Intelligent Fault Diagnosis and Remaining Useful Life Prediction of Rotating Machinery

Author: Yaguo Lei

Publisher: Butterworth-Heinemann

ISBN: 0128115351

Category: Technology & Engineering

Page: 376

View: 7383

Intelligent Fault Diagnosis and Remaining Useful Life Prediction of Rotating Machinery provides a comprehensive introduction of intelligent fault diagnosis and RUL prediction based on the current achievements of the author's research group. The main contents include multi-domain signal processing and feature extraction, intelligent diagnosis models, clustering algorithms, hybrid intelligent diagnosis strategies, and RUL prediction approaches, etc. This book presents fundamental theories and advanced methods of identifying the occurrence, locations, and degrees of faults, and also includes information on how to predict the RUL of rotating machinery. Besides experimental demonstrations, many application cases are presented and illustrated to test the methods mentioned in the book. This valuable reference provides an essential guide on machinery fault diagnosis that helps readers understand basic concepts and fundamental theories. Academic researchers with mechanical engineering or computer science backgrounds, and engineers or practitioners who are in charge of machine safety, operation, and maintenance will find this book very useful. Provides a detailed background and roadmap of intelligent diagnosis and RUL prediction of rotating machinery, involving fault mechanisms, vibration characteristics, health indicators, and diagnosis and prognostics Presents basic theories, advanced methods, and the latest contributions in the field of intelligent fault diagnosis and RUL prediction Includes numerous application cases, and the methods, algorithms, and models introduced in the book are demonstrated by industrial experiences

Probabilistic Prognostics and Health Management of Energy Systems

Author: Stephen Ekwaro-Osire,Aparecido Carlos Gonçalves,Fisseha M. Alemayehu

Publisher: Springer

ISBN: 3319558528

Category: Technology & Engineering

Page: 277

View: 7955

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.

Human Systems Engineering and Design

Proceedings of the 1st International Conference on Human Systems Engineering and Design (IHSED2018): Future Trends and Applications, October 25-27, 2018, CHU-Université de Reims Champagne-Ardenne, France

Author: Tareq Ahram,Waldemar Karwowski,Redha Taiar

Publisher: Springer

ISBN: 3030020533

Category: Computers

Page: 1152

View: 2067

This book focuses on novel design and systems engineering approaches, including theories and best practices, for promoting a better integration of people and engineering systems. It covers a range of hot topics related to: development of activity-centered and user-centered systems; interface design and human-computer interaction; usability and user experience; cooperative, participatory and contextual models; emergent properties of human behavior; innovative materials in manufacturing, and many more. Particular emphasis is placed on applications in sports, healthcare, and medicine. The book, which gathers selected papers presented at the 1st International Conference on Human Systems Engineering and Design: Future Trends and Applications (IHSED 2018), held on October 25-27, 2018, at CHU-Université de Reims Champagne-Ardenne, France, provides researchers, practitioners and program managers with a snapshot of the state-of-the-art and current challenges in the field of human systems engineering and design.

Data Mining and Analysis in the Engineering Field

Author: Bhatnagar, Vishal

Publisher: IGI Global

ISBN: 1466660872

Category: Computers

Page: 405

View: 4891

Particularly in the fields of software engineering, virtual reality, and computer science, data mining techniques play a critical role in the success of a variety of projects and endeavors. Understanding the available tools and emerging trends in this field is an important consideration for any organization. Data Mining and Analysis in the Engineering Field explores current research in data mining, including the important trends and patterns and their impact in fields such as software engineering. With a focus on modern techniques as well as past experiences, this vital reference work will be of greatest use to engineers, researchers, and practitioners in scientific-, engineering-, and business-related fields.

Solid State Lighting Reliability Part 2

Components to Systems

Author: Willem Dirk van Driel,Xuejun Fan,Guo Qi Zhang

Publisher: Springer

ISBN: 3319581759

Category: Technology & Engineering

Page: 606

View: 9658

In the past four years we have witnessed rapid development in technology and significant market penetration in many applications for LED systems. New processes and new materials have been introduced; new standards and new testing methods have been developed; new driver, control and sensing technologies have been integrated; and new and unknown failure modes have also been presented. In this book, Solid State Lighting Reliability Part 2, we invited the experts from industry and academia to present the latest developments and findings in the LED system reliability arena. Topics in this book cover the early failures and critical steps in LED manufacturing; advances in reliability testing and standards; quality of colour and colour stability; degradation of optical materials and the associated chromaticity maintenance; characterization of thermal interfaces; LED solder joint testing and prediction; common failure modes in LED drivers; root causes for lumen depreciation; corrosion sensitivity of LED packages; reliability management for automotive LEDs, and lightning effects on LEDs. This book is a continuation of Solid State Lighting Reliability: Components to Systems (published in 2013), which covers reliability aspects ranging from the LED to the total luminaire or system of luminaires. Together, these two books are a full set of reference books for Solid State Lighting reliability from the performance of the (sub-) components to the total system, regardless its complexity.

