项薇｜宁波大学｜学者主页

2026

基于TCN-BiGRU-SE两阶段特征提取与多特征融合的注塑质量预测方法

邓晓强，战韬阳，项薇，林文文，余军合，郑志鹏

《中国机械工程》

2026

AI赋能机械制造技术基础教学改革探索与实践

李凯，王晓英，项薇，李锦棒，施晨淳

《大学教育》

2026

Solving the stochastic-demand capacitated lot-sizing problem using proximal policy optimization in continuous action spaces

Yuchen Yang, Wenwen Lin, Yuejun Zhang, ZHANG Tianji, Wei Xiang

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

DOI

2026

Resilient Multilayer Gossip Dissemination Achieving Five-Nines Sub-Five-Millisecond Latency in Supply-Chain Networks

Yan Zheng, Yang Lu, Wei Xiang

IEEE Transactions on Industrial Informatics

DOI

2025

基于集成学习与改进灰狼算法的铝合金压铸件仿真与优化

虞任豪，项薇，林文文，季孟忠，吴磊

《特种铸造及有色合金》

2025

Few-shot injection molding quality prediction method integrating deep transfer and multi-task learning

Xiaoqiang Deng, Wei Xiang, Wenwen Lin, Zhipeng Zheng, Yuchen Yang

The International Journal of Advanced Manufacturing Technology

DOI

2025

Optimization of Pull-Based Replenishment Strategy for Buffer in Tobacco Warehouse Logistics System

Jianghui Dong, Wenwen Lin, Wei Xiang, Yuejun Zhang

International Journal of Reliability Quality and Safety Engineering

DOI

2025

Reward shaping based D3QN algorithm for solving capacitated lot-sizing problem with stochastic demand

Yuchen Yang, Wenwen Lin, Yue‐Jun Zhang, ZHANG Tianji, Wei Xiang

Engineering Research Express

DOI

2025

Semi-Supervised Federated Learning via Dual Contrastive Learning and Soft Labeling for Intelligent Fault Diagnosis

Yajiao Dai, Jun Li, Zhen Mei, Yi-Yang Ni, Shi Jin, Zengxiang Li, Sheng Guo, Wei Xiang

IEEE Internet of Things Journal

DOI

2024

基于机器学习与遗传算法的注塑产品工艺参数优化

龚川，项薇，陈昱

《机械制造》

2024

使用连续动作的近端策略优化算法求解有限产能批量问题

章天吉，林文文，张岳君，项薇，战韬阳

《机械设计与研究》

2024

新工科背景下增材制造技术课程的教学探索与实践

李凯，项薇

《装备制造技术》

2024

基于贝叶斯优化机器学习的多尺度注塑质量预测

虞任豪，战韬阳，项薇，林文文，邓晓强

《机械制造》

2024

A Full Replicas-Based Data Store Scheme Inspired by Targeted Immunization of the Epidemic Theory in Smart Manufacturing

Yang Lu, Yan Zheng, Weipeng Jing, Wei Xiang

IEEE Transactions on Industrial Informatics

DOI

2024

Advanced Manufacturing in Industry 5.0: A Survey of Key Enabling Technologies and Future Trends

Wei Xiang, K. Yu, Fengling Han, Le Fang, D. He, Qing-Long Han

IEEE Transactions on Industrial Informatics

DOI

2024

Digital Twin Empowered Industrial IoT Based on Credibility-Weighted Swarm Learning

Wei Xiang, Jie Li, Yuan Zhou, Peng Cheng, Jiong Jin, Kan Yu

IEEE Transactions on Industrial Informatics

DOI

2024

Adaptive optimization federated learning enabled digital twins in industrial IoT

Wei Yang, Yuan Yang, Wei Xiang, Lei Yuan, Kan Yu, Álvaro Hernández Alonso, J. Ureña, Zhibo Pang

Journal of Industrial Information Integration

DOI

2023

A Learning-Based Context-Aware Quality Test System in B5G-Aided Advanced Manufacturing

Sige Liu, Peng Cheng, Zhuo Chen, K. Yu, Wei Xiang, Jun Li, B. Vucetic, Yonghui Li

