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

Date

2002

Author

Öztürk, Atakan

Metadata

Show full item record

Item Usage Stats

88
views

0
downloads

URI

https://hdl.handle.net/11511/12585

Collections

Graduate School of Natural and Applied Sciences, Thesis

Suggestions

OpenMETU
Core

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.