A prognostic algorithm to prescribe improvement measures on throughput bottlenecks
Journal article, 2019
Predictive analytics
Throughput bottlenecks
smart maintenance
Prescriptive approach
data-driven
data-driven decision making
smart manufacturing
Manufacturing system
Production system
data-driven maintenance planning
Maintenance
big data
Author
Mukund Subramaniyan
Chalmers, Industrial and Materials Science, Production Systems
Anders Skoogh
Chalmers, Industrial and Materials Science, Production Systems
Muhammad Azam Sheikh
Chalmers, Computer Science and Engineering (Chalmers), CSE Verksamhetsstöd
Jon Bokrantz
Chalmers, Industrial and Materials Science, Production Systems
Ebru Turanoglu Bekar
Chalmers, Industrial and Materials Science, Production Systems
Published in
Journal of Manufacturing Systems
0278-6125 (ISSN)
Vol. 53 p. 271-281Research Project(s)
DAIMP - Data Analytics in Maintenance Planning
VINNOVA (2015-06887), 2016-03-01 -- 2019-02-28.
Categorizing
Subject Categories (SSIF 2011)
Production Engineering, Human Work Science and Ergonomics
Software Engineering
Computer Science
Areas of Advance
Production
Identifiers
DOI
10.1016/j.jmsy.2019.07.004