范希营｜江苏师范大学｜学者主页

2026

Interpretable machine learning and hybrid metaheuristic algorithms for multi-objective optimization in injection molding

Liuyu Zhu, Xiying Fan, Yonghuan Guo, Dazhen Zhu, Zhijiang Wang, Lie Li

International Journal of Material Forming

DOI

2026

Multi-objective optimization of injection molding via interpretable ensemble learning and a multi-strategy improved MOCGO algorithm

Liuyu Zhu, Xiying Fan, YongHuan Guo, Dazhen Zhu, Lie Li, Hui Fan

Chemical Product and Process Modeling

DOI

2026

Multi-objective optimization of injection molding process parameters for thin-walled shell parts based on a RIME-RF-MOGWO framework

Jiaxu Zhao, Jinghao Zhang, Liuyu Zhu, Xiying Fan, YongHuan Guo, Lie Li

Scientific Reports

DOI

2025

基于三种多指标评价方法的注塑工艺参数优化

化君益，范希营，郭永环，张鑫然，丁文杰，王志江

《塑料》

2025

Multi-objective optimization of process parameters in (PC/TPU) dual-material injection molding

Dazhen Zhu, Xiying Fan, Yonghuan Guo, Liuyu Zhu, Juyi Hua, Lie Li

International Polymer Processing

DOI

2025

Multi-objective optimization of injection molding process using interpretable extreme gradient boosting model based on improved north eagle optimization algorithm

Liuyu Zhu, Xiying Fan, Yonghuan Guo, Zhijiang Wang, Junyi Hua, Lie Li

Journal of Mechanical Science and Technology

DOI

2025

Based on WCA-KELM and MOSOA: optimization of injection molding quality for plastic alloy products

Junyi Hua, Xiying Fan, Yonghuan Guo, Zhijiang Wang, Dazhen Zhu, Xiangning Lu

Journal of Polymer Engineering

DOI

2025

Optimization of Glass Fiber Reinforced Injection Molded Product Quality Based on the ILSO-RF Model and MSINSWOA

Zhijiang Wang, Xiying Fan, Yonghuan Guo, Junyi Hua, Liuyu Zhu, Lie Li

International Journal of Precision Engineering and Manufacturing

DOI

2024

ERRATUM: Multi-objective Optimization of Injection Molding Process Based on One-Dimensional Convolutional Neural Network and the Non-dominated Sorting Genetic Algorithm II

Junyi Hua, Xiying Fan, Yonghuan Guo, Xinran Zhang, Zhiwei Zhu, Lanfeng Zhang

SAE International Journal of Materials and Manufacturing

DOI

2024

Control of quality defects of the glass fiber injection molded product based on LSO-RF and NSWOA

Zhijiang Wang, Xiying Fan, Yonghuan Guo, Wenjie Ding, Junyi Hua, Xiangning Lu

Journal of Mechanical Science and Technology

DOI

2024

Multi-objective Optimization of Injection Molding Process Based on One-Dimensional Convolutional Neural Network and the Non-dominated Sorting Genetic Algorithm II

Junyi Hua, Xiying Fan, Yonghuan Guo, Xinran Zhang, Zhiwei Zhu, Lanfeng Zhang

SAE International Journal of Materials and Manufacturing

DOI

2023

基于DNNNSGA-Ⅱ策略的注塑结构及工艺参数多目标优化

王常晶，范希营，刘欣，李春晓，王德炤

《塑料》

2023

基于二阶响应面模型和IPSO算法的注塑质量监测

丁文杰，范希营，郭永环，王常晶，王德炤

《塑料》

2023

Quality monitoring of injection molding based on TSO-SVM and MOSSA

Wenjie Ding, Xiying Fan, Yonghuan Guo, Xiangning Lu, Dezhao Wang, Changjing Wang, Xinran Zhang

Journal of Polymer Engineering

DOI

2023

Predicting and Controlling the Quality of Injection Molding Properties for Fiber-Reinforced Composites

Dezhao Wang, Xiying Fan, Yonghuan Guo, Xiangning Lu, Changjing Wang, Wenjie Ding

SAE International Journal of Materials and Manufacturing

DOI

2022

基于回归分析的汽车扶手箱下盖板注射成型工艺优化

庄燕，朱敬花，毛洪辉，范希营

《工程塑料应用》

2022

基于PSO-LSSVM和NSGA-Ⅱ的心电记录仪外壳注塑工艺优化

王德炤，范希营，刘欣，王常晶，李春晓

《制造技术与机床》

DOI

2022

Quality prediction and control of thin-walled shell injection molding based on GWO-PSO, ACO-BP, and NSGA-II

