Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems
Author: Hamid Reza Karimi
Publsiher: Academic Press
Total Pages: 419
Release: 2021-06-05
ISBN 10: 0128224886
ISBN 13: 9780128224885
Language: EN, FR, DE, ES & NL

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems Book Review:

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems gives a systematic description of the many facets of envisaging, designing, implementing, and experimentally exploring emerging trends in fault diagnosis and failure prognosis in mechanical, electrical, hydraulic and biomedical systems. The book is devoted to the development of mathematical methodologies for fault diagnosis and isolation, fault tolerant control, and failure prognosis problems of engineering systems. Sections present new techniques in reliability modeling, reliability analysis, reliability design, fault and failure detection, signal processing, and fault tolerant control of engineering systems. Sections focus on the development of mathematical methodologies for diagnosis and prognosis of faults or failures, providing a unified platform for understanding and applicability of advanced diagnosis and prognosis methodologies for improving reliability purposes in both theory and practice, such as vehicles, manufacturing systems, circuits, flights, biomedical systems. This book will be a valuable resource for different groups of readers – mechanical engineers working on vehicle systems, electrical engineers working on rotary machinery systems, control engineers working on fault detection systems, mathematicians and physician working on complex dynamics, and many more. Presents recent advances of theory, technological aspects, and applications of advanced diagnosis and prognosis methodologies in engineering applications Provides a series of the latest results, including fault detection, isolation, fault tolerant control, failure prognosis of components, and more Gives numerical and simulation results in each chapter to reflect engineering practices

Intelligent Fault Diagnosis and Prognosis for Engineering Systems

Intelligent Fault Diagnosis and Prognosis for Engineering Systems
Author: George Vachtsevanos,Frank L. Lewis,Michael Roemer,Andrew Hess,Biqing Wu
Publsiher: Wiley
Total Pages: 456
Release: 2006-09-29
ISBN 10: 9780471729990
ISBN 13: 047172999X
Language: EN, FR, DE, ES & NL

Intelligent Fault Diagnosis and Prognosis for Engineering Systems Book Review:

Expert guidance on theory and practice in condition-based intelligent machine fault diagnosis and failure prognosis Intelligent Fault Diagnosis and Prognosis for Engineering Systems gives a complete presentation of basic essentials of fault diagnosis and failure prognosis, and takes a look at the cutting-edge discipline of intelligent fault diagnosis and failure prognosis technologies for condition-based maintenance. It thoroughly details the interdisciplinary methods required to understand the physics of failure mechanisms in materials, structures, and rotating equipment, and also presents strategies to detect faults or incipient failures and predict the remaining useful life of failing components. Case studies are used throughout the book to illustrate enabling technologies. Intelligent Fault Diagnosis and Prognosis for Engineering Systems offers material in a holistic and integrated approach that addresses the various interdisciplinary components of the field--from electrical, mechanical, industrial, and computer engineering to business management. This invaluably helpful book: * Includes state-of-the-art algorithms, methodologies, and contributions from leading experts, including cost-benefit analysis tools and performance assessment techniques * Covers theory and practice in a way that is rooted in industry research and experience * Presents the only systematic, holistic approach to a strongly interdisciplinary topic

Bond Graphs for Modelling Control and Fault Diagnosis of Engineering Systems

Bond Graphs for Modelling  Control and Fault Diagnosis of Engineering Systems
Author: Wolfgang Borutzky
Publsiher: Springer
Total Pages: 679
Release: 2016-12-31
ISBN 10: 3319474340
ISBN 13: 9783319474342
Language: EN, FR, DE, ES & NL

Bond Graphs for Modelling Control and Fault Diagnosis of Engineering Systems Book Review:

This book presents theory and latest application work in Bond Graph methodology with a focus on: • Hybrid dynamical system models, • Model-based fault diagnosis, model-based fault tolerant control, fault prognosis • and also addresses • Open thermodynamic systems with compressible fluid flow, • Distributed parameter models of mechanical subsystems. In addition, the book covers various applications of current interest ranging from motorised wheelchairs, in-vivo surgery robots, walking machines to wind-turbines.The up-to-date presentation has been made possible by experts who are active members of the worldwide bond graph modelling community. This book is the completely revised 2nd edition of the 2011 Springer compilation text titled Bond Graph Modelling of Engineering Systems – Theory, Applications and Software Support. It extends the presentation of theory and applications of graph methodology by new developments and latest research results. Like the first edition, this book addresses readers in academia as well as practitioners in industry and invites experts in related fields to consider the potential and the state-of-the-art of bond graph modelling.

