SAVREMENI PRILAZ U OPTIMIZACIJI TEHNOLOŠKIH PROCESA OBRADE
Ključne reči:
Industrija 4.0, Proizvodnja pomoću oblaka, mašinsko učenje
Apstrakt
Industrija 4.0 je nova industrijska revolucija koja se zasniva na pametnim uređajima, digitalizaciji i umrežavanju. U ovom radu pregledane su neke tehnologije koje čine industriju 4.0, sa naglaskom na proizvodnju pomoću oblaka i mašinsko učenje. Pomoću softvera koji je zasnovan na oblaku, obrađeni su eksperimentalni podaci obrade glodanjem korišćenjem algoritama mašinskog učenja.
Reference
[1] Saurabh Vaidya, Prashant Ambad, Santosh Bhosle, “Industry 4.0 – A Glimpse”, Procedia Manufacturing, vol. 20, Elsevier, 2018
[2] Mijodrag Milošević, Dejan Lukić, Mića Đurđev, Jovan Vukman, “Digital Transformation of Manufacturing Towards Industry 4.0 Concept”, IOP Conference Series, Materials Science and Engineering, 749(1), 2019.
[3] Julie Carmigniani, Borko Furht, Marco Anisetti, Paolo Ceravolo, Ernesto Damiani, Misa Ivkovic, “Augmented reality technologies, systems and applications”, Multimedia Tools and Applications, vol. 51, Springer, 2011.
[4] Hugh Boyes, Bil Hallaq, Joe Cunningham, Tim Watson, “The industrial internet of things (IIoT): An analysis framework”, Computers in Industry, vol.101, Elsevier, 2018.
[5] Sebastian Haag, Reiner Anderl, “Digital twin–Proof of concept”, Manufacturing Letters, vol.15, Elsevier, 2018
[6] Min Chen, Shiwen Mao, Yunhao Liu, “Big Data: A Survey”, Mobile Networks and Applications, vol 19, Springer, 2014
[7] Hubert Biedermann, Alfred Kinz, “Lean smart maintenace-Value Adding, Flexible, and Intelligent Asset Management”, BHM, vol.164, 2019
[8] https://www.ixon.cloud/knowledge-hub/industrial-internet-of-things-platform-iiot (pristupljeno u septembru 2021)
[9] Dazhong Wu, Matthew John Greer, David Rosen, Dirk Schaefer, “Cloud manufacturing: strategic vision and state-of-the-art”, Journal of Manufacturing Systems,vol 32, Elsevier, 2013
[10] Dejan Lukić, Robert Čep, Jovan Vukman, Aco Antić, Mića Đurđev, Mijodrag Milošević, “Multi-Criteria Selection of the Optimal Parameters for High-Speed Machining of Aluminum Alloy Al7075 Thin-Walled Parts”, Metals, 2020
[2] Mijodrag Milošević, Dejan Lukić, Mića Đurđev, Jovan Vukman, “Digital Transformation of Manufacturing Towards Industry 4.0 Concept”, IOP Conference Series, Materials Science and Engineering, 749(1), 2019.
[3] Julie Carmigniani, Borko Furht, Marco Anisetti, Paolo Ceravolo, Ernesto Damiani, Misa Ivkovic, “Augmented reality technologies, systems and applications”, Multimedia Tools and Applications, vol. 51, Springer, 2011.
[4] Hugh Boyes, Bil Hallaq, Joe Cunningham, Tim Watson, “The industrial internet of things (IIoT): An analysis framework”, Computers in Industry, vol.101, Elsevier, 2018.
[5] Sebastian Haag, Reiner Anderl, “Digital twin–Proof of concept”, Manufacturing Letters, vol.15, Elsevier, 2018
[6] Min Chen, Shiwen Mao, Yunhao Liu, “Big Data: A Survey”, Mobile Networks and Applications, vol 19, Springer, 2014
[7] Hubert Biedermann, Alfred Kinz, “Lean smart maintenace-Value Adding, Flexible, and Intelligent Asset Management”, BHM, vol.164, 2019
[8] https://www.ixon.cloud/knowledge-hub/industrial-internet-of-things-platform-iiot (pristupljeno u septembru 2021)
[9] Dazhong Wu, Matthew John Greer, David Rosen, Dirk Schaefer, “Cloud manufacturing: strategic vision and state-of-the-art”, Journal of Manufacturing Systems,vol 32, Elsevier, 2013
[10] Dejan Lukić, Robert Čep, Jovan Vukman, Aco Antić, Mića Đurđev, Mijodrag Milošević, “Multi-Criteria Selection of the Optimal Parameters for High-Speed Machining of Aluminum Alloy Al7075 Thin-Walled Parts”, Metals, 2020
Objavljeno
2022-01-03
Sekcija
Mašinsko inženjerstvo