Dezhao Wang, Xiying Fan, Yonghuan Guo, Xiangning Lu, Changjing Wang, Wenjie Ding

Journal of Polymer Engineering

DOI

2022

Multi-objective optimization of injection molded parts with insert based on IFOA-GRNN-NSGA-II

Chunxiao Li, Xiying Fan, Yonghuan Guo, Xin Liu, Changjing Wang, Dezhao Wang

Journal of Polymer Engineering

DOI

2022

Multi-objective optimization of injection molding process parameters based on BO-RFR and NSGAⅡ methods

Yanli Cao, Xiying Fan, Yonghuan Guo, Wenjie Ding, Xin Liu, Chunxiao Li

International Polymer Processing

DOI

2022

Experimental-based optimization of polymer injection molding process parameters using anfis-ga method

Yanli Cao, Xiying Fan, Yonghuan Guo, Xin Liu, Chunxiao Li, Lulu Li

Journal of Mechanical Science and Technology

DOI

2022

Multi-objective Optimization and Quality Monitoring of Two-piece Injection Molding Products

Changjing Wang, Xiying Fan, Yonghuan Guo, Xiangning Lu, Dezhao Wang, Wenjie Ding

SAE International Journal of Materials and Manufacturing

DOI

2022

Quality Monitoring and Multi-Objective Optimization of the Glass Fiber-Reinforced Plastic Injection Molded Products

Xin Liu, Xiying Fan, Yonghuan Guo, Ziqi Liu, Wenjie Ding

SAE International Journal of Materials and Manufacturing

DOI

2021

基于GRNN-NSGA的带嵌件注塑件多目标优化

李春晓，范希营，郭永环，刘欣，曹艳丽，李璐璐

《塑料工业》

2021

采用RFR-GA算法的薄壁注塑件质量多目标优化

曹艳丽，范希营，郭永环，刘欣，李春晓

《塑料工业》

2021

注塑工艺参数优化研究现状及发展趋势

刘欣，范希营，郭永环，李春晓

《塑料科技》

DOI

2021

Warpage optimization of the GFRP injection molding process parameters

Xin Liu, Xiying Fan, Yonghuan Guo, Bing Man, Lulu Li

Microsystem Technologies

DOI

2021

Multi-objective optimization of GFRP injection molding process parameters, using GA-ELM, MOFA, and GRA-TOPSIS

Xin Liu, Xiying Fan, Yonghuan Guo, Yanli Cao, Chunxiao Li

Transactions of the Canadian Society for Mechanical Engineering

DOI

2020

具有快速斜上抽芯机构的音响壳体注塑模具设计

曹艳丽，范希营，李赛，黄海跃

《制造技术与机床》

DOI

2020

基于正交试验的注塑成型质量多目标影响因素研究

覃清仪，范希营，曹艳丽，陈星翔，李英杰，李璐璐

《塑料科技》

DOI

2020

Multi-objective optimization of injection-molded plastic parts using entropy weight, random forest, and genetic algorithm methods

Yanli Cao, Xiying Fan, Yonghuan Guo, Sai Li, Haiyue Huang

Journal of Polymer Engineering

DOI

2019

具有复合内抽芯机构的电解槽盖模具设计与工艺优化

李赛，范希营，黄海跃，曹艳丽

《制造技术与机床》

DOI

2019

基于神经网络和遗传算法的薄壳塑件注塑工艺优化

黄海跃，范希营，李赛，曹艳丽

《塑料》

2019

小型汽车空调器支架注塑模具的设计与分析

范希营，曹艳丽，郭永环，周钱廷

《制造技术与机床》

DOI

2019

Multi‐objective optimization of injection molding parameters, based on the Gkriging‐NSGA‐vague method

Sai Li, Xiying Fan, Haiyue Huang, Yanli Cao

Journal of Applied Polymer Science

DOI

2018

温控器下壳体热流道注塑模具设计

吴晶晶，李阳，范希营，单以波

《现代制造工程》

2017

注塑保压曲线的优化设计与分析

万彬，范希营，郭永环，单以波

《中国塑料》

2017

基于均匀试验设计的温控器上盖注塑模具工艺参数优化

顾嘉琦，胡宇宣，郭永环，刘雪全，范希营

《塑料科技》

2016

汽车发动机缸体上盖注塑模具

郭永环，田梦婕，范希营，王春能，陆向宁

《机床与液压》

2016

汽车滤清器上壳体注塑模具

范希营，王春能，郭永环，陆向宁

《机床与液压》

2013

分型面为曲面的套类注射制品的有限元分析

范希营，郭永环，李顺才

《高分子材料科学与工程》

2013

Design of turnover type jig of bearing bracket based on Pro/E

Xiying Fan

Manufacturing Technology & Machine Tool

2012

多孔复杂型腔塑件注塑模具CAD/CAE数字化研究

郭永环，范希营

《制造技术与机床》

2012

复杂连接半套注塑模具设计

范希营，郭永环

《制造技术与机床》

2012

The CAD/CAE digital research on porous complex cavity plastics injection moulding moulds

