodology and Applications by Tomasz Nowakowski,Marek Mlynczak,Anna Jodejko-Pietruczuk,Sylwia Werbinska-Wojciechowska Pdf

Within the last fifty years the performance requirements for technical objects and systems were supplemented with: customer expectations (quality), abilities to prevent the loss of the object properties in operation time (reliability and maintainability), protection against the effects of undesirable events (safety and security) and the ability to

Reliability and Safety of Complex Technical Systems and Processes

Krzysztof Kołowrocki,Joanna Soszyńska-Budny
Reliability and Safety of Complex Technical Systems and Processes Book PDF

Author : Krzysztof Kołowrocki,Joanna Soszyńska-Budny
Publisher : Springer Science & Business Media
Page : 405 pages
File Size : 45,9 Mb
Release : 2011-07-31
Category : Technology & Engineering
ISBN : 0857296949

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Reliability and Safety of Complex Technical Systems and Processes by Krzysztof Kołowrocki,Joanna Soszyńska-Budny Pdf

Reliability and Safety of Complex Technical Systems and Processes offers a comprehensive approach to the analysis, identification, evaluation, prediction and optimization of complex technical systems operation, reliability and safety. Its main emphasis is on multistate systems with ageing components, changes to their structure, and their components reliability and safety parameters during the operation processes. Reliability and Safety of Complex Technical Systems and Processes presents integrated models for the reliability, availability and safety of complex non-repairable and repairable multistate technical systems, with reference to their operation processes and their practical applications to real industrial systems. The authors consider variables in different operation states, reliability and safety structures, and the reliability and safety parameters of components, as well as suggesting a cost analysis for complex technical systems. Researchers and industry practitioners will find information on a wide range of complex technical systems in Reliability and Safety of Complex Technical Systems and Processes. It may prove an easy-to-use guide to reliability and safety evaluations of real complex technical systems, both during their operation and at the design stages.

Fast Sequential Monte Carlo Methods for Counting and Optimization

Reuven Y. Rubinstein,Ad Ridder,Radislav Vaisman
Fast Sequential Monte Carlo Methods for Counting and Optimization Book PDF

Author : Reuven Y. Rubinstein,Ad Ridder,Radislav Vaisman
Publisher : John Wiley & Sons
Page : 206 pages
File Size : 47,8 Mb
Release : 2013-12-04
Category : Mathematics
ISBN : 9781118612262

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Fast Sequential Monte Carlo Methods for Counting and Optimization by Reuven Y. Rubinstein,Ad Ridder,Radislav Vaisman Pdf

A comprehensive account of the theory and application of Monte Carlo methods Based on years of research in efficient Monte Carlo methods for estimation of rare-event probabilities, counting problems, and combinatorial optimization, Fast Sequential Monte Carlo Methods for Counting and Optimization is a complete illustration of fast sequential Monte Carlo techniques. The book provides an accessible overview of current work in the field of Monte Carlo methods, specifically sequential Monte Carlo techniques, for solving abstract counting and optimization problems. Written by authorities in the field, the book places emphasis on cross-entropy, minimum cross-entropy, splitting, and stochastic enumeration. Focusing on the concepts and application of Monte Carlo techniques, Fast Sequential Monte Carlo Methods for Counting and Optimization includes: Detailed algorithms needed to practice solving real-world problems Numerous examples with Monte Carlo method produced solutions within the 1-2% limit of relative error A new generic sequential importance sampling algorithm alongside extensive numerical results An appendix focused on review material to provide additional background information Fast Sequential Monte Carlo Methods for Counting and Optimization is an excellent resource for engineers, computer scientists, mathematicians, statisticians, and readers interested in efficient simulation techniques. The book is also useful for upper-undergraduate and graduate-level courses on Monte Carlo methods.

Reliability and Availability of Quality Control Based on Wavelet Computer Vision

Ivica Kuzmanić,Igor Vujović
Reliability and Availability of Quality Control Based on Wavelet Computer Vision Book PDF

Author : Ivica Kuzmanić,Igor Vujović
Publisher : Springer
Page : 68 pages
File Size : 51,6 Mb
Release : 2014-11-18
Category : Technology & Engineering
ISBN : 9783319133171

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Reliability and Availability of Quality Control Based on Wavelet Computer Vision by Ivica Kuzmanić,Igor Vujović Pdf

This short book presents a framework for assessing the reliability and availability of visual quality control systems, placing particular emphasis on wavelet-based analysis. It presents experimental results pertaining to the sensitivity of visual quality control to noise, as an example of dependencies. The influencing parameters are analyzed and included in the reliability model. These parameters are divided between the software and the hardware group, with one condition representing a combination of software and hardware, and another representing a combination of hardware and environmental conditions. In closing, the book suggests potential alternative approaches and examines system availability and reliability models, as well as calculations of their solutions.

