Prognostics and Health Management of Engineering Systems

Prognostics and Health Management of Engineering Systems
Author: Nam-Ho Kim,Dawn An,Joo-Ho Choi
Publsiher: Springer
Total Pages: 347
Release: 2016-10-24
ISBN: 3319447424
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Prognostics and Health Management of Engineering Systems Book Excerpt:

This book introduces the methods for predicting the future behavior of a system’s health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms of model definition, model parameter estimation, and ability to handle noise and bias in data, allowing readers to select the appropriate methods for their fields of application.Among the many topics discussed in-depth are:• Prognostics tutorials using least-squares• Bayesian inference and parameter estimation• Physics-based prognostics algorithms including nonlinear least squares, Bayesian method, and particle filter• Data-driven prognostics algorithms including Gaussian process regression and neural network• Comparison of different prognostics algorithms divThe authors also present several applications of prognostics in practical engineering systems, including wear in a revolute joint, fatigue crack growth in a panel, prognostics using accelerated life test data, fatigue damage in bearings, and more. Prognostics tutorials with a Matlab code using simple examples are provided, along with a companion website that presents Matlab programs for different algorithms as well as measurement data. Each chapter contains a comprehensive set of exercise problems, some of which require Matlab programs, making this an ideal book for graduate students in mechanical, civil, aerospace, electrical, and industrial engineering and engineering mechanics, as well as researchers and maintenance engineers in the above fields.

Prognostics and Health Management of Engineering Systems

Prognostics and Health Management of Engineering Systems
Author: Nam-Ho Kim,Dawn An,Joo-Ho Choi
Publsiher: Springer
Total Pages: 386
Release: 2016-10-23
ISBN: 9783319447407
Category: Science
Language: EN, FR, DE, ES & NL

Prognostics and Health Management of Engineering Systems Book Excerpt:

This book introduces the methods for predicting the future behavior of a system’s health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms of model definition, model parameter estimation, and ability to handle noise and bias in data, allowing readers to select the appropriate methods for their fields of application.Among the many topics discussed in-depth are:• Prognostics tutorials using least-squares• Bayesian inference and parameter estimation• Physics-based prognostics algorithms including nonlinear least squares, Bayesian method, and particle filter• Data-driven prognostics algorithms including Gaussian process regression and neural network• Comparison of different prognostics algorithms divThe authors also present several applications of prognostics in practical engineering systems, including wear in a revolute joint, fatigue crack growth in a panel, prognostics using accelerated life test data, fatigue damage in bearings, and more. Prognostics tutorials with a Matlab code using simple examples are provided, along with a companion website that presents Matlab programs for different algorithms as well as measurement data. Each chapter contains a comprehensive set of exercise problems, some of which require Matlab programs, making this an ideal book for graduate students in mechanical, civil, aerospace, electrical, and industrial engineering and engineering mechanics, as well as researchers and maintenance engineers in the above fields.

International Journal of Prognostics and Health Management Volume 1 color

International Journal of Prognostics and Health Management Volume 1  color
Author: PHM Society
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN: 1936263106
Category: Electronic Book
Language: EN, FR, DE, ES & NL

International Journal of Prognostics and Health Management Volume 1 color Book Excerpt:

From Prognostics and Health Systems Management to Predictive Maintenance 2

From Prognostics and Health Systems Management to Predictive Maintenance 2
Author: Brigitte Chebel-Morello,Jean-Marc Nicod,Christophe Varnier
Publsiher: John Wiley & Sons
Total Pages: 170
Release: 2017-07-17
ISBN: 1119436850
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

From Prognostics and Health Systems Management to Predictive Maintenance 2 Book Excerpt:

This book is the second volume in a set of books dealing with the evolution of technology, IT and organizational approaches and what this means for industrial equipment. The authors address this increasing complexity in two parts, focusing specifically on the field of Prognostics and Health Management (PHM). Having tackled the PHM cycle in the first volume, the purpose of this book is to tackle the other phases of PHM, including the traceability of data, information and knowledge, and the ability to make decisions accordingly. The book concludes with a summary analysis and perspectives regarding this emerging domain, since without traceability, knowledge and decision, any prediction of the health state of a system cannot be exploited.

