基于TOPSIS模型对小批量物料的生产安排研究  

Research on Production Arrangement of Small Batch Materials Based on TOPSIS Model

作　　者：祝福[1] 张雨曦 张理涛[2] Zhufu;Zhang Yuxi;Zhang Litao(Shangqiu Vocational and Technical College,Shangqiu,Henan 476100,China;Zhengzhou Institute of Aviation Industry Management,Zhengzhou Henan 450046,China)

机构地区：[1]商丘职业技术学院,河南商丘476100 [2]郑州航空工业管理学院,郑州450046

出　　处：《襄阳职业技术学院学报》2024年第3期97-101,共5页Journal of Xiangyang Polytechnic

基　　金：河南省高等学校重点科研项目计划基础研究专项“高效数值算法理论分析及应用”(20zx003)。

摘　　要：在企业小批量物料的生产安排中,逐渐出现因事先无法知道物料的实际需求导致生产安排有误等现象。针对这一情况,为帮助企业进行更合理的物料生产,通过分析某工厂2019-2022年的历史数据,基于Topsis算法建立模型,选出需要重点关注的物料,使用时序预测建立关于物料预测模型,通过最小二乘法验证模型的准确性。物料预测为企业解决了小批量物料的生产安排问题,该模型具有一定的推广价值。In the production arrangement of small batch materials in enterprises,there are gradually wrong production arrangements due to the fact that the actual demand of materials cannot be known in advance.In view of this situation,in order to help enterprises carry out more reasonable material production,the paper analyzes the historical data of a factory from 2019 to 2022,builds a model based on Topsis algorithm,selects the materials that need to be focused on,uses time series prediction to build a material prediction model,and verifies the accuracy of the model by least square method.Useful for enterprises to solve the problem of production arrangement of small batch materials,the model also has a certain popularization value.

关 键 词：生产计划 TOPSIS模型 时序预测 最小二乘法 小批量物料 

分 类 号：F529[经济管理—产业经济]