Big Data-driven Decision-Making Processes, Real-Time Advanced Analytics, and Cyber-Physical Production Networks in Industry 4.0-based Manufacturing Systems
Big Data-driven Decision-Making Processes, Real-Time Advanced Analytics, and Cyber-Physical Production Networks in Industry 4.0-based Manufacturing Systems
Author(s): Sarah Rogers, Eva KalinovaSubject(s): Business Economy / Management
Published by: Addleton Academic Publishers
Keywords: cyber-physical production network; smart manufacturing;big data analysis;
Summary/Abstract: We draw on a substantial body of theoretical and empirical research on big data-driven decision-making processes, real-time advanced analytics, and cyber-physical production networks in Industry 4.0-based manufacturing systems, and to explore this, we inspected, used, and replicated survey data from BDV, Capgemini, Deloitte, McKinsey, MHI, and Siemens, performing analyses and making estimates regarding how a smart production planning and control system harnesses Internet of Things sensing networks and Internet of Things-based real-time production logistics by use of industrial big data analytics and machine learning algorithms. Descriptive statistics of compiled data from the completed surveys were calculated when appropriate.
Journal: Economics, Management, and Financial Markets
- Issue Year: 16/2021
- Issue No: 4
- Page Range: 84-97
- Page Count: 14
- Language: English
- Content File-PDF