Computational Intelligence in Reliability Engineering

Gregory Levitin
Computational Intelligence in Reliability Engineering Book PDF

Author : Gregory Levitin
Publisher : Springer
Page : 398 pages
File Size : 41,8 Mb
Release : 2006-12-13
Category : Technology & Engineering
ISBN : 9783540373681

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Computational Intelligence in Reliability Engineering by Gregory Levitin Pdf

This book covers the recent applications of computational intelligence techniques in reliability engineering. This volume contains a survey of the contributions made to the optimal reliability design literature in recent years. It also contains chapters devoted to different applications of a genetic algorithm in reliability engineering and to combinations of this algorithm with other computational intelligence techniques.

Reliability and Optimal Maintenance

Hongzhou Wang,Hoang Pham
Reliability and Optimal Maintenance Book PDF

Author : Hongzhou Wang,Hoang Pham
Publisher : Springer Science & Business Media
Page : 346 pages
File Size : 49,8 Mb
Release : 2006-09-27
Category : Technology & Engineering
ISBN : 9781846283253

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Reliability and Optimal Maintenance by Hongzhou Wang,Hoang Pham Pdf

Based on the authors’ research, Reliability and Optimal Maintenance presents the latest theories and methods of reliability and maintenance with an emphasis on multi-component systems, while also considering current hot topics in reliability and maintenance including: imperfect repair, economic dependence and opportunistic maintenance, and correlated failure and repair. Software reliability and maintenance cost, and warranty cost considerations are also considered.

Research Challenges in Modeling and Simulation for Engineering Complex Systems

Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal
Research Challenges in Modeling and Simulation for Engineering Complex Systems Book PDF

Author : Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal
Publisher : Springer
Page : 119 pages
File Size : 48,8 Mb
Release : 2017-08-18
Category : Computers
ISBN : 9783319585444

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Research Challenges in Modeling and Simulation for Engineering Complex Systems by Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal Pdf

This illuminating text/reference presents a review of the key aspects of the modeling and simulation (M&S) life cycle, and examines the challenges of M&S in different application areas. The authoritative work offers valuable perspectives on the future of research in M&S, and its role in engineering complex systems. Topics and features: reviews the challenges of M&S for urban infrastructure, healthcare delivery, automated vehicle manufacturing, deep space missions, and acquisitions enterprise; outlines research issues relating to conceptual modeling, covering the development of explicit and unambiguous models, communication and decision-making, and architecture and services; considers key computational challenges in the execution of simulation models, in order to best exploit emerging computing platforms and technologies; examines efforts to understand and manage uncertainty inherent in M&S processes, and how these can be unified under a consistent theoretical and philosophical foundation; discusses the reuse of models and simulations to accelerate the simulation model development process. This thought-provoking volume offers important insights for all researchers involved in modeling and simulation across the full spectrum of disciplines and applications, defining a common research agenda to support the entire M&S research community.

Operations Management

Antonella Petrillo,Fabio De Felice,Germano Lambert-Torres,Erik Bonaldi
Operations Management Book PDF

Author : Antonella Petrillo,Fabio De Felice,Germano Lambert-Torres,Erik Bonaldi
Publisher : BoD – Books on Demand
Page : 382 pages
File Size : 45,7 Mb
Release : 2021-03-03
Category : Business & Economics
ISBN : 9781838811877

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Operations Management by Antonella Petrillo,Fabio De Felice,Germano Lambert-Torres,Erik Bonaldi Pdf

Global competition has caused fundamental changes in the competitive environment of the manufacturing and service industries. Firms should develop strategic objectives that, upon achievement, result in a competitive advantage in the market place. The forces of globalization on one hand and rapidly growing marketing opportunities overseas, especially in emerging economies on the other, have led to the expansion of operations on a global scale. The book aims to cover the main topics characterizing operations management including both strategic issues and practical applications. A global environmental business including both manufacturing and services is analyzed. The book contains original research and application chapters from different perspectives. It is enriched through the analyses of case studies.