Equipment Health Monitoring In Complex Systems

Author : Stephen P. King, ,Andrew R. Mills,Visakan Kadirkamanathan,Dave A. Clifton
Publisher : Artech House
Page : 250 pages
File Size : 53,9 Mb
Release : 2017-10-31
Category : Computers
ISBN : 9781630814977

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Equipment Health Monitoring in Complex Systems by Stephen P. King, ,Andrew R. Mills,Visakan Kadirkamanathan,Dave A. Clifton Pdf

This timely resource provides a practical introduction to equipment health monitoring (EHM) to ensure the cost effective operation and control of critical systems in defense, industrial, and healthcare applications. This book highlights how to frame health monitoring design applications within a system engineering process, to ensure an optimized EHM functional architecture and practical algorithm design. This book clarifies the need for intelligent diagnostics and proposed health monitoring framework. Machine learning for health monitoring, including feature extraction, data visualization, model boundaries and performance is presented. Details about monitoring aircraft engines and model based monitoring systems are described in detail. Packed with two full chapters of case studies within industrial and healthcare settings, this book identifies key problems and provides insightful techniques for solving them. This resource provides a look into the future direction in health monitoring and emerging developments within sensing technology, big data analytics, and advanced computing capabilities.

Author : Gao Jinji
Publisher : Springer Nature
Page : 427 pages
File Size : 40,6 Mb
Release : 2022-10-27
Category : Technology & Engineering
ISBN : 9789811945144

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Artificial Self-recovery and Autonomous Health of Machine by Gao Jinji Pdf

This book explores the research fields of engineering cybernetics, bionics, artificial self-recovery and engineering self-recoveries. It explains the scientific and technological research results of artificial self-recovery, autonomous health technology and the application cases of assisted rehabilitation and autonomous health engineering. It provides guidance, latest research trends and development direction for researchers, scholars and engineers engaged in mechanical equipment fault diagnosis and autonomous health.

Author : Nada Matta,Yves Vandenboomgaerde,Jean Arlat
Publisher : John Wiley & Sons
Page : 277 pages
File Size : 49,6 Mb
Release : 2012-12-17
Category : Science
ISBN : 9781118588017

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Supervision and Safety of Complex Systems by Nada Matta,Yves Vandenboomgaerde,Jean Arlat Pdf

This book presents results of projects carried out by both scientific and industry researchers into the techniques to help in maintenance, control, supervision and security of systems, taking into account the technical environmental and human factors. This work is supported by the Scientific Group GIS 3SGS. It is a collaborative work from 13 partners (academic and industrial) who have come together to deal with security problems. The problems and techniques discussed mainly focus on stochastic and dynamic modeling, maintenance, forecasting, diagnosis, reliability, performance, organizational, human and environmental factors, uncertainty and experience feedback.

Author : Wieslaw Staszewski,C. Boller,G. R. Tomlinson
Publisher : John Wiley & Sons
Page : 290 pages
File Size : 45,8 Mb
Release : 2004-02-13
Category : Technology & Engineering
ISBN : 0470843403

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Health Monitoring of Aerospace Structures by Wieslaw Staszewski,C. Boller,G. R. Tomlinson Pdf

Providing quality research for the reader, this title encompasses all the recent developments in smart sensor technology for health monitoring in aerospace structures, providing a valuable introduction to damage detection techniques. Focussing on engineering applications, all chapters are written by smart structures and materials experts from aerospace manufacturers and research/academic institutions. This key reference: Discusses the most important aspects related to smart technologies for damage detection; this includes not only monitoring techniques but also aspects related to specifications, design parameters, assessment and qualification routes. Presents real case studies and applications; this includes in-flight tests; the work presented goes far beyond academic research applications. Displays a balance between theoretical developments and engineering applications

Author : Jay Lee,Jun Ni,Jagnathan Sarangapani,Joseph Mathew
Publisher : Springer Science & Business Media
Page : 709 pages
File Size : 54,5 Mb
Release : 2013-07-30
Category : Technology & Engineering
ISBN : 9781447149934

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Engineering Asset Management 2011 by Jay Lee,Jun Ni,Jagnathan Sarangapani,Joseph Mathew Pdf

This text represents state-of-the-art trends and developments in the emerging field of engineering asset management as presented at the Sixth World Congress on Engineering Asset Management (WCEAM) held in Cincinnati, OH, USA from October 3-5, 2011 The Proceedings of the WCEAM 2011 is an excellent reference for practitioners, researchers and students in the multidisciplinary field of asset management, covering topics such as: Asset condition monitoring and intelligent maintenance; Asset data warehousing, data mining and fusion; Asset performance and level-of-service models; Design and lifecycle integrity of physical assets; Deterioration and preservation models for assets; Education and training in asset management; Engineering standards in asset management; Fault diagnosis and prognostics; Financial analysis methods for physical assets; Human dimensions in integrated asset management; Information quality management; Information systems and knowledge management; Intelligent maintenance; Intelligent sensors and devices; Maintenance strategies in asset management; Optimization decisions in asset management; Prognostics & Health Management; Risk management in asset management; Strategic asset management; and Sustainability in asset management.

