王妮娜｜西安理工大学｜学者主页

2026

Development of a Digital Twin Monitoring Framework for Blade Polishing Robot Process Based on Cloud–Edge–Device

Nina Wang, Guohui Zhang, Guohui Zhang, Yantao Ma, Jiahao Gao, Lijuan Ren, Guangpeng Zhang, Guangpeng Zhang

Sensors

DOI

2026

Abrasive Belt Wear Condition Monitoring Method Based on Symmetric Point Pattern (SDP) Multi-Sensor Fusion and CNN-LSTM Hybrid Network

Nina Wang, Wanjing Pang, Lijuan Ren, Wenhai He, Guangpeng Zhang

International Journal of Precision Engineering and Manufacturing

DOI

2026

Regression deep convolution-based meta-learning method for predicting material removal rate in belt grinding under multiple small sample conditions

Wanjing Pang, Guang-Peng Zhang, Weijian Yan, Jingtong Zhang, Nina Wang, L. Ren

Measurement

DOI

2026

Small-sample monitoring approach for abrasive belt grinding material removal rate employing multi-sensor data signal image fusion and deep regression networks

Nina Wang, Wanjing Pang, L. Ren, Wen-Hai He, Jingtong Zhang, Guang-Peng Zhang

The International Journal of Advanced Manufacturing Technology

DOI

2025

Abrasive belt wear condition monitoring using sound signals: a fusion of convolutional neural networks and vision transformers

Wanjing Pang, Guangpeng Zhang, Lijuan Ren, Nina Wang

The International Journal of Advanced Manufacturing Technology

DOI

2025

A Vision-Based Approach for Precise Wear Evaluation of Abrasive Belts with Irregular Morphology in Flexible Grinding

L. Ren, Weijian Yan, Nina Wang, Wanjing Pang, Guang-Peng Zhang

Coatings

DOI

2024

Novel method for monitoring chip heat in abrasive belt grinding based on decision-making fusion of vision and sound information

Nina Wang, Lijuan Ren, Guangpeng Zhang, Shuai Liu, Hu Chen

The International Journal of Advanced Manufacturing Technology

DOI

2024

Comprehensive analysis of the effects of different parameters on the grinding performance for surfaces

Lijuan Ren, Nina Wang, Guangpeng Zhang, Xionghui Wang, Xiaoting Li

The International Journal of Advanced Manufacturing Technology

DOI

2023

Modeling and analysis of material removal depth contour for curved-surfaces abrasive belt grinding

L. Ren, Nina Wang, Xionghui Wang, Xiaoting Li, Yongchang Li, Guang-Peng Zhang, Xiaoqiang Lei

Journal of Materials Processing Technology

DOI

2022

Modeling and simulation method of trajectory in double-side autonomous grinding considering the dynamic friction coefficient

Nina Wang, Guangpeng Zhang, Lijuan Ren, Yongchang Li

The International Journal of Advanced Manufacturing Technology

DOI

2022

Analysis of abrasive grain size effect of abrasive belt on material removal performance of GCr15 bearing steel

Nina Wang, Guangpeng Zhang, Lijuan Ren, Zhijian Yang

Tribology International

DOI

2022

In-process material removal rate monitoring for abrasive belt grinding using multisensor fusion and 2D CNN algorithm

Nina Wang, Guangpeng Zhang, Lijuan Ren, Yongchang Li, Zhijian Yang

The International Journal of Advanced Manufacturing Technology

DOI

2022

Correction to: Novel monitoring method for belt wear state based on machine vision and image processing under grinding parameter variation

Nina Wang, Guangpeng Zhang, Lijuan Ren, Wanjing Pang, Yongchang Li

The International Journal of Advanced Manufacturing Technology

DOI

2022

Modeling and monitoring the material removal rate of abrasive belt grinding based on vision measurement and the gene expression programming (GEP) algorithm

Lijuan Ren, Nina Wang, Wanjing Pang, Yongchang Li, Guangpeng Zhang

The International Journal of Advanced Manufacturing Technology

DOI

2022

Novel monitoring method for belt wear state based on machine vision and image processing under grinding parameter variation

Nina Wang, Guangpeng Zhang, Lijuan Ren, Wanjing Pang, Yongchang Li

The International Journal of Advanced Manufacturing Technology

DOI

2021

Reconfigurable Machine Tool Design for Box-Type Part Families

Yongquan Wang, Guangpeng Zhang, Jiali Wang, Pan Liu, Nina Wang

Machines

DOI

2021

Novel monitoring method for material removal rate considering quantitative wear of abrasive belts based on LightGBM learning algorithm

Nina Wang, Guangpeng Zhang, Wanjing Pang, Lijuan Ren, Yupeng Wang

The International Journal of Advanced Manufacturing Technology

DOI

2021

Vision and sound fusion-based material removal rate monitoring for abrasive belt grinding using improved LightGBM algorithm

Nina Wang, Guangpeng Zhang, Lijuan Ren, Wanjing Pang, Yupeng Wang

Journal of Manufacturing Processes

DOI

2018

精密五轴联动机床非线性误差分析与后置处理

王妮娜，张广鹏，宋开文，黄玉美

《西安理工大学学报》

2017

台式微小型五轴联动机床研制及微小工件加工

王妮娜，张广鹏，何超，黄玉美

《制造技术与机床》

DOI

2017

回转工作台结构优化设计方法

王妮娜，张广鹏

《制造业自动化》

王妮娜

精选作品

期刊论文

Development of a Digital Twin Monitoring Framework for Blade Polishing Robot Process Based on Cloud–Edge–Device

Abrasive Belt Wear Condition Monitoring Method Based on Symmetric Point Pattern (SDP) Multi-Sensor Fusion and CNN-LSTM Hybrid Network

Regression deep convolution-based meta-learning method for predicting material removal rate in belt grinding under multiple small sample conditions

Small-sample monitoring approach for abrasive belt grinding material removal rate employing multi-sensor data signal image fusion and deep regression networks

Abrasive belt wear condition monitoring using sound signals: a fusion of convolutional neural networks and vision transformers

A Vision-Based Approach for Precise Wear Evaluation of Abrasive Belts with Irregular Morphology in Flexible Grinding

Novel method for monitoring chip heat in abrasive belt grinding based on decision-making fusion of vision and sound information

Comprehensive analysis of the effects of different parameters on the grinding performance for surfaces

Modeling and analysis of material removal depth contour for curved-surfaces abrasive belt grinding

Modeling and simulation method of trajectory in double-side autonomous grinding considering the dynamic friction coefficient

Analysis of abrasive grain size effect of abrasive belt on material removal performance of GCr15 bearing steel

In-process material removal rate monitoring for abrasive belt grinding using multisensor fusion and 2D CNN algorithm

Correction to: Novel monitoring method for belt wear