Xiying Fan

Manufacturing Technology & Machine Tool

2012

Research on a new digital differential analyzer circular interpolation algorithm

Xiying Fan

Manufacturing Technology & Machine Tool

2009

基于UG/NX的洗发水瓶盖注射模设计与模流分析

范希营，郭永环

《模具工业》

2008

基于UG/NX/CAM的复杂型腔的铣削加工

范希营，郭永环

《机械设计与制造》

2006

先进制造技术在模具生产中的应用研究

戴雪芬，范希营，支兰珍

《轻工机械》

精选作品

期刊论文

Interpretable machine learning and hybrid metaheuristic algorithms for multi-objective optimization in injection molding

Multi-objective optimization of injection molding via interpretable ensemble learning and a multi-strategy improved MOCGO algorithm

Multi-objective optimization of injection molding process parameters for thin-walled shell parts based on a RIME-RF-MOGWO framework

基于三种多指标评价方法的注塑工艺参数优化

Multi-objective optimization of process parameters in (PC/TPU) dual-material injection molding

Multi-objective optimization of injection molding process using interpretable extreme gradient boosting model based on improved north eagle optimization algorithm

Based on WCA-KELM and MOSOA: optimization of injection molding quality for plastic alloy products

Optimization of Glass Fiber Reinforced Injection Molded Product Quality Based on the ILSO-RF Model and MSINSWOA

ERRATUM: Multi-objective Optimization of Injection Molding Process Based on One-Dimensional Convolutional Neural Network and the Non-dominated Sorting Genetic Algorithm II

Control of quality defects of the glass fiber injection molded product based on LSO-RF and NSWOA

Multi-objective Optimization of Injection Molding Process Based on One-Dimensional Convolutional Neural Network and the Non-dominated Sorting Genetic Algorithm II

基于DNNNSGA-Ⅱ策略的注塑结构及工艺参数多目标优化

基于二阶响应面模型和IPSO算法的注塑质量监测

Quality monitoring of injection molding based on TSO-SVM and MOSSA

Predicting and Controlling the Quality of Injection Molding Properties for Fiber-Reinforced Composites

基于回归分析的汽车扶手箱下盖板注射成型工艺优化

基于PSO-LSSVM和NSGA-Ⅱ的心电记录仪外壳注塑工艺优化

Quality prediction and control of thin-walled shell injection molding based on GWO-PSO, ACO-BP, and NSGA-II

Multi-objective optimization of injection molded parts with insert based on IFOA-GRNN-NSGA-II

Multi-objective optimization of injection molding process parameters based on BO-RFR and NSGAⅡ methods

Experimental-based optimization of polymer injection molding process parameters using anfis-ga method

Multi-objective Optimization and Quality Monitoring of Two-piece Injection Molding Products

Quality Monitoring and Multi-Objective Optimization of the Glass Fiber-Reinforced Plastic Injection Molded Products

基于GRNN-NSGA的带嵌件注塑件多目标优化

采用RFR-GA算法的薄壁注塑件质量多目标优化

注塑工艺参数优化研究现状及发展趋势

Warpage optimization of the GFRP injection molding process parameters

Multi-objective optimization of GFRP injection molding process parameters, using GA-ELM, MOFA, and GRA-TOPSIS

具有快速斜上抽芯机构的音响壳体注塑模具设计

基于正交试验的注塑成型质量多目标影响因素研究

Multi-objective optimization of injection-molded plastic parts using entropy weight, random forest, and genetic algorithm methods

具有复合内抽芯机构的电解槽盖模具设计与工艺优化

基于神经网络和遗传算法的薄壳塑件注塑工艺优化

小型汽车空调器支架注塑模具的设计与分析

Multi‐objective optimization of injection molding parameters, based on the Gkriging‐NSGA‐vague method

温控器下壳体热流道注塑模具设计

注塑保压曲线的优化设计与分析

基于均匀试验设计的温控器上盖注塑模具工艺参数优化

汽车发动机缸体上盖注塑模具

汽车滤清器上壳体注塑模具

分型面为曲面的套类注射制品的有限元分析

Design of turnover type jig of bearing bracket based on Pro/E

多孔复杂型腔塑件注塑模具CAD/CAE数字化研究

复杂连接半套注塑模具设计

The CAD/CAE digital research on porous complex cavity plastics injection moulding moulds

Research on a new digital differential analyzer circular interpolation algorithm

基于UG/NX的洗发水瓶盖注射模设计与模流分析

基于UG/NX/CAM的复杂型腔的铣削加工

先进制造技术在模具生产中的应用研究

研究方向