Mining Equipmentponent Remanufactured

In a maintenance business of mining machines, remanufactured parts are used as spare parts. In this business, forecasting demand of parts is critical for reproduction planning.

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In maintenancea business of mining ma- chines, remanufactured parts are used as spare parts. In this business, forecasting demand of parts is critical for reproduction planning. This research ...

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sales impact of these market factors on remanufactured and new products. Keywords: Data mining; Remanufactured products; Machine learning; Regression trees. 1. Introduction 1.1. Background and motivation Remanufacturing is now a multi-billion dollar industry, with product sales increasing by 15% (approximately US$43 billion) per year.

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DOI: 10.1016/J.EJOR.2019.08.015 Corpus ID: 202138969; Predicting customer demand for remanufactured products: A data-mining approach @article{Nguyen2020PredictingCD, title={Predicting customer demand for remanufactured products: A data-mining approach}, author={Truong Van Nguyen and Li Zhou and Alain Yee-Loong Chong and Boying Li and …

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In a maintenance business of mining machines, remanufactured parts are used as spare parts. In this business, forecasting demand of parts is critical for reproduction planning. This research proposes a demand forecasting model regarding the replacement as probability event. In the forecasting model, the demand is simulated using the actual data ...

Predicting remanufactured product demand is a highly, non-linear problem. ... Therefore, this paper aims to develop a comprehensible data-mining prediction approach, in order to achieve two objectives: (1) to provide a highly accurate and robust demand prediction model of remanufactured products; and (2) to shed light on the non-linear effect ...

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Therefore, this paper aims to develop a comprehensible data-mining prediction approach, in order to achieve two objectives: (1) to provide a highly accurate and robust demand prediction model of remanufactured products; and (2) to shed light on the non-linear effect of online market factors as predictors of customer demand.

Predicting customer demand for remanufactured products: A data-mining approach. Alain Yee Loong Chong. 2019, European Journal of Operational Research. See Full PDF Download PDF. See Full PDF Download PDF.

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