IEEE Transactions on Industrial Informatics

DOI

2022

多目标灰靶决策模型在医疗预约领域的应用研究

韩乐琦，项薇，季孟忠，吴成宇，黄益槐，彭俊

《北京生物医学工程》

2022

基于LightGBM多阶段医疗服务等待时间的预测研究

彭俊，项薇，谢勇，黄益槐，韩乐奇，吴成宇

《计算机应用与软件》

2021

基于负荷平衡的柔性预约决策

季孟忠，项薇，彭俊，黄益槐，张肖建，何达

《控制与决策》

DOI

2021

可变预约时段的柔性预约机制仿真

黄益槐，项薇，彭俊，韩乐琦，吴成宇

《北京生物医学工程》

2021

基于多特征集成决策树算法的门诊需求预测

彭俊，张肖建，徐超，谢勇，项薇，何达

《北京生物医学工程》

2020

密集到达下的预约决策的仿真研究

季孟忠，何达，邱梦宁，黄益槐，彭俊，项薇

《工业工程》

2020

考虑行为因素的手术室系统研究

季孟忠，马长越，谢勇，项薇

《系统科学学报》

2019

基于离散系统仿真和价值流图析法的妇幼保健院就诊流程分析

季孟忠，董芬，谢勇，雷常发，项薇

《北京生物医学工程》

2018

基于地震模式的医院应急资源激增能力储备规划研究

潘星明，童海星，徐超，项薇，陈赛峰

《工业工程》

2017

A multi-objective ACO for operating room scheduling optimization

Wei Xiang

Natural Computing

DOI

2016

集成手术排程和护士排班的中期决策优化研究

李冲，项薇，陈赛峰

《计算机工程与应用》

2015

An ant colony optimization approach for solving an operating room surgery scheduling problem

Wei Xiang, Jiao Yin, Gino J. Lim

Computers & Industrial Engineering

DOI

2015

A Modified Ant Colony Optimization for the Multi-Objective Operating Room Scheduling

Chonglei Gu, Qingzhao Liu, Wei Xiang

Lecture notes in computer science

DOI

2014

Pareto Set-based Ant Colony Optimization for Multi-Objective Surgery Scheduling Problem

Wei Xiang, Gino J. Lim

The Open Cybernetics & Systemics Journal

DOI

2014

A short-term operating room surgery scheduling problem integrating multiple nurses roster constraints

Wei Xiang, Jiao Yin, Gino J. Lim

Artificial Intelligence in Medicine

DOI

2013

基于生产负荷率均衡的多供应商订单分配仿真

项薇，宋法帅，叶飞帆

《系统仿真学报》

DOI

2013

考虑实际护士排班约束的手术排程优化

项薇，殷姣，陈赛峰

《工业工程》

2013

Order allocation for multiple supply-demand networks within a cluster

Wei Xiang, Fa Shuai Song, YE Fei-fan

Journal of Intelligent Manufacturing

DOI

2013

Surgery Rescheduling Based on Pareto Solution Set Under Uncertain Resource

Tian-yong He, Wei Xiang

Springer eBooks

DOI

2012

Surgical Scheduling Based on Hybrid Flow-Shop Scheduling

Guo Xun Huang, Wei Xiang, Chong Li, Qian Sheng Zheng, Shan Dan Zhou, Bing Shen, Sai Feng Chen

Applied Mechanics and Materials

DOI

2012

Study on the Responsiveness of Production Load-Equilibrium Based Order Allocation Strategy

Wei Xiang, Jiao Yin, Fei Fan Ye, Fa Shuai Song

Applied Mechanics and Materials

DOI

2012

An Optimization Approach for Surgery Scheduling under Multi-Resource Constraints

Jiao Yin, Wei Xiang, Sai Feng Chen

Applied Mechanics and Materials

DOI

2012

ORDER ALLOCATION AMONG MULTIPLE SUPPLIES BY PRODUCTION LOAD EQUILIBRIUM

Wei Xiang, Fa Shuai Song, YE Fei-fan

Computers & Industrial Engineering

2012

Ant Colony Algorithm for Surgery Scheduling Problem

Jiao Yin, Wei Xiang

Lecture notes in computer science

DOI

2011

基于生产负荷均衡的多对多订单分配模型

宋法帅，项薇，叶飞帆

《计算机应用》

2011

Resource allocation simulation on operating rooms of hospital

Qian Sheng Zheng, Jie Shen, Ze-qing Liu, Kai Fang, Wei Xiang

DOI

2011

Order Allocation Model Based on Production Load Equilibrium for Supply Chain with Multi-Manufacturers and Multi-Suppliers

Fa Shuai Song, Wei Xiang, Fei Fan Ye

Applied Mechanics and Materials

DOI

2011

Simulation on order allocation within multi-suppliers of industrial cluster

Wei Xiang, Fa Shuai Song, YE Fei-fan

DOI

2010

Industry Cluster’s Adaptive Co-competition Behavior Modeling Inspired by Swarm Intelligence

Wei Xiang, YE Fei-fan

Communications in computer and information science

DOI

2010

Simulation Modeling of the Operating Room Based on SIMIO

Qian Sheng Zheng, Sai Feng Chen, Jie Shen, Ze Qing Liu, Kai Fang, Wei Xiang

Applied Mechanics and Materials

DOI

2010

Swarm Intelligence in Modeling Self-adaptive Behavior of the Industry Cluster

Wei Xiang

Journal of Ningbo University

2009

Swarm Intelligence in Modeling Adaptive Behavior of the Industry Cluster

Wei Xiang, YE Fei-fan

WRI Global Congress on Intelligent Systems

DOI

2008

Ant colony intelligence in agent coordination for dynamic manufacturing scheduling

