Big data analytics for operations management in engineer-to-order manufacturing

Kozjek, Dominik (avtor), Vrabič, Rok (avtor), Rihtaršič, Borut (avtor), Butala, Peter (avtor)

Manufacturing data offers big potential for improving management of manufacturing operations. The paper addresses an approach to data analytics in engineer-to-order (ETO) manufacturing systems where the product quality and due-date reliability play a key role in management decisionmaking. The objective of the research is to investigate manufacturing data which are collected by a manufacturing execution system (MES) during operations in an ETO enterprise and to develop tools for supporting scheduling of operations. The developed tools can be used for simulation of production and forecasting of potential resource overloads.

• Jezik: Angleški jezik
• Ključne besede: engineer-to-order manufacturing, operations management, data analytics, industrial data, data mining, big data
• Tipologija: 1.08 - Objavljeni znanstveni prispevek na konferenci
• Organizacija: FS - Fakulteta za strojništvo
• Leto izida: 2018
• Št. strani: Str. 209-214
• Številčenje: Vol. 72
• PID: 20.500.12556/RUL-102332
• UDK: 658.5.012.7:658.56(045)
• ISSN pri članku: 2212-8271
• DOI: 10.1016/j.procir.2018.03.098
• COBISS.SI-ID: 16190235
• Datum objave v RUL: 21.08.2018

Gradivo je del zbornika

• Naslov: The 50th CIRP Conference on Manufacturing Systems, May 3rd - 5th, Taichung, Taiwan
• COBISS.SI-ID: 15509531

Gradivo je del revije

• Naslov: Procedia CIRP
• Založnik: Elsevier
• ISSN: 2212-8271
• COBISS.SI-ID: 12981019

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: posamična proizvodnja, management operacij, analitika podatkov, industrijski podatki, podatkovno rudarjenje, velepodatki

Projekti

• Financer: ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
• Številka projekta: P2-0270
• Naslov: Proizvodni sistemi, laserske tehnologije in spajanje materialov

• Financer: Drugi - Drug financer ali več financerjev
• Program financ.: Ministry of Higher Education, Science and Technology of the Republic of Slovenia
• Številka projekta: 1000-15-0510