Manufacturing lead time estimation in a make-to-order environment using a data mining approach.

Öztürk, Atakan


Manufacturing flexibility: conceptualization and measurement
Kahyaoğlu, Yasemin; Kayalıgil, Sinan; Department of Operations Research (1998)
Manufacturing lead time estimation using data mining
Ozturk, Atakan; Kayaligil, Sinan; Özdemirel, Nur Evin (Elsevier BV, 2006-09-01)
We explore use of data mining for lead time estimation in make-to-order manufacturing. The regression tree approach is chosen as the specific data mining method. Training and test data are generated from variations of a job shop simulation model. Starting with a large set of job and shop attributes, a reasonably small subset is selected based on their contribution to estimation performance. Data mining with the selected attributes is compared with linear regression and three other lead time estimation metho...
Manufacturing silk/epoxy composite laminates: Challenges and opportunities
Hamidi, Youssef K.; Yalcinkaya, M. Akif; Güloğlu, Görkem Eğemen; Pishvar, Maya; Amirkhosravi, Mehrad; Altan, M. Cengiz (2019-02-06)
© 2019 Author(s).Application of natural fibers in polymer composites has been gaining popularity in several industries pursuing environmentally friendly products. Among the natural fibers with proven potential applications, silk fibers have recently received considerable attention from researchers. Silk fibers provide higher mechanical properties compared to other commonly used natural fibers such as sisal, jute, and hemp. Silk may also exhibit comparable specific mechanical properties to glass fibers. Howe...
Manufacturing Error Detection In Plate And Cylindrical Composite Structures
Talebi, Cihan; Acar, Bülent; Özgen, Gökhan Osman (2020-12-18)
Production scheduling in two-stage parallel machine flow shops.
Akyel, Hüseyin Cemal; Department of Electrical Engineering (1986)
Citation Formats
A. Öztürk, “Manufacturing lead time estimation in a make-to-order environment using a data mining approach.,” Middle East Technical University, 2002.