International Journal of Prognostics and Health Management Volume 3 color

International Journal of Prognostics and Health Management Volume 3  color
Author: PHM Society
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN: 1936263122
Category: Electronic Book
Language: EN, FR, DE, ES & NL

International Journal of Prognostics and Health Management Volume 3 color Book Excerpt:

Probabilistic Prognostics and Health Management of Energy Systems

Probabilistic Prognostics and Health Management of Energy Systems
Author: Stephen Ekwaro-Osire,Aparecido Carlos Gonçalves,Fisseha M. Alemayehu
Publsiher: Springer
Total Pages: 277
Release: 2017-04-25
ISBN: 3319558528
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Probabilistic Prognostics and Health Management of Energy Systems Book Excerpt:

This book proposes the formulation of an efficient methodology that estimates energy system uncertainty and predicts Remaining Useful Life (RUL) accurately with significantly reduced RUL prediction uncertainty. Renewable and non-renewable sources of energy are being used to supply the demands of societies worldwide. These sources are mainly thermo-chemo-electro-mechanical systems that are subject to uncertainty in future loading conditions, material properties, process noise, and other design parameters.It book informs the reader of existing and new ideas that will be implemented in RUL prediction of energy systems in the future. The book provides case studies, illustrations, graphs, and charts. Its chapters consider engineering, reliability, prognostics and health management, probabilistic multibody dynamical analysis, peridynamic and finite-element modelling, computer science, and mathematics.

Prognostics and Health Management

Prognostics and Health Management
Author: Douglas Goodman,James P. Hofmeister,Ferenc Szidarovszky
Publsiher: John Wiley & Sons
Total Pages: 384
Release: 2019-04-01
ISBN: 1119356709
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Prognostics and Health Management Book Excerpt:

A comprehensive guide to the application and processing of condition-based data to produce prognostic estimates of functional health and life. Prognostics and Health Management provides an authoritative guide for an understanding of the rationale and methodologies of a practical approach for improving system reliability using conditioned-based data (CBD) to the monitoring and management of health of systems. This proven approach uses electronic signatures extracted from conditioned-based electrical signals, including those representing physical components, and employs processing methods that include data fusion and transformation, domain transformation, and normalization, canonicalization and signal-level translation to support the determination of predictive diagnostics and prognostics. Written by noted experts in the field, Prognostics and Health Management clearly describes how to extract signatures from conditioned-based data using conditioning methods such as data fusion and transformation, domain transformation, data type transformation and indirect and differential comparison. This important resource: Integrates data collecting, mathematical modelling and reliability prediction in one volume Contains numerical examples and problems with solutions that help with an understanding of the algorithmic elements and processes Presents information from a panel of experts on the topic Follows prognostics based on statistical modelling, reliability modelling and usage modelling methods Written for system engineers working in critical process industries and automotive and aerospace designers, Prognostics and Health Management offers a guide to the application of condition-based data to produce signatures for input to predictive algorithms to produce prognostic estimates of functional health and life.

Prognostics and Health Management of Electronics

Prognostics and Health Management of Electronics
Author: Michael G. Pecht,Myeongsu Kang
Publsiher: John Wiley & Sons
Total Pages: 800
Release: 2018-08-21
ISBN: 1119515351
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Prognostics and Health Management of Electronics Book Excerpt:

An indispensable guide for engineers and data scientists in design, testing, operation, manufacturing, and maintenance A road map to the current challenges and available opportunities for the research and development of Prognostics and Health Management (PHM), this important work covers all areas of electronics and explains how to: assess methods for damage estimation of components and systems due to field loading conditions assess the cost and benefits of prognostic implementations develop novel methods for in situ monitoring of products and systems in actual life-cycle conditions enable condition-based (predictive) maintenance increase system availability through an extension of maintenance cycles and/or timely repair actions; obtain knowledge of load history for future design, qualification, and root cause analysis reduce the occurrence of no fault found (NFF) subtract life-cycle costs of equipment from reduction in inspection costs, downtime, and inventory Prognostics and Health Management of Electronics also explains how to understand statistical techniques and machine learning methods used for diagnostics and prognostics. Using this valuable resource, electrical engineers, data scientists, and design engineers will be able to fully grasp the synergy between IoT, machine learning, and risk assessment.

