Data-Driven Prediction for Industrial Processes and Their Applications

Language: English

Published by Springer International Publishing, Springer International Publishing, 2018

3319940503 / 9783319940502

Series: Book 2 of 9 - Information Fusion and Data Science

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The case studies in this volume are entirely rooted in both classical data-driven prediction problems and industrial practice requirements. Detailed figures and tables demonstrate the effectiveness and generalization of the methods addressed, and the classifications of the addressed prediction problems come from practical industrial demands, rather than from academic categories. As such, readers will learn the corresponding approaches for resolving their industrial technical problems. Although the contents of this book and its case studies come from the steel industry, these techniques can be also used for other process industries. This book appeals to students, researchers, and professionals withinthe machine learning and data analysis and mining communities.

Seller Inventory # 9783319940502

Title
Data-Driven Prediction for Industrial Processes and Their Applications
Author
Jun Zhao
Publisher
Springer International Publishing, Springer International Publishing
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319940503
ISBN 13
9783319940502
Item weight
852 grams
Dimensions
241x160x31 mm
Series
Book 2 of 9: Information Fusion and Data Science

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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Item30 to 40 business days7 to 14 business days
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