Diagnostics and Prognostics of Engineering Systems Methods and Techniques

Diagnostics and Prognostics of Engineering Systems  Methods and Techniques
Author: Kadry, Seifedine
Publsiher: IGI Global
Total Pages: 461
Release: 2012-09-30
ISBN 10: 146662096X
ISBN 13: 9781466620964
Language: EN, FR, DE, ES & NL

Diagnostics and Prognostics of Engineering Systems Methods and Techniques Book Review:

Industrial Prognostics predicts an industrial system’s lifespan using probability measurements to determine the way a machine operates. Prognostics are essential in determining being able to predict and stop failures before they occur. Therefore the development of dependable prognostic procedures for engineering systems is important to increase the system’s performance and reliability. Diagnostics and Prognostics of Engineering Systems: Methods and Techniques provides widespread coverage and discussions on the methods and techniques of diagnosis and prognosis systems. Including practical examples to display the method’s effectiveness in real-world applications as well as the latest trends and research, this reference source aims to introduce fundamental theory and practice for system diagnosis and prognosis.

Fault Detection Diagnosis and Prognosis

Fault Detection  Diagnosis and Prognosis
Author: Fausto Pedro García Márquez
Publsiher: BoD – Books on Demand
Total Pages: 176
Release: 2020-02-05
ISBN 10: 1789842131
ISBN 13: 9781789842135
Language: EN, FR, DE, ES & NL

Fault Detection Diagnosis and Prognosis Book Review:

This book presents the main concepts, state of the art, advances, and case studies of fault detection, diagnosis, and prognosis. This topic is a critical variable in industry to reach and maintain competitiveness. Therefore, proper management of the corrective, predictive, and preventive politics in any industry is required. This book complements other subdisciplines such as economics, finance, marketing, decision and risk analysis, engineering, etc. The book presents real case studies in multiple disciplines. It considers the main topics using prognostic and subdiscipline techniques. It is essential to link these topics with the areas of finance, scheduling, resources, downtime, etc. to increase productivity, profitability, maintainability, reliability, safety, and availability, and reduce costs and downtime. Advances in mathematics, modeling, computational techniques, dynamic analysis, etc. are employed analytically. Computational techniques, dynamic analysis, probabilistic methods, and mathematical optimization techniques are expertly blended to support the analysis of prognostic problems with defined constraints and requirements. The book is intended for graduate students and professionals in industrial engineering, business administration, industrial organization, operations management, applied microeconomics, and the decisions sciences, either studying maintenance or needing to solve large, specific, and complex maintenance management problems as part of their jobs. The work will also be of interest to researches from academia.

NASA Tech Briefs

NASA Tech Briefs
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2007
ISBN 10: 1928374650XXX
ISBN 13: STANFORD:36105131887098
Language: EN, FR, DE, ES & NL

NASA Tech Briefs Book Review:

Fault Diagnosis of Hybrid Dynamic and Complex Systems

Fault Diagnosis of Hybrid Dynamic and Complex Systems
Author: Moamar Sayed-Mouchaweh
Publsiher: Springer
Total Pages: 286
Release: 2018-03-27
ISBN 10: 3319740148
ISBN 13: 9783319740140
Language: EN, FR, DE, ES & NL

Fault Diagnosis of Hybrid Dynamic and Complex Systems Book Review:

Online fault diagnosis is crucial to ensure safe operation of complex dynamic systems in spite of faults affecting the system behaviors. Consequences of the occurrence of faults can be severe and result in human casualties, environmentally harmful emissions, high repair costs, and economical losses caused by unexpected stops in production lines. The majority of real systems are hybrid dynamic systems (HDS). In HDS, the dynamical behaviors evolve continuously with time according to the discrete mode (configuration) in which the system is. Consequently, fault diagnosis approaches must take into account both discrete and continuous dynamics as well as the interactions between them in order to perform correct fault diagnosis. This book presents recent and advanced approaches and techniques that address the complex problem of fault diagnosis of hybrid dynamic and complex systems using different model-based and data-driven approaches in different application domains (inductor motors, chemical process formed by tanks, reactors and valves, ignition engine, sewer networks, mobile robots, planetary rover prototype etc.). These approaches cover the different aspects of performing single/multiple online/offline parametric/discrete abrupt/tear and wear fault diagnosis in incremental/non-incremental manner, using different modeling tools (hybrid automata, hybrid Petri nets, hybrid bond graphs, extended Kalman filter etc.) for different classes of hybrid dynamic and complex systems.

