A study on service parts demand forecasting considering parts life cycle

Ick-Hyun Kwon^*

^*Department of Industrial and Management Engineering, Inje University

E-mail: ikwon@inje.ac.kr

† Corresponding Author : Ick-Hyun Kwon, Department of Industrial and Management Engineering, Inje University, 197 Inje-Ro, Gimhae-Si, Gyeongsangnam-Do, 621-749

Abstract

This research studies on the demand forecasting for service parts considering parts life cycle, that gets relatively less attentions in the field of forecasting. Our goal is to develop forecasting method robust across many situations, not necessarily optimal for a limited number of specific situations. For this purpose, we first extensively analyze the drawbacks of the existing forecasting methods, then we propose the new demand forecasting method by using these findings and reinforcement leaning technique. Using simulation experiments, we proved that the proposed forecasting method is better than the existing methods under various experimental environments.

부품 수명주기를 고려한 서비스 부품의 수요예측에 관한 연구

권익현^*

^*인제대학교 산업경영공학과

초록

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A study on service parts demand forecasting considering parts life cycle

Abstract

부품 수명주기를 고려한 서비스 부품의 수요예측에 관한 연구

초록

Figure

Table

Online Submission

KSSM

Editorial OfficeContact Information

Editorial Office
Contact Information