Remote Monitoring of Production Resources With the Use of Modern Stream and Machining Learning Tools

• Autorzy: Jakub Pizoń , Tomasz Cieplak
• Języki publikacji: EN

Abstrakty

EN

The article characterizes and identifies aspects of the changes in contemporary production environments. It presents successively changes related to the process of organization of production processes related to the fourth industrial revolution as well as to the progressive degree of computerization of production systems. The article outlines the solution and context in which they can be applied to composing IT solutions for modern production environments. (original abstract)

Słowa kluczowe

EN

Manufacturing Resource Planning (MRP); Process monitoring; Production process

PL

Planowanie zasobów produkcyjnych (MRP); Monitorowanie procesów; Proces produkcji

• Czasopismo: Zeszyt Naukowy.pl / Wyższa Szkoła Zarządzania i Bankowości w Krakowie
• Rocznik: 2017
• Numer: nr 45
• Strony: 1--12

Twórcy

autor

Jakub Pizoń

• Lublin University of Technology

autor

Tomasz Cieplak

• Lublin University of Technology

Bibliografia

• [1] Bansal K., Sanisha, Comparative Study of Open Source Processing Frameworks for Analysis of Big Data, International Journal of Advanced Research in Computer Science, Volume 8, No. 5, May - June 2017
• [2] Bordel B., Alcarria R., Robles T., Martín D., Cyber-physical systems: Extending pervasive sensing from control theory to the Internet of Things, Pervasive and Mobile Computing, Volume 40, September 2017
• [3] László Monostori, Cyber-physical Production Systems: Roots, Expectations and R&;D Challenges, Procedia CIRP, Volume 17, 2014, Pages 9-13,
• [4] Lee E., Cyber Physical Systems: Design Challenges, Electrical Engineering and Computer Sciences University of California at Berkele, January 2008.
• [5] Lee J., Bagheri B.,An Kao H., A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems, Manufacturing Letters, Volume 3, 2015, Pages 18-23
• [6] Machine Learning as a Service Platforms, http://www.butleranalytics.com/free-machine-learning-service-platforms/, access date: 25.06.2017
• [7] Pizoń J., Koncepcja wdrożenia technologii "Internetu rzeczy" w systemie logistycznym przedsiębiorstwa, Systemy Logistyczne Wojsk, nr 43, 2015
• [8] Pizoń J., Lipski J., Manufacturing Process Support Using Artificial Intelligence, Applied Mechanics and Materials, Vol. 791, pp. 89-95, Sept. 2015
• [9] Poyser T.D., CIM - COMPUTER INTEGRATED MANUFACTURING, A STRATEGIC MODEL AND APPLICATION OF CURRENT TECHNOLOGIES, AEG Westinghouse Industrial Automation Corporation, Factory Automation Systems Division, P.O. Box 490, Pittsburgh 1990.
• [10] Recommendations for implementing the strategic initiative INDUSTRIE 4.0, April 2013, http://www.acatech.de/fileadmin/user_upload/Baumstruktur_nach_Website/Acatech/root/de/Material_fuer_Sonderseiten/Industrie_4.0/Final_report__Industrie_4.0_accessible.pdf, access date: 25.06.2017