International Journal of Prognostics and Health Management Volume 2 B W

International Journal of Prognostics and Health Management Volume 2  B W
Author: PHM Society
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN: 1936263149
Category: Electronic Book
Language: EN, FR, DE, ES & NL

International Journal of Prognostics and Health Management Volume 2 B W Book Excerpt:

Integrated System Health Management

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

Integrated System Health Management Book Excerpt:

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

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: 1000755711
Category: Computers
Language: EN, FR, DE, ES & NL

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

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. With contributions from many top authorities on the subject, this volume is the first to bring together the t

Proceedings of the 27th International Conference on Systems Engineering ICSEng 2020

Proceedings of the 27th International Conference on Systems Engineering  ICSEng 2020
Author: Henry Selvaraj,Grzegorz Chmaj,Dawid Zydek
Publsiher: Springer Nature
Total Pages: 466
Release: 2021-01-06
ISBN: 3030657965
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of the 27th International Conference on Systems Engineering ICSEng 2020 Book Excerpt:

This book covers topics such as AeroSpace Systems, Intelligent Systems, Machine Learning and Analytics, Internet of Things, Applied Media Informatics and Technology, Adaptive Control Systems, Software Engineering and Cyber-Physical Systems. Research in the discipline of Systems Engineering is an important concept in the advancement of engineering and information sciences. Systems Engineering attempts to integrate many of the traditional engineering disciplines to solve large complex functioning engineering systems, dependent on components from all the disciplines. The research papers contained in these proceedings reflect the state of the art in Systems Engineering from all over the world and serve as vital references to researchers to follow. This book is a very good resource for graduate students, researchers and scholars who want to learn about the most recent development in the fields.

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: 2889712990
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

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

IJPHM Special Issue on Wind Turbine PHM Color

IJPHM Special Issue on Wind Turbine PHM  Color
Author: PHM Society
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN: 1936263092
Category: Electronic Book
Language: EN, FR, DE, ES & NL

IJPHM Special Issue on Wind Turbine PHM Color Book Excerpt:

IoT and Spacecraft Informatics

IoT and Spacecraft Informatics
Author: K.L. Yung,Andrew W. Ip,Fatos Xhafa,K.K. Tseng
Publsiher: Elsevier
Total Pages: 376
Release: 2022-04-01
ISBN: 0128210524
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

IoT and Spacecraft Informatics Book Excerpt:

IoT and Spacecraft Informatics provides the theory and applications of IoT systems in the design, development and operation of spacecraft. Sections present a high-level overview of IoT and introduce key concepts needed to successfully design IoT solutions, key technologies, protocols, and technical building blocks that combine into complete IoT solutions. The book features the latest advances, findings and state-of-the-art in research, case studies, development and implementation of IoT technologies for spacecraft and space systems. In addition, it concentrates on different aspects and techniques to achieve automatic control of spacecraft. This book is for researchers, PhD students, engineers and specialists in aerospace engineering as well as those in computer science, computer engineering or mechatronics. Presents state-of-the-art research on IoT and spacecraft technology Provides artificial intelligence-based solutions and robotics for space exploration applications Introduces new applications and case studies of IoT and spacecraft informatics

Servitization and Physical Asset Management

Servitization and Physical Asset Management
Author: Michael John Provost
Publsiher: SAE International
Total Pages: 326
Release: 2018-12-30
ISBN: 0768095735
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Servitization and Physical Asset Management Book Excerpt:

Servitization and Physical Asset Management, third edition, was developed to provide a structured source of guidance and reference information on the business opportunities linked to servitization and the management of physical assets.A growing trend in the global economy, servitization focuses on the actual deliverables of an asset from the perspective of the customer: electricity instead of the power plant, thrust instead of the engine, mobility instead of a plane or a car.The book offers high-level overviews of how to servitized and manage assets from a variety of perspectives, reviewing nearly 1,500 books, magazine articles, papers and presentations and websites.Written by Michael J. Provost, Ph.D., and a subject matter expert in modeling, simulation, analysis and condition monitoring, Servitization and Physical Asset Management, third edition, is an invaluable reference to those considering providing asset management services for the products they design and manufacture. It is also meant to support middle management wishing to know what needs to be done to look after the assets they are responsible for and who to approach for help, and academics doing research in this field.

From Prognostics and Health Systems Management to Predictive Maintenance 1

From Prognostics and Health Systems Management to Predictive Maintenance 1
Author: Rafael Gouriveau,Kamal Medjaher,Noureddine Zerhouni
Publsiher: John Wiley & Sons
Total Pages: 182
Release: 2016-10-14
ISBN: 1119371066
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

From Prognostics and Health Systems Management to Predictive Maintenance 1 Book Excerpt:

This book addresses the steps needed to monitor health assessment systems and the anticipation of their failures: choice and location of sensors, data acquisition and processing, health assessment and prediction of the duration of residual useful life. The digital revolution and mechatronics foreshadowed the advent of the 4.0 industry where equipment has the ability to communicate. The ubiquity of sensors (300,000 sensors in the new generations of aircraft) produces a flood of data requiring us to give meaning to information and leads to the need for efficient processing and a relevant interpretation. The process of traceability and capitalization of data is a key element in the context of the evolution of the maintenance towards predictive strategies.

