.png){kind=icon}
返回
Optimisation of bottling process using hard total quality management elements
.png){kind=icon}
PRE
AI
DOI：10.1108/TQM-03-2020-0057.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Purpose - There is growing evidence of a knowledge gap in the association of maintenance with production activities in bottling plants. Indeed, insights into how to jointly optimise these activities are not clear. In this paper, two optimisation models, Taguchi schemes and response surface methodology are proposed. Design/methodology/approach - Borrowing from the hard total quality management elements in optimisation and prioritisation literature, two new models were developed based on factor, level and orthogonal array selection, signal-to-noise ratio, analysis of variance and optimal parametric settings as Taguchi-ABC and Taguchi-Pareto. An additional model of response surface methodology was created with analysis on regression, main effects, residual plots and surface plots. Findings - The Taguchi S/N ratio table ranked planned maintenance as the highest. The Taguchi-Pareto shows the optimal parametric setting as A4B4C1 (28 h of production, 30.56 shifts and 37 h of planned maintenance). Taguchi ABC reveals that the planned maintenance and number of shifts will influence the outcome of production greatly. The surface regression table reveals that the production hours worked decrease at a value of planned maintenance with a decrease in the number of shifts. Originality/value - This is the first time that joint optimisation for bottling plant will be approached using Taguchi-ABC and Taguchi-Pareto. It is also the first time that response surface will be applied to optimise a unique platform of the bottling process plant.
Keyword:
Optimisation
Taguchi method
Orthogonal array
Parametric setting
ANOVA
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
4.4
论文数:
735
被引数:
3.6K
机构
引用论文
.png){kind=icon}
分享收藏
Temperature and pressure characteristics of Ordovician gas condensate reservoirs in the Tazhong area, Tarim Basin, northwestern China塔里木盆地塔中地区奥陶系凝析气藏的温度和压力特征
PREAI
分享收藏An approximate nondominated sorting genetic algorithm to integrate optimization of production scheduling and accurate maintenance based on reliability intervals基于可靠性区间的生产调度优化与精确维修集成的近似非支配排序遗传算法
PREAI
分享收藏
查看更多内容