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Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0
Alexandros Bousdekis1, Gregoris Mentzas1
1Information Management Unit (IMU), School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece.
Industry 4.0 integration requires robust Enterprise Integration and Interoperability (EII) and Big Data Processing. This study proposes an architectural framework to enable data-driven manufacturing operations for the Fourth Industrial Revolution.
Area of Science:
- Manufacturing Engineering
- Information Systems
- Computer Science
Background:
- Traditional manufacturing struggles with Industry 4.0 demands due to a lack of standards, skills, and technology.
- Enterprise Integration and Interoperability (EII) are crucial for efficient communication in big data environments.
- Data management challenges impact both technical solutions and organizational functions.
Purpose of the Study:
- To identify synergies between EII, Big Data Processing, and Industry 4.0.
- To propose an architectural framework for Industry 4.0 solutions in big data-driven manufacturing.
- To demonstrate the framework's applicability using predictive maintenance.
Main Methods:
- Literature review and conceptual framework development.
- Integration of EII, Big Data Processing, and Industry 4.0 principles.
- Case study instantiation for predictive maintenance.
Main Results:
- Identification of key synergies enabling the Fourth Industrial Revolution.
- Proposal of a novel architectural framework for big data-driven manufacturing operations.
- Demonstration of the framework's practical application in predictive maintenance.
Conclusions:
- The proposed framework facilitates the design and modeling of Industry 4.0 solutions.
- EII and Big Data Processing are essential for overcoming manufacturing challenges.
- The framework supports the adoption of advanced manufacturing functions like predictive maintenance.
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