• English
    • Lietuvių
  • English 
    • English
    • Lietuvių
  • Login
View Item 
  •   Home
  • Knygos, straipsniai ir mokslinių konferencijų medžiaga / Books, Articles and Conference materials
  • Straipsniai / Articles
  • View Item
  •   Home
  • Knygos, straipsniai ir mokslinių konferencijų medžiaga / Books, Articles and Conference materials
  • Straipsniai / Articles
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Early Cost Estimation in Customized Furniture Manufacturing Using Machine Learning

Thumbnail
Download
70467420.pdf (1.071Mb)
Date
2021
Author
Kurasova, Olga
Marcinkevičius, Virginijus
Medvedev, Viktor
Mikulskienė, Birutė
Metadata
Show full item record
Abstract
Accurate cost estimation at the early stage of a construction project is a key factor in the success of most projects. Many difficulties arise when estimating the cost during the early design stage in customized furniture manufacturing. It is important to estimate the product cost in the earlier manufacturing phase. The cost estimation is related to the prediction of the cost, which commonly includes calculation of the materials, labor, sales, overhead, and other costs. Historical data of the previously manufactured products can be used in the cost estimation process of the new products. In this paper, we propose an early cost estimation approach, which is based on machine learning techniques. The experimental investigation based on the real customized furniture manufacturing data is performed, results are presented, and insights are given.
URI
https://repository.mruni.eu/handle/007/17125
Collections
  • Straipsniai / Articles [5487]

DSpace software copyright © 2002-2016  DuraSpace
Contact Us | Send Feedback
Theme by 
Atmire NV
 

 

Browse

All of DSpaceCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

My Account

LoginRegister

DSpace software copyright © 2002-2016  DuraSpace
Contact Us | Send Feedback
Theme by 
Atmire NV