Intelligent Fault Diagnosis and Prognosis for Engineering Systems

Author: George Vachtsevanos,Frank L. Lewis,Michael Roemer,Andrew Hess,Biqing Wu

Publisher: Wiley

ISBN: 9780471729990

Category: Technology & Engineering

Page: 456

View: 9103

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

Machinery Prognostics and Prognosis Oriented Maintenance Management

Author: Jihong Yan

Publisher: John Wiley & Sons

ISBN: 111863876X

Category: Technology & Engineering

Page: 375

View: 706

This book gives a complete presentatin of the basic essentials of machinery prognostics and prognosis oriented maintenance management, and takes a look at the cutting-edge discipline of intelligent failure prognosis technologies for condition-based maintenance. Presents an introduction to advanced maintenance systems, and discusses the key technologies for advanced maintenance by providing readers with up-to-date technologies Offers practical case studies on performance evaluation and fault diagnosis technology, fault prognosis and remaining useful life prediction and maintenance scheduling, enhancing the understanding of these technologies Pulls togeter recent developments and varying methods into one volume, complemented by practical examples to provide a complete reference

The Design of Everyday Things

Psychologie und Design der alltäglichen Dinge

Author: Norman Don

Publisher: Vahlen

ISBN: 3800648105

Category: Business & Economics

Page: 320

View: 4832

Apple, Audi, Braun oder Samsung machen es vor: Gutes Design ist heute eine kritische Voraussetzung für erfolgreiche Produkte. Dieser Klassiker beschreibt die fundamentalen Prinzipien, um Dinge des täglichen Gebrauchs umzuwandeln in unterhaltsame und zufriedenstellende Produkte. Don Norman fordert ein Zusammenspiel von Mensch und Technologie mit dem Ziel, dass Designer und Produktentwickler die Bedürfnisse, Fähigkeiten und Handlungsweisen der Nutzer in den Vordergrund stellen und Designs an diesen angepasst werden. The Design of Everyday Things ist eine informative und spannende Einführung für Designer, Marketer, Produktentwickler und für alle an gutem Design interessierten Menschen. Zum Autor Don Norman ist emeritierter Professor für Kognitionswissenschaften. Er lehrte an der University of California in San Diego und der Northwest University in Illinois. Mitte der Neunzigerjahre leitete Don Norman die Advanced Technology Group bei Apple. Dort prägte er den Begriff der User Experience, um über die reine Benutzbarkeit hinaus eine ganzheitliche Erfahrung der Anwender im Umgang mit Technik in den Vordergrund zu stellen. Norman ist Mitbegründer der Beratungsfirma Nielsen Norman Group und hat unter anderem Autohersteller von BMW bis Toyota beraten. „Keiner kommt an Don Norman vorbei, wenn es um Fragen zu einem Design geht, das sich am Menschen orientiert.“ Brand Eins 7/2013 „Design ist einer der wichtigsten Wettbewerbsvorteile. Dieses Buch macht Spaß zu lesen und ist von größter Bedeutung.” Tom Peters, Co-Autor von „Auf der Suche nach Spitzenleistungen“

Gasturbinen Handbuch

Author: Meherwan P. Boyce

Publisher: Springer-Verlag

ISBN: 3642598412

Category: Science

Page: 593

View: 8693

Dieses amerikanische Standardwerk wurde vom Übersetzer angepaßt auf die deutschen Verhältnisse. Es bietet wertvolle Informationen für Installation, Betrieb und Wartung, technische Details der Auslegung, Kennzahlen und vieles mehr.

Engineering Asset Management - Systems, Professional Practices and Certification

Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS)

Author: Peter W. Tse,Joseph Mathew,King Wong,Rocky Lam,C.N. Ko

Publisher: Springer

ISBN: 3319095072

Category: Technology & Engineering

Page: 1811

View: 7865

This proceeding represents state-of-the-art trends and developments in the emerging field of engineering asset management as presented at the Eight World Congress on Engineering Asset Management (WCEAM). The Proceedings of the WCEAM 2013 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, 2. Asset data warehousing, data mining and fusion, 3. Asset performance and level-of-service models, 4. Design and life-cycle integrity of physical assets, 5. Deterioration and preservation models for assets, 6. Education and training in asset management, 7. Engineering standards in asset management, 8. Fault diagnosis and prognostics, 9. Financial analysis methods for physical assets, 10. Human dimensions in integrated asset management, 11. Information quality management, 12. Information systems and knowledge management, 13. Intelligent sensors and devices, 14. Maintenance strategies in asset management, 15. Optimisation decisions in asset management, 16. Risk management in asset management, 17. Strategic asset management, 18. Sustainability in asset management. King WONG served as Congress Chair for WCEAM 2013 and ICUMAS 2013 is the President of the Hong Kong Institute of Utility Specialists (HKIUS) and Convener of International Institute of Utility Specialists (IIUS). Peter TSE is the Director of the Smart Engineering Asset Management laboratory (SEAM) at the City University of Hong Kong and served as the Chair of WCEAM 2013 Organising Committee. Joseph MATHEW served as the Co-Chair of WCEAM 2013 is also WCEAM’s General Chair. He is the Chief Executive Officer of Asset Institute, Australia.

