Data-Driven Prediction for Industrial Processes and Their Applications

Nonfiction, Science & Nature, Technology, Manufacturing, Computers, Database Management, General Computing
Cover of the book Data-Driven Prediction for Industrial Processes and Their Applications by Jun Zhao, Wei Wang, Chunyang Sheng, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jun Zhao, Wei Wang, Chunyang Sheng ISBN: 9783319940519
Publisher: Springer International Publishing Publication: August 20, 2018
Imprint: Springer Language: English
Author: Jun Zhao, Wei Wang, Chunyang Sheng
ISBN: 9783319940519
Publisher: Springer International Publishing
Publication: August 20, 2018
Imprint: Springer
Language: English

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 within the machine learning and data analysis and mining communities.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 within the machine learning and data analysis and mining communities.

More books from Springer International Publishing

Cover of the book Perspectives on Contemporary Irish Theatre by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Gravity and the Quantum by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Surgical Correction of Astigmatism by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Cloud Based 5G Wireless Networks by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Ultra-Low-Power Short-Range Radios by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Landscapes and Landforms of Western Canada by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16) by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Interdisciplinary Studies in Pragmatics, Culture and Society by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Advancements in Clinical Research by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Diagnostic Methods for Cirrhosis and Portal Hypertension by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book EU International Agreements by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Software Engineering and Formal Methods by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Frontiers in Algorithmics by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Asia-Pacific Security Challenges by Jun Zhao, Wei Wang, Chunyang Sheng
Cover of the book Graph Transformation by Jun Zhao, Wei Wang, Chunyang Sheng
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy