A machine learning approach to enable bulk orders of critical spare-parts in the shipping industry

Purpose: The main purpose of this paper is to propose a methodological approach and a decision support tool, based on prescriptive analytics, to enable bulk ordering of spare parts for shipping companies operating fleets of vessels. The developed tool utilises machine learning and operations researc...

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Bibliographic Details
Main Authors: Fiorentia - Zoi Anglou, Stavros Ponis, Athanasios Spanos
Format: Article
Language:English
Published: OmniaScience 2021-07-01
Series:Journal of Industrial Engineering and Management
Subjects:
Online Access:http://www.jiem.org/index.php/jiem/article/view/3446