Diagnostic Techniques in Industrial Engineering

Diagnostic Techniques in Industrial Engineering
Author: Mangey Ram,J. Paulo Davim
Publsiher: Springer
Total Pages: 247
Release: 2017-10-20
ISBN 10: 3319654977
ISBN 13: 9783319654973
Language: EN, FR, DE, ES & NL

Diagnostic Techniques in Industrial Engineering Book Review:

This book presents the most important tools, techniques, strategy and diagnostic methods used in industrial engineering. The current widely accepted methods of diagnosis and their properties are discussed. Also, the possible fruitful areas for further research in the field are identified.

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Author: Ashok N. Srivastava,Jiawei Han
Publsiher: CRC Press
Total Pages: 502
Release: 2016-04-19
ISBN 10: 1439841799
ISBN 13: 9781439841792
Language: EN, FR, DE, ES & NL

Machine Learning and Knowledge Discovery for Engineering Systems Health Management Book Review:

This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.

Intelligent Diagnosis and Prognosis of Industrial Networked Systems

Intelligent Diagnosis and Prognosis of Industrial Networked Systems
Author: Chee Khiang Pang,Frank L. Lewis,Tong Heng Lee,Zhao Yang Dong
Publsiher: CRC Press
Total Pages: 332
Release: 2017-07-28
ISBN 10: 1439840598
ISBN 13: 9781439840597
Language: EN, FR, DE, ES & NL

Intelligent Diagnosis and Prognosis of Industrial Networked Systems Book Review:

In an era of intense competition where plant operating efficiencies must be maximized, downtime due to machinery failure has become more costly. To cut operating costs and increase revenues, industries have an urgent need to predict fault progression and remaining lifespan of industrial machines, processes, and systems. An engineer who mounts an acoustic sensor onto a spindle motor wants to know when the ball bearings will wear out without having to halt the ongoing milling processes. A scientist working on sensor networks wants to know which sensors are redundant and can be pruned off to save operational and computational overheads. These scenarios illustrate a need for new and unified perspectives in system analysis and design for engineering applications. Intelligent Diagnosis and Prognosis of Industrial Networked Systems proposes linear mathematical tool sets that can be applied to realistic engineering systems. The book offers an overview of the fundamentals of vectors, matrices, and linear systems theory required for intelligent diagnosis and prognosis of industrial networked systems. Building on this theory, it then develops automated mathematical machineries and formal decision software tools for real-world applications. The book includes portable tool sets for many industrial applications, including: Forecasting machine tool wear in industrial cutting machines Reduction of sensors and features for industrial fault detection and isolation (FDI) Identification of critical resonant modes in mechatronic systems for system design of R&D Probabilistic small-signal stability in large-scale interconnected power systems Discrete event command and control for military applications The book also proposes future directions for intelligent diagnosis and prognosis in energy-efficient manufacturing, life cycle assessment, and systems of systems architecture. Written in a concise and accessible style, it presents tools that are mathematically rigorous but not involved. Bridging academia, research, and industry, this reference supplies the know-how for engineers and managers making decisions about equipment maintenance, as well as researchers and students in the field.

Simulation Methods for Reliability and Availability of Complex Systems

Simulation Methods for Reliability and Availability of Complex Systems
Author: Javier Faulin,Angel A. Juan,Sebastián Salvador Martorell Alsina,Jose Emmanuel Ramirez-Marquez
Publsiher: Springer Science & Business Media
Total Pages: 316
Release: 2010-04-22
ISBN 10: 1848822138
ISBN 13: 9781848822139
Language: EN, FR, DE, ES & NL

Simulation Methods for Reliability and Availability of Complex Systems Book Review:

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.

