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From Prognostics and Health Systems Management to Predictive Maintenance 2

2017-07-19 Technology & Engineering
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Release : 2017-07-19
Genre : Technology & Engineering
Kind : eBook
Book Rating : 869/5 ( reviews)

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Book Synopsis From Prognostics and Health Systems Management to Predictive Maintenance 2 by : Brigitte Chebel-Morello

Download or read book From Prognostics and Health Systems Management to Predictive Maintenance 2 written by Brigitte Chebel-Morello. This book was released on 2017-07-19. Available in PDF, EPUB and Kindle. 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.

From Prognostics and Health Systems Management to Predictive Maintenance 1

2016-10-14 Technology & Engineering
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Release : 2016-10-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 023/5 ( reviews)

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Book Synopsis From Prognostics and Health Systems Management to Predictive Maintenance 1 by : Rafael Gouriveau

Download or read book From Prognostics and Health Systems Management to Predictive Maintenance 1 written by Rafael Gouriveau. This book was released on 2016-10-14. Available in PDF, EPUB and Kindle. 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.

From Prognostics and Health Systems Management to Predictive Maintenance 1

2016-10-14 Technology & Engineering
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Release : 2016-10-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 066/5 ( reviews)

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Book Synopsis From Prognostics and Health Systems Management to Predictive Maintenance 1 by : Rafael Gouriveau

Download or read book From Prognostics and Health Systems Management to Predictive Maintenance 1 written by Rafael Gouriveau. This book was released on 2016-10-14. Available in PDF, EPUB and Kindle. 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.

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

2022-08-12 Computers
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Release : 2022-08-12
Genre : Computers
Kind : eBook
Book Rating : 153/5 ( reviews)

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Book Synopsis 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 by : Carolin Wagner

Download or read book 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. This book was released on 2022-08-12. Available in PDF, EPUB and Kindle. Book excerpt: 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

Proceeding of the 7th International Conference on Logistics Operations Management, GOL’24

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Book Rating : 349/5 ( reviews)

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Book Synopsis Proceeding of the 7th International Conference on Logistics Operations Management, GOL’24 by : Youssef Benadada

Download or read book Proceeding of the 7th International Conference on Logistics Operations Management, GOL’24 written by Youssef Benadada. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

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