Design and practice of the material production arrangement algorithm

Material production plan adjustment algorithm helps small batch material production. Solve the analysis of frequency, demand and sales unit price, gray correlation selection of important materials, ARIMA and XGBoost modeling forecast demand. The algorithm prototype predicts the production plan with a high average service level. Introduce circulation inventory coefficient and suspend production threshold coefficient, design algorithm, reduce inventory. Adjust the lag period and the calculation method to calculate the production volume, inventory volume, gap volume and service level. Finally, the application scheme of algorithm is given.

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Publication Details

Published
2025-03-21
DOI
https://doi.org/10.1145/3745533.3745546
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
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article

Design and practice of the material production arrangement algorithm

Jian Xiong, Zhiqin Zhao, Qian Zhou
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Advanced Manufacturing and Logistics Optimization
article

Design and practice of the material production arrangement algorithm

Jian Xiong, Zhiqin Zhao, Qian Zhou
article en

Abstract

Material production plan adjustment algorithm helps small batch material production. Solve the analysis of frequency, demand and sales unit price, gray correlation selection of important materials, ARIMA and XGBoost modeling forecast demand. The algorithm prototype predicts the production plan with a high average service level. Introduce circulation inventory coefficient and suspend production threshold coefficient, design algorithm, reduce inventory. Adjust the lag period and the calculation method to calculate the production volume, inventory volume, gap volume and service level. Finally, the application scheme of algorithm is given.

Zhejiang Industry Polytechnic College (CN), Anhui Xinhua University (CN), Guangzhou Xinhua University
Openalex Percentile: Top 69%
Advanced Manufacturing and Logistics Optimization
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