西安工程大学学报2026，Vol.40Issue(2)：55-62,8.DOI:10.13338/j.issn.1674-649x.2026.02.007
基于NSGA-Ⅱ的防排水板喷胶工艺参数优化研究
Study on optimization of glue spraying process parameters of waterproof and drainage board based on NSGA-Ⅱ
摘要
Abstract
To solve the problems of unstable spraying quality and large positional deviation caused by multi-parameter coupling in the spraying process of waterproof and drainage boards,a multi-objective optimization method based on NSGA-Ⅱ is proposed.Firstly,a coupled objective function model for spray adhesive quality,X-direction deviation,and Y-direction deviation was construc-ted.Secondly,five key parameters including hot melt adhesive pressure,compressed air pressure,production line speed,spray valve opening diameter,and spray valve opening and closing time were normalized.Finally,the NSGA-Ⅱ algorithm was used to optimize nine operating conditions,combined with fast non dominated sorting and congestion calculation to screen for Pareto optimal solutions.The experimental results show that the optimized spray adhesive quality is stable at(5±3)g,and the deviation in the X、Y direction is controlled within 0.45 mm,providing a parameter optimization framework for intelligent manufacturing of waterproof and drainage boards.At the same time,after implementing this method,the scrap rate decreased by 20%and the production efficiency increased by 15%,which has significant engineering application value.关键词
NSGA-Ⅱ/防排水板/喷胶工艺/多目标优化/智能制造Key words
NSGA-Ⅱ/drainage board/glue spraying process/multi-objective optimization/intel-ligent manufacturing分类
建筑与水利引用本文复制引用
张震,张加冀,张雷,于浩,姚鹏辉..基于NSGA-Ⅱ的防排水板喷胶工艺参数优化研究[J].西安工程大学学报,2026,40(2):55-62,8.基金项目
河北省"三三三人才工程"资助项目(C2024010) （C2024010）
河北省科学院科技计划高层次人才培养与资助项目(2022G22) （2022G22）
石家庄市中试熟化平台项目(234790134A) （234790134A）