Prognostics and Remaining Useful Life RUL Estimation

Prognostics and Remaining Useful Life  RUL  Estimation
Author: Diego Galar,Kai Goebel,Peter Sandborn,Uday Kumar
Publsiher: CRC Press
Total Pages: 489
Release: 2021-12-15
ISBN: 1000518264
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Prognostics and Remaining Useful Life RUL Estimation Book Excerpt:

Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment. Condition-based maintenance (CBM) is one such method, and prognostics forms a key element of a CBM program based on mathematical models for predicting remaining useful life (RUL). Prognostics and Remaining Useful Life (RUL) Estimation: Predicting with Confidence compares the techniques and models used to estimate the RUL of different assets, including a review of the relevant literature on prognostic techniques and their use in the industrial field. This book describes different approaches and prognosis methods for different assets backed up by appropriate case studies. FEATURES Presents a compendium of RUL estimation methods and technologies used in predictive maintenance Describes different approaches and prognosis methods for different assets Includes a comprehensive compilation of methods from model-based and data-driven to hybrid Discusses the benchmarking of RUL estimation methods according to accuracy and uncertainty, depending on the target application, the type of asset, and the forecast performance expected Contains a toolset of methods and a way of deployment aimed at a versatile audience This book is aimed at professionals, senior undergraduates, and graduate students in all interdisciplinary engineering streams that focus on prognosis and maintenance.

Prognostics and Health Management of Electronics

Prognostics and Health Management of Electronics
Author: Michael G. Pecht
Publsiher: John Wiley & Sons
Total Pages: 300
Release: 2008-09-11
ISBN: 0470385839
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Prognostics and Health Management of Electronics Book Excerpt:

The first book on Prognostics and Health Management of Electronics Recently, the field of prognostics for electronic products has received increased attention due to the potential to provide early warning of system failures, forecast maintenance as needed, and reduce life cycle costs. In response to the subject's growing interest among industry, government, and academic professionals, this book provides a road map to the current challenges and opportunities for research and development in Prognostics and Health Management (PHM). The book begins with a review of PHM and the techniques being developed to enable a prognostics approach for electronic products and systems. building on this foundation, the book then presents the state of the art in sensor systems for in-situ health and usage monitoring. Next, it discusses the various models and algorithms that can be utilized in PHM. Finally, it concludes with a discussion of the opportunities in future research. Readers can use the information in this book to: Detect and isolate faults Reduce the occurrence of No Fault Found (NFF) Provide advanced warning of system failures Enable condition-based (predictive) maintenance Obtain knowledge of load history for future design, qualification, and root cause analysis Increase system availability through an extension of maintenance cycles and/or timely repair actions Subtract life cycle costs of equipment from reduction in inspection costs, down time, and inventory Prognostics and Health Management of Electronics is an indispensable reference for electrical engineers in manufacturing, systems maintenance, and management, as well as design engineers in all areas of electronics.

Safety and Reliability Safe Societies in a Changing World

Safety and Reliability     Safe Societies in a Changing World
Author: Stein Haugen,Anne Barros,Coen van Gulijk,Trond Kongsvik,Jan Erik Vinnem
Publsiher: CRC Press
Total Pages: 3202
Release: 2018-06-15
ISBN: 1351174649
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Safety and Reliability Safe Societies in a Changing World Book Excerpt:

Safety and Reliability – Safe Societies in a Changing World collects the papers presented at the 28th European Safety and Reliability Conference, ESREL 2018 in Trondheim, Norway, June 17-21, 2018. The contributions cover a wide range of methodologies and application areas for safety and reliability that contribute to safe societies in a changing world. These methodologies and applications include: - foundations of risk and reliability assessment and management - mathematical methods in reliability and safety - risk assessment - risk management - system reliability - uncertainty analysis - digitalization and big data - prognostics and system health management - occupational safety - accident and incident modeling - maintenance modeling and applications - simulation for safety and reliability analysis - dynamic risk and barrier management - organizational factors and safety culture - human factors and human reliability - resilience engineering - structural reliability - natural hazards - security - economic analysis in risk management Safety and Reliability – Safe Societies in a Changing World will be invaluable to academics and professionals working in a wide range of industrial and governmental sectors: offshore oil and gas, nuclear engineering, aeronautics and aerospace, marine transport and engineering, railways, road transport, automotive engineering, civil engineering, critical infrastructures, electrical and electronic engineering, energy production and distribution, environmental engineering, information technology and telecommunications, insurance and finance, manufacturing, marine transport, mechanical engineering, security and protection, and policy making.