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Data Intensive Industrial Asset Management eBook

Iot-Based Algorithms And Implementation

de Tian Zhao, Adel Nasiri, Jessie Nouri e Farhad Balali
idioma: inglês
Editor: Springer International Publishing, Janeiro de 2020 ‧
118,59€
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Ebook para ADE

This book presents a step by step Asset Health Management Optimization Approach Using Internet of Things (IoT). The authors provide a comprehensive study which includes the descriptive, diagnostic, predictive, and prescriptive analysis in detail. The presentation focuses on the challenges of the parameter selection, statistical data analysis, predictive algorithms, big data storage and selection, data pattern recognition, machine learning techniques, asset failure distribution estimation, reliability and availability enhancement, condition based maintenance policy, failure detection, data driven optimization algorithm, and a multi-objective optimization approach, all of which can significantly enhance the reliability and availability of the system.

Data Intensive Industrial Asset Management

Iot-Based Algorithms And Implementation

de Tian Zhao, Adel Nasiri, Jessie Nouri e Farhad Balali

Propriedade Descrição
ISBN: 9783030359300
Editor: Springer International Publishing
Data de Lançamento: Janeiro de 2020
Idioma: Inglês
Tipo de produto: eBook
Formato e Compatibilidade:
Coleção: Engineering
Classificação Temática: eBooks em Inglês > Ciências Exatas e Naturais > Matemática
EAN: 9783030359300
Acessibilidade: Ver características de acessibilidade indicadas pelo editor