From Prognostics And Health Systems Management To Predictive Maintenance 2
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From Prognostics And Health Systems Management To Predictive Maintenance 2
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Author : Brigitte Chebel-Morello
language : en
Publisher: John Wiley & Sons
Release Date : 2017-07-17
From Prognostics And Health Systems Management To Predictive Maintenance 2 written by Brigitte Chebel-Morello and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-17 with Technology & Engineering categories.
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.
From Prognostics And Health Systems Management To Predictive Maintenance 1
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Author : Rafael Gouriveau
language : en
Publisher: John Wiley & Sons
Release Date : 2016-10-14
From Prognostics And Health Systems Management To Predictive Maintenance 1 written by Rafael Gouriveau and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-14 with Technology & Engineering categories.
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.
A Process Centric View On Predictive Maintenance And Fleet Prognostics Development Of A Process Reference Model And A Development Method For Fleet Prognostics To Guide Predictive Maintenance Projects
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Author : Carolin Wagner
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date : 2022-08-12
A Process Centric View On Predictive Maintenance And Fleet Prognostics Development Of A Process Reference Model And A Development Method For Fleet Prognostics To Guide Predictive Maintenance Projects written by Carolin Wagner and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-12 with Computers categories.
In the age of digitalization and the fourth industrial revolution, predictive maintenance is becoming increasingly important as a proactive maintenance type. Despite the economic benefits that predictive maintenance generates for companies, its practical application is still in its early stages. This is often due to two prevailing challenges. First, there is a deficiency of knowledge about predictive maintenance and its concrete realization. Second, there is a lack of high quality and rich data of historical machine failures. To increase the representativeness of data, data from several similar machines (i.e. a fleet) should be considered. To foster the effective implementation of predictive maintenance, supportive guidance in the realization of a predictive maintenance project is needed. For this reason, this dissertation presents a process reference model and a development method for fleet prognostics. The process reference model describes a comprehensive and application-independent view of the complete predictive maintenance process. The model is supplemented by the fleet prognostic development method. To address the specific characteristics of the fleet, a systematic process is depicted which provides a means to assess the heterogeneity of the fleet from a data-driven perspective and simplifies the design of an algorithm considering fleet data. Finally, the applicability and value of the research results are demonstrated with three industrial cases
Prognostics And Health Management Of Electronics
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Author : Michael G. Pecht
language : en
Publisher: John Wiley & Sons
Release Date : 2018-08-15
Prognostics And Health Management Of Electronics written by Michael G. Pecht and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Technology & Engineering categories.
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.
Proceeding Of The 7th International Conference On Logistics Operations Management Gol 24
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Author : Youssef Benadada
language : en
Publisher: Springer Nature
Release Date : 2024-09-20
Proceeding Of The 7th International Conference On Logistics Operations Management Gol 24 written by Youssef Benadada and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-20 with Computers categories.
This book presents the advances in the concept, model, method, and tools for the global supply chain management. The conference took place in Marrakesh from May 2 to May 4, 2024. The 7th edition of this conference focused on Smart Sustainable and Green Logistics. The papers included in the book's proceedings cover various themes, such as: . Metaheuristics for industry 4.0 . Multi-agent systems for solving combinatorial optimization problems . Sustainability in supply chain management: a paradigm for global transformation . Sustainable and agile supply chain management . Sustainable and smart management of water resources: innovative optimization . Artificial intelligence and emerging technologies: advancements and applications . Artificial intelligence techniques and statistical modeling for mobility and urban logistics planning . Smart and green process in transport and logistics . Viability of logistics networks, structural dynamics and recovery strategy—low certainty context . Modeling, simulation and optimization . Planning and scheduling . Decision support systems . Risk management . Project management . Information systems integration . Supply chain design and control . Models and algorithms for electric mobility
From Prognostics And Health Systems Management To Predictive Maintenance 2
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Author : Brigitte Chebel-Morello
language : en
Publisher: Wiley-ISTE
Release Date : 2017-08-07
From Prognostics And Health Systems Management To Predictive Maintenance 2 written by Brigitte Chebel-Morello and has been published by Wiley-ISTE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-07 with Technology & Engineering categories.
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.
Acoustic Emission And Durability Of Composite Materials
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Author : Nathalie Godin
language : en
Publisher: John Wiley & Sons
Release Date : 2018-02-14
Acoustic Emission And Durability Of Composite Materials written by Nathalie Godin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-14 with Science categories.
In this book, two kinds of analysis based on acoustic emission recorded during mechanical tests are investigated. In the first, individual, analysis, acoustic signature of each damage mechanism is characterized. So with a clustering method, AE signals that have similar shapes or similar features can be group together into a cluster. Afterwards, each cluster can be linked with a main damage. The second analysis is based on a global AE analysis, on the investigation of liberated energy, with a view to identify a critical point. So beyond this characteristic point, the criticality can be modeled with a power-law in order to evaluate time to failure.
Advanced Numerical Methods With Matlab 1
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Author : Bouchaib Radi
language : en
Publisher: John Wiley & Sons
Release Date : 2018-03-15
Advanced Numerical Methods With Matlab 1 written by Bouchaib Radi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-15 with Mathematics categories.
Most physical problems can be written in the form of mathematical equations (differential, integral, etc.). Mathematicians have always sought to find analytical solutions to the equations encountered in the different sciences of the engineer (mechanics, physics, biology, etc.). These equations are sometimes complicated and much effort is required to simplify them. In the middle of the 20th century, the arrival of the first computers gave birth to new methods of resolution that will be described by numerical methods. They allow solving numerically as precisely as possible the equations encountered (resulting from the modeling of course) and to approach the solution of the problems posed. The approximate solution is usually computed on a computer by means of a suitable algorithm. The objective of this book is to introduce and study the basic numerical methods and those advanced to be able to do scientific computation. The latter refers to the implementation of approaches adapted to the treatment of a scientific problem arising from physics (meteorology, pollution, etc.) or engineering (structural mechanics, fluid mechanics, signal processing, etc.) .
Reliability Based Modeling Of System Performance
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Author : Abdelkhalak El Hami
language : en
Publisher: John Wiley & Sons
Release Date : 2023-10-10
Reliability Based Modeling Of System Performance written by Abdelkhalak El Hami and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-10 with Technology & Engineering categories.
Probabilistic modeling of system performance, built primarily on the foundation of reliability theory, is referred to as reliability-based modeling. This book progressively builds up the functional complexity of system modeling. It starts by modeling the simplest system that can be designed, and then moves to the functional modeling of the multi-state system, step-by-step. Reliability-based Modeling of System Performance deals with modeling the functioning of systems by presenting its concepts, methods and mathematical tools. It is accessible to engineering students and academics who have already acquired basic knowledge of probability theory, applied statistics, differential calculus, integrals, combinatorial calculus and Boolean algebra.
Fluid Mechanics
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Author : Michel Ledoux
language : en
Publisher: John Wiley & Sons
Release Date : 2017-01-18
Fluid Mechanics written by Michel Ledoux and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-18 with Science categories.
The book aims to provide an efficient methodology of solving a fluid mechanics problem. It aims to meet different objectives of the student, the future engineer or scientist. Using simple sizing calculations, and more advanced analytical calculations, the book covers all the essential numerical approaches for solving complex practical problems.