Author : Michael G. Pecht
Publisher : John Wiley & Sons
Page : 335 pages
File Size : 46,5 Mb
Release : 2008-09-11
Category : Technology & Engineering
ISBN : 9780470385838

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Prognostics and Health Management of Electronics by Michael G. Pecht Pdf

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.

Author : Kazuhiko Shibuya
Publisher : Springer Nature
Page : 286 pages
File Size : 52,9 Mb
Release : 2020-02-19
Category : Mathematics
ISBN : 9789811522482

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Digital Transformation of Identity in the Age of Artificial Intelligence by Kazuhiko Shibuya Pdf

This book examines the digital transformation of identity in the age of artificial intelligence. It articulates the nature of identity of human beings, based on cutting-edge knowledge in the field of AI and big-data sciences, and discusses identity by drawing on comprehensive investigations in digital social sciences and exploring wider disciplines related to philosophy, ethics, sociology, STS, computer sciences, engineering, and medical sciences. Reviewing contemporary conditions proliferated by advanced technological trends and unveiling social mechanisms of human identity, this book appeals to undergraduate and graduate students as well as academic researchers.

Author : Kadry, Seifedine
Publisher : IGI Global
Page : 461 pages
File Size : 51,6 Mb
Release : 2012-09-30
Category : Technology & Engineering
ISBN : 9781466620964

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Diagnostics and Prognostics of Engineering Systems: Methods and Techniques by Kadry, Seifedine Pdf

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.

Author : Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar
Publisher : Springer Nature
Page : 270 pages
File Size : 54,9 Mb
Release : 2021-08-21
Category : Technology & Engineering
ISBN : 9783030855840

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Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency by Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar Pdf

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.

Author : PHM Society
Publisher : Lulu.com
Page : 166 pages
File Size : 51,7 Mb
Release : 2024-06-17
Category : Electronic
ISBN : 9781936263097

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IJPHM Special Issue on Wind Turbine PHM (Color) by PHM Society Pdf

Author : Zhaklina Stamboliska,Eugeniusz Rusiński,Przemyslaw Moczko
Publisher : Springer
Page : 186 pages
File Size : 46,7 Mb
Release : 2014-11-15
Category : Technology & Engineering
ISBN : 9783319104942

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Proactive Condition Monitoring of Low-Speed Machines by Zhaklina Stamboliska,Eugeniusz Rusiński,Przemyslaw Moczko Pdf

This book broadens readers’ understanding of proactive condition monitoring of low- speed machines in heavy industries. It focuses on why low-speed machines are different than others and how maintenance of these machines should be implemented with particular attention. The authors explain the best available monitoring techniques for various equipment and the principle of how to get proactive information from each technique. They further put forward possible strategies for application of FEM for detection of faults and technical assessment of machinery. Implementation phases are described and industrial case studies of proactive condition monitoring are included. Proactive Condition Monitoring of Low-Speed Machines is an essential resource for engineers and technical managers across a range of industries as well as design engineers working in industrial product development.

Author : Diego Galar,Kai Goebel,Peter Sandborn,Uday Kumar
Publisher : CRC Press
Page : 489 pages
File Size : 52,5 Mb
Release : 2021-12-15
Category : Technology & Engineering
ISBN : 9781000518269

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Prognostics and Remaining Useful Life (RUL) Estimation by Diego Galar,Kai Goebel,Peter Sandborn,Uday Kumar Pdf

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.

