吴国环,吴建鑫,晏小斌,项筱洁,高小龙,李林全.基于响应面法优化环保纸袋制备涂胶工艺参数[J].包装工程,2025,(5):181-187.
WU Guohuan,WU Jianxin,YAN Xiaobin,XIANG Xiaojie,GAO Xiaolong,LI Linquan.Optimization of Coating Process Parameters for Environmentally Friendly Paper Bag Preparation Based on Response Surface Method[J].Packaging Engineering,2025,(5):181-187. |
| 基于响应面法优化环保纸袋制备涂胶工艺参数 |
| Optimization of Coating Process Parameters for Environmentally Friendly Paper Bag Preparation Based on Response Surface Method |
| 投稿时间：2024-10-11 |
| DOI：10.19554/j.cnki.1001-3563.2025.05.023 |
| 中文关键词: 环保纸袋生产 剥离强度 响应面法 |
| 英文关键词: environmentally friendly paper bag production peel strength response surface methodology |
| 基金项目:温州职业技术学院重大科研项目(WZY2023001);温州市科技局重大攻关项目(ZG2023017) |
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| 中文摘要: |
| 目的 降低环保纸袋生产过程中受到的温度、相对湿度等环境因素影响，同时实现精准的定量涂胶，为环保纸袋生产线的控制系统提供理论支持;通过分析温度、相对湿度、胶水涂敷厚度、纸张压合时间与纸袋剥离强度之间的关系，优化相关工艺参数。方法 采用响应面法(Response Surface Methodology，RSM)建立温度、胶水涂敷厚度、相对湿度、纸张压合时间对纸袋剥离强度的回归模型，通过方差分析、拟合精度分析、残差分析以及预测值与实际值的对比，评估模型的准确性，并通过三维响应面和等高线图分析各因素对纸张剥离强度的影响及其交互作用的强弱;利用Design Expert软件中的Numerical功能获取最优工艺参数，并通过实验验证模型的可靠性。结果 影响纸张剥离强度的因素依次为纸张压合时间、温度、胶水涂敷厚度及相对湿度，温度与纸张压合时间、胶水涂敷厚度与纸张压合时间的交互作用对剥离强度具有显著影响;优化后的工艺参数:温度15.7 ℃，胶水涂敷厚度12.45 μm，相对湿度51.12%，纸张压合时间3.38 s。结论 通过多次实验验证，预测值与实际值的误差均在5%以内，证明回归模型具有高度的准确性与可靠性。本研究为环保纸袋生产过程中涂胶工艺的优化提供了可靠的理论依据，具有重要的实际应用价值。 |
| 英文摘要: |
| The work aims to reduce the influence of environmental factors such as temperature and relative humidity on the production process of eco-friendly paper bags, achieve precise quantitative gluing, and provide theoretical support for the control system of the eco-friendly paper bag production line; and optimize the relevant process parameters by analyzing the relationship between temperature, relative humidity, glue application thickness, paper pressing time and the peel strength of paper bags. The response surface methodology (RSM) was used to establish a regression model of the peel strength of paper bags with respect to temperature, glue application thickness, relative humidity and paper pressing time. The accuracy of the model was evaluated through variance analysis, fitting accuracy analysis, residual analysis and comparison of predicted values with actual values. The influence of each factor on the peel strength of paper and the strength of their interaction were analyzed through three-dimensional response surface and contour plots. The numerical function in Design Expert software was used to obtain the optimal process parameters, and the reliability of the model was verified through experiments. The factors affecting the peel strength of paper in order were paper pressing time, temperature, glue application thickness and humidity. The interaction between temperature and paper pressing time, and between glue application thickness and paper pressing time had a significant impact on the peel strength. The optimized process parameters were:temperature 15.7 ℃, glue application thickness 12.45 μm, relative humidity 51.12%, and paper pressing time 3.38 s. Through multiple experiments, the error between the predicted values and the actual values is all within 5%, which proves that the regression model has high accuracy and reliability. This study provides a reliable theoretical basis for the optimization of the gluing process in the production of eco-friendly paper bags and has important practical application value. |
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