Data mining

praktische Werkzeuge und Techniken für das maschinelle Lernen

Author: Ian H. Witten,Eibe Frank

Publisher: N.A

ISBN: 9783446215337


Page: 386

View: 8276

Engineering Asset Management and Infrastructure Sustainability

Proceedings of the 5th World Congress on Engineering Asset Management (WCEAM 2010)

Author: Joseph Mathew,Lin Ma,Andy Tan,Margot Weijnen,Jay Lee

Publisher: Springer Science & Business Media

ISBN: 0857294938

Category: Technology & Engineering

Page: 1160

View: 2034

Engineering Asset Management 2010 represents state-of-the art trends and developments in the emerging field of engineering asset management as presented at the Fifth World Congress on Engineering Asset Management (WCEAM). The proceedings of the WCEAM 2010 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 life-cycle integrity of physical 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 sensors and devices Maintenance strategies in asset management Optimisation decisions in asset management Risk management in asset management Strategic asset management Sustainability in asset management

Maschinelles Lernen

Author: Ethem Alpaydin

Publisher: De Gruyter Oldenbourg

ISBN: 9783486581140

Category: Machine learning

Page: 440

View: 7878

Maschinelles Lernen heißt, Computer so zu programmieren, dass ein bestimmtes Leistungskriterium anhand von Beispieldaten und Erfahrungswerten aus der Vergangenheit optimiert wird. Das vorliegende Buch diskutiert diverse Methoden, die ihre Grundlagen in verschiedenen Themenfeldern haben: Statistik, Mustererkennung, neuronale Netze, Künstliche Intelligenz, Signalverarbeitung, Steuerung und Data Mining. In der Vergangenheit verfolgten Forscher verschiedene Wege mit unterschiedlichen Schwerpunkten. Das Anliegen dieses Buches ist es, all diese unterschiedlichen Ansätze zu kombinieren, um eine allumfassende Behandlung der Probleme und ihrer vorgeschlagenen Lösungen zu geben.


Modelle und Methoden

Author: Günter Schmidt

Publisher: Springer-Verlag

ISBN: 364255976X

Category: Computers

Page: 211

View: 7968

Dieses Buch führt in grundlegende Modelle und Methoden für die Planung, Steuerung und Überwachung von Unternehmensprozessen ein. Im Mittelpunkt der Diskussion steht die Analyse der Abläufe mit dem Ziel der Optimierung. Besondere Aufmerksamkeit wird in der neuen Auflage analytischen und wissensbasierten Verfahren gewidmet. Zu diesem Zweck werden sowohl verschiedene Modelle entworfen als auch entsprechende Methoden zur Problemlösung vorgestellt. Dabei werden die Entwurfs- und die Realisierungsebene von Prozessen unterschieden und einer eingehenden Betrachtung unterzogen. Den Rahmen der Ausführungen bilden die Aufgaben des dispositiven Prozeßmanagements.


Author: Wladimir Schuisky

Publisher: Springer-Verlag

ISBN: 3709178789

Category: Technology & Engineering

Page: 501

View: 8478

Die Induktionsmaschine ist in ihrem Aufbau die einfachste elektrische Maschine. In der Ausführung mit Kurzschlußkäfig besitzt sie nur eine unter Spannung stehende Wicklung und stellt damit eine äußerst betriebssichere Maschine dar. Daher hat der Induktionsmotor einen außerordentlich großen Anwendungsbereich erobert. Zur Zeit beherrscht er das Gebiet der nicht regel baren Antriebe sowie der Antriebe mit geringen ~prüchen an die Regelbarkeit. Im Bestreben, den Anwendungsbereich der Induktionsmaschine zu erweitern, wurden die Eigenschaften der Maschine im Laufe der Zeit sowohl theoretisch als auch praktisch einer gründlichen Untersuchung unterzogen. Während das grund sätzliche Verhalten der Maschine bereits vor etwa 20 Jahren erforscht wurde und seinen Niederschlag in dem bekannten Buch von RICHTER gefunden hat, geht die Entwicklung der letzten Zeit in der Richtung der Verbesserung des Anlaufes, der Drehzahlregelung und der Verminderung der Zusatzverluste. Der Leistungsbereich der Maschine ist nach beiden Richtungen hin erweitert worden, wodurch dem Berechnungsingenieur neue Probleme gestellt wurden. Bei den großen Motoren sind dies: die mechanischen Kräfte und die Erwärmung sowohl im stationären als auch im Übergangszustand. Bei den kleinsten Motoren, die als Einphasenmotoren ausgeführt werden, steht die Beherrschung des Anlaufes im Brennpunkt der Entwicklung. Alle neueren Entwicklungsarbeiten sind zusammen mit den bereits bekannten und klassisch gewordenen Arbeiten im vorliegenden Werk gesammelt. Es gibt damit den heutigen Stand unserer Kenntnis über die Induktionsmaschinen wieder. Auch die langjährigen eigenen praktischen Erfahrungen des Verfassers in der Berechnung der Induktionsmaschinen sind hier berücksichtigt.