Data analytics in the era of the industrial internet of things

This book presents the characteristics and benefits industrial organizations can reap from the Industrial Internet of Things (IIoT). These characteristics and benefits include enhanced competitiveness, increased proactive decision-making, improved creativity and innovation, augmented job creation, h...

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Bibliographic Details
Main Author: Dagnino, Aldo
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer, 2021.
Cham : 2021.
Physical Description:
1 online resource.
Subjects:
Quantitative research.
Quantitative research -- Data processing.
Internet of things.
Artificial intelligence -- Industrial applications.
Online Access:SpringerLink - Click here for access
Contents:
  • Chapter 1: Industrial Internet of Things Framework
  • Chapter 2: Industrial Analytics
  • Chapter 3: Machine Learning to Predict Fault Events in Power Distribution Systems
  • Chapter 4: Analyzing Events and Alarms in Control Systems
  • Chapter 5: Condition Monitoring of Rotating Machines in Power Generation Plants
  • Chapter 6: Machine Learning Recommender for New Products and Services
  • Chapter 7: Managing Analytic Projects in the IIoT Enterprise.

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