The Monte Carlo Methods

The Monte Carlo Methods
Author: Abdo Abou Jaoudé
Publsiher: BoD – Books on Demand
Total Pages: 232
Release: 2022-03-09
ISBN 10: 1839687592
ISBN 13: 9781839687594
Language: EN, FR, DE, ES & NL

The Monte Carlo Methods Book Review:

In applied mathematics, the name Monte Carlo is given to the method of solving problems by means of experiments with random numbers. This name, after the casino at Monaco, was first applied around 1944 to the method of solving deterministic problems by reformulating them in terms of a problem with random elements, which could then be solved by large-scale sampling. But, by extension, the term has come to mean any simulation that uses random numbers. Monte Carlo methods have become among the most fundamental techniques of simulation in modern science. This book is an illustration of the use of Monte Carlo methods applied to solve specific problems in mathematics, engineering, physics, statistics, and science in general.

Nuclear Power Plant Equipment Prognostics and Health Management Based on Data driven methods

Nuclear Power Plant Equipment Prognostics and Health Management Based on Data driven methods
Author: Jun Wang,Xianping Zhong,Xingang Zhao,Joseph P. Yurko,Shripad T. Revankar
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2021-09-13
ISBN 10: 2889712990
ISBN 13: 9782889712991
Language: EN, FR, DE, ES & NL

Nuclear Power Plant Equipment Prognostics and Health Management Based on Data driven methods Book Review:

Model based Health Monitoring of Hybrid Systems

Model based Health Monitoring of Hybrid Systems
Author: Danwei Wang,Ming Yu,Chang Boon Low,Shai Arogeti
Publsiher: Springer Science & Business Media
Total Pages: 297
Release: 2013-05-23
ISBN 10: 1461473691
ISBN 13: 9781461473695
Language: EN, FR, DE, ES & NL

Model based Health Monitoring of Hybrid Systems Book Review:

This book systematically presents a comprehensive framework and effective techniques for in-depth analysis, clear design procedure, and efficient implementation of diagnosis and prognosis algorithms for hybrid systems. It offers an overview of the fundamentals of diagnosis\prognosis and hybrid bond graph modeling. This book also describes hybrid bond graph-based quantitative fault detection, isolation and estimation. Moreover, it also presents strategies to track the system mode and predict the remaining useful life under multiple fault condition. A real world complex hybrid system—a vehicle steering control system—is studied using the developed fault diagnosis methods to show practical significance. Readers of this book will benefit from easy-to-understand fundamentals of bond graph models, concepts of health monitoring, fault diagnosis and failure prognosis, as well as hybrid systems. The reader will gain knowledge of fault detection and isolation in complex systems including those with hybrid nature, and will learn state-of-the-art developments in theory and technologies of fault diagnosis and failure prognosis for complex systems.

Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency

Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency
Author: Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar
Publsiher: Springer Nature
Total Pages: 260
Release: 2021-08-21
ISBN 10: 3030855848
ISBN 13: 9783030855840
Language: EN, FR, DE, ES & NL

Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency Book Review:

This book provides readers with an overview of recent theories and methods for studying complex mechanical systems used in energy production, such as wind turbines, but not limited to them. The emphasis is put on strategies for increasing energy efficiency, and on recent industrial applications. Topics cover dynamics and vibration, vibroacoustics, engineering design, modelling and simulation, fault diagnostics, signal processing and prognostics. The book is based on peer-review contributions and invited talks presented at the first International Workshop on MOdelling and Simulation of COmplex Systems for Sustainable Energy Efficiency, MOSCOSSEE 2021, held online on February 25-26, 2021, and organized by the LAboratory of Mechanics, Modelling and Production (LA2MP) from University of Sfax, Tunisia and the Department of Mechanical and Aeronautical engineering, Centre of Asset Integrity Management (C-AIM) from University of Pretoria, South Africa. By offering authoritative information on innovative methods and tools for application in renewable energy production, it provides a valuable resource to both academics and professionals, and a bridge to facilitate communication between the two groups.

Risk Based Engineering

Risk Based Engineering
Author: Prabhakar V. Varde,Michael G. Pecht
Publsiher: Springer
Total Pages: 568
Release: 2018-04-19
ISBN 10: 9811300909
ISBN 13: 9789811300905
Language: EN, FR, DE, ES & NL

Risk Based Engineering Book Review:

The book comprehensively covers the various aspects of risk modeling and analysis in technological contexts. It pursues a systems approach to modeling risk and reliability concerns in engineering, and covers the key concepts of risk analysis and mathematical tools used to assess and account for risk in engineering problems. The relevance of incorporating risk-based structures in design and operations is also stressed, with special emphasis on the human factor and behavioral risks. The book uses the nuclear plant, an extremely complex and high-precision engineering environment, as an example to develop the concepts discussed. The core mechanical, electronic and physical aspects of such a complex system offer an excellent platform for analyzing and creating risk-based models. The book also provides real-time case studies in a separate section to demonstrate the use of this approach. There are many limitations when it comes to applications of risk-based approaches to engineering problems. The book is structured and written in a way that addresses these key gap areas to help optimize the overall methodology. This book serves as a textbook for graduate and advanced undergraduate courses on risk and reliability in engineering. It can also be used outside the classroom for professional development courses aimed at practicing engineers or as an introduction to risk-based engineering for professionals, researchers, and students interested in the field.

International Journal of Prognostics and Health Management Volume 3 B W

International Journal of Prognostics and Health Management Volume 3  B W
Author: PHM Society
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN 10: 1936263157
ISBN 13: 9781936263158
Language: EN, FR, DE, ES & NL

International Journal of Prognostics and Health Management Volume 3 B W Book Review:

Business Information Systems

Business Information Systems
Author: Witold Abramowicz,Adrian Paschke
Publsiher: Springer
Total Pages: 426
Release: 2018-07-11
ISBN 10: 3319939319
ISBN 13: 9783319939315
Language: EN, FR, DE, ES & NL

Business Information Systems Book Review:

This book constitutes the proceedings of the 21st International Conference on Business Information Systems, BIS 2018, held in Berlin, Germany, in July 2018. The BIS conference follows popular research trends, both in the academic and the business domain. Thus the theme of BIS 2018 was "Digital Transformation - An Imperative in Today's Business Markets". The 30 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: big and smart data and artificial intelligence; business and enterprise modeling; ICT project management; process management; smart infrastructures; social media and Web-based business information systems; applications, evaluations, and experiences.

Forecasting in Mathematics

Forecasting in Mathematics
Author: Abdo Abou Jaoude
Publsiher: BoD – Books on Demand
Total Pages: 154
Release: 2021-01-27
ISBN 10: 1838808256
ISBN 13: 9781838808259
Language: EN, FR, DE, ES & NL

Forecasting in Mathematics Book Review:

Mathematical probability and statistics are an attractive, thriving, and respectable part of mathematics. Some mathematicians and philosophers of science say they are the gateway to mathematics’ deepest mysteries. Moreover, mathematical statistics denotes an accumulation of mathematical discussions connected with efforts to most efficiently collect and use numerical data subject to random or deterministic variations. Currently, the concept of probability and mathematical statistics has become one of the fundamental notions of modern science and the philosophy of nature. This book is an illustration of the use of mathematics to solve specific problems in engineering, statistics, and science in general.

Integrated System Health Management

Integrated System Health Management
Author: Jiuping Xu,Lei Xu
Publsiher: Academic Press
Total Pages: 472
Release: 2017-05-18
ISBN 10: 012813268X
ISBN 13: 9780128132685
Language: EN, FR, DE, ES & NL

Integrated System Health Management Book Review:

ISHM is an innovative combination of technologies and methods that offers solutions to the reliability problems caused by increased complexities in design, manufacture, use conditions, and maintenance. Its key strength is in the successful integration of reliability (quantitative estimation of successful operation or failure), "diagnosibility" (ability to determine the fault source), and maintainability (how to maintain the performance of a system in operation). It draws on engineering issues such as advanced sensor monitoring, redundancy management, probabilistic reliability theory, artificial intelligence for diagnostics and prognostics, and formal validation methods, but also "quasi-technical" techniques and disciplines such as quality assurance, systems architecture and engineering, knowledge capture, information fusion, testability and maintainability, and human factors. This groundbreaking book defines and explains this new discipline, providing frameworks and methodologies for implementation and further research. Each chapter includes experiments, numerical examples, simulations and case studies. It is the ideal guide to this crucial topic for professionals or researchers in aerospace systems, systems engineering, production engineering, and reliability engineering. Solves prognostic information selection and decision-level information fusion issues Presents integrated evaluation methodologies for complex aerospace system health conditions and software system reliability assessment Proposes a framework to perform fault diagnostics with a distributed intelligent agent system and a data mining approach for multistate systems Explains prognostic methods that combine both the qualitative system running state prognostics and the quantitative remaining useful life prediction