With the help of artificial intelligence, machine learning, and big data analytics, the internet of things (IoT) is creating partnerships within industry where machines, processes, and humans communicate with one another. As this radically changes traditional industrial operations, this results in t
New Paradigm Of Industry 4.0: Internet Of Things, Big Data & Cyber Physical Systems
β Scribed by Srikanta Patnaik
- Publisher
- Springer
- Year
- 2020
- Tongue
- English
- Leaves
- 187
- Series
- Studies In Big Data Vol. 64
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
The book provides readers with an overview of the state of the art in the field of Industry 4.0 and related research advancements. The respective chapters identify and discuss new dimensions of both risk factors and success factors, along with performance metrics that can be employed in future research work. They also discuss a number of real-time issues, problems and applications with corresponding solutions and suggestions. Sharing new theoretical findings, tools and techniques for Industry 4.0, and covering both theoretical and application-oriented approaches, the book offers a valuable asset for newcomers to the field and practicing professionals alike.
β¦ Table of Contents
Front Matter ....Pages i-xi
Management of V.U.C.A. (Volatility, Uncertainty, Complexity and Ambiguity) Using Machine Learning Techniques in Industry 4.0 Paradigm (Bhagyashree Mohanta, Pragyan Nanda, Srikanta Patnaik)....Pages 1-24
Role of Industry 4.0 in Performance Improvement of Furniture Cluster (R. B. Chadge, R. L. Shrivastava, J. P. Giri, T. N. Desai)....Pages 25-35
Imparting Hands-on Industry 4.0 Education at Low Cost Using Open Source Tools and Python Eco-System (J. Dasgupta)....Pages 37-47
Decision Support Framework for Smart Implementation of Green Supply Chain Management Practices (Arvind Jayant, Neeru)....Pages 49-98
Decision Support System for Supply Chain Performance Measurement: Case of Textile Industry (Pranav G. Charkha, Santosh B. Jaju)....Pages 99-131
A Review Study of Condition Monitoring and Maintenance Approaches for Diagnosis Corrosive Sulphur Deposition in Oil-Filled Electrical Transformers (Ramsey Jadim, Anders Ingwald, Basim Al-Najjar)....Pages 133-144
Principal Components Based Multivariate Statistical Process Monitoring of Machining Process Using Machine Vision Approach (Ketaki N. Joshi, Bhushan T. Patil, Hitendra B. Vaishnav)....Pages 145-160
Green ISβExploring Environmental Sensitive IS Through the Lens of Enterprise Architecture (Somnath Debnath)....Pages 161-180
β¦ Subjects
Computational Intelligence
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