Author : Yeliz Karaca,Dumitru Baleanu,Yu-Dong Zhang,Osvaldo Gervasi,Majaz Moonis
Publisher : Academic Press
Page : 352 pages
File Size : 50,8 Mb
Release : 2022-06-22
Category : Science
ISBN : 9780323886161

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Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems by Yeliz Karaca,Dumitru Baleanu,Yu-Dong Zhang,Osvaldo Gervasi,Majaz Moonis Pdf

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems addresses different uncertain processes inherent in the complex systems, attempting to provide global and robust optimized solutions distinctively through multifarious methods, technical analyses, modeling, optimization processes, numerical simulations, case studies as well as applications including theoretical aspects of complexity. Foregrounding Multi-chaos, Fractal and Multi-fractional in the era of Artificial Intelligence (AI), the edited book deals with multi- chaos, fractal, multifractional, fractional calculus, fractional operators, quantum, wavelet, entropy-based applications, artificial intelligence, mathematics-informed and data driven processes aside from the means of modelling, and simulations for the solution of multifaceted problems characterized by nonlinearity, non-regularity and self-similarity, frequently encountered in different complex systems. The fundamental interacting components underlying complexity, complexity thinking, processes and theory along with computational processes and technologies, with machine learning as the core component of AI demonstrate the enabling of complex data to augment some critical human skills. Appealing to an interdisciplinary network of scientists and researchers to disseminate the theory and application in medicine, neurology, mathematics, physics, biology, chemistry, information theory, engineering, computer science, social sciences and other far-reaching domains, the overarching aim is to empower out-of-the-box thinking through multifarious methods, directed towards paradoxical situations, uncertain processes, chaotic, transient and nonlinear dynamics of complex systems. Constructs and presents a multifarious approach for critical decision-making processes embodying paradoxes and uncertainty. Includes a combination of theory and applications with regard to multi-chaos, fractal and multi-fractional as well as AI of different complex systems and many-body systems. Provides readers with a bridge between application of advanced computational mathematical methods and AI based on comprehensive analyses and broad theories.

Author : Buddy D. Ratner,Allan S. Hoffman,Frederick J. Schoen,Jack E. Lemons,Joseph Dyro,Orjan G. Martinsen,Richard Kyle,Bernhard Preim,Dirk Bartz,Sverre Grimnes,Daniel Vallero,John Semmlow,W. Bosseau Murray,Reinaldo Perez,Isaac Bankman,Stanley Dunn,Yoshito Ikada,Prabhas V. Moghe,Alkis Constantinides
Publisher : Academic Press
Page : 816 pages
File Size : 49,8 Mb
Release : 2009-03-23
Category : Science
ISBN : 0123746477

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Biomedical Engineering e-Mega Reference by Buddy D. Ratner,Allan S. Hoffman,Frederick J. Schoen,Jack E. Lemons,Joseph Dyro,Orjan G. Martinsen,Richard Kyle,Bernhard Preim,Dirk Bartz,Sverre Grimnes,Daniel Vallero,John Semmlow,W. Bosseau Murray,Reinaldo Perez,Isaac Bankman,Stanley Dunn,Yoshito Ikada,Prabhas V. Moghe,Alkis Constantinides Pdf

A one-stop Desk Reference, for Biomedical Engineers involved in the ever expanding and very fast moving area; this is a book that will not gather dust on the shelf. It brings together the essential professional reference content from leading international contributors in the biomedical engineering field. Material covers a broad range of topics including: Biomechanics and Biomaterials; Tissue Engineering; and Biosignal Processing * A fully searchable Mega Reference Ebook, providing all the essential material needed by Biomedical and Clinical Engineers on a day-to-day basis. * Fundamentals, key techniques, engineering best practice and rules-of-thumb together in one quick-reference. * Over 2,500 pages of reference material, including over 1,500 pages not included in the print edition

Author : G. Grigoras,P. Lorenz
Publisher : IOS Press
Page : 1224 pages
File Size : 44,6 Mb
Release : 2023-12-19
Category : Computers
ISBN : 9781643684451

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Advances in Artificial Intelligence, Big Data and Algorithms by G. Grigoras,P. Lorenz Pdf

Computers and automation have revolutionized the lives of most people in the last two decades, and terminology such as algorithms, big data and artificial intelligence have become part of our everyday discourse. This book presents the proceedings of CAIBDA 2023, the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms, held from 16 - 18 June 2023 as a hybrid conference in Zhengzhou, China. The conference provided a platform for some 200 participants to discuss the theoretical and computational aspects of research in artificial intelligence, big data and algorithms, reviewing the present status and future perspectives of the field. A total of 362 submissions were received for the conference, of which 148 were accepted following a thorough double-blind peer review. Topics covered at the conference included artificial intelligence tools and applications; intelligent estimation and classification; representation formats for multimedia big data; high-performance computing; and mathematical and computer modeling, among others. The book provides a comprehensive overview of this fascinating field, exploring future scenarios and highlighting areas where new ideas have emerged over recent years. It will be of interest to all those whose work involves artificial intelligence, big data and algorithms.