Wei Xiang, Heow Pueh Lee

World Congress on Intelligent Control and Automation

DOI

精选作品

期刊论文

基于TCN-BiGRU-SE两阶段特征提取与多特征融合的注塑质量预测方法

AI赋能机械制造技术基础教学改革探索与实践

Solving the stochastic-demand capacitated lot-sizing problem using proximal policy optimization in continuous action spaces

Resilient Multilayer Gossip Dissemination Achieving Five-Nines Sub-Five-Millisecond Latency in Supply-Chain Networks

基于集成学习与改进灰狼算法的铝合金压铸件仿真与优化

Few-shot injection molding quality prediction method integrating deep transfer and multi-task learning

Optimization of Pull-Based Replenishment Strategy for Buffer in Tobacco Warehouse Logistics System

Reward shaping based D3QN algorithm for solving capacitated lot-sizing problem with stochastic demand

Semi-Supervised Federated Learning via Dual Contrastive Learning and Soft Labeling for Intelligent Fault Diagnosis

基于机器学习与遗传算法的注塑产品工艺参数优化

使用连续动作的近端策略优化算法求解有限产能批量问题

新工科背景下增材制造技术课程的教学探索与实践

基于贝叶斯优化机器学习的多尺度注塑质量预测

A Full Replicas-Based Data Store Scheme Inspired by Targeted Immunization of the Epidemic Theory in Smart Manufacturing

Advanced Manufacturing in Industry 5.0: A Survey of Key Enabling Technologies and Future Trends

Digital Twin Empowered Industrial IoT Based on Credibility-Weighted Swarm Learning

Adaptive optimization federated learning enabled digital twins in industrial IoT

A Learning-Based Context-Aware Quality Test System in B5G-Aided Advanced Manufacturing

多目标灰靶决策模型在医疗预约领域的应用研究

基于LightGBM多阶段医疗服务等待时间的预测研究

基于负荷平衡的柔性预约决策

可变预约时段的柔性预约机制仿真

基于多特征集成决策树算法的门诊需求预测

密集到达下的预约决策的仿真研究

考虑行为因素的手术室系统研究

基于离散系统仿真和价值流图析法的妇幼保健院就诊流程分析

基于地震模式的医院应急资源激增能力储备规划研究

A multi-objective ACO for operating room scheduling optimization

集成手术排程和护士排班的中期决策优化研究

An ant colony optimization approach for solving an operating room surgery scheduling problem

A Modified Ant Colony Optimization for the Multi-Objective Operating Room Scheduling

Pareto Set-based Ant Colony Optimization for Multi-Objective Surgery Scheduling Problem

A short-term operating room surgery scheduling problem integrating multiple nurses roster constraints

基于生产负荷率均衡的多供应商订单分配仿真

考虑实际护士排班约束的手术排程优化

Order allocation for multiple supply-demand networks within a cluster

Surgery Rescheduling Based on Pareto Solution Set Under Uncertain Resource

Surgical Scheduling Based on Hybrid Flow-Shop Scheduling

Study on the Responsiveness of Production Load-Equilibrium Based Order Allocation Strategy

An Optimization Approach for Surgery Scheduling under Multi-Resource Constraints

ORDER ALLOCATION AMONG MULTIPLE SUPPLIES BY PRODUCTION LOAD EQUILIBRIUM

Ant Colony Algorithm for Surgery Scheduling Problem

基于生产负荷均衡的多对多订单分配模型

Resource allocation simulation on operating rooms of hospital

Order Allocation Model Based on Production Load Equilibrium for Supply Chain with Multi-Manufacturers and Multi-Suppliers

Simulation on order allocation within multi-suppliers of industrial cluster

Industry Cluster’s Adaptive Co-competition Behavior Modeling Inspired by Swarm Intelligence

Simulation Modeling of the Operating Room Based on SIMIO

Swarm Intelligence in Modeling Self-adaptive Behavior of the Industry Cluster

Swarm Intelligence in Modeling Adaptive Behavior of the Industry Cluster

Ant colony intelligence in agent coordination for dynamic manufacturing scheduling

预印本

A Policy-Guided Rollout Reranking Method for Inference-Enhanced Scheduling in Dynamic Multi-Objective Flexible Job Shops

Overlap-free multi-material topology optimization for minimum compliance in two and three dimensions by level-set-based negative-mapping interpolation

Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors

Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models

2D_3D Feature Fusion via Cross-Modal Latent Synthesis and Attention Guided Restoration for Industrial Anomaly Detection

书籍章节

Operating Rooms Decision Optimization Integrating Surgery Planning and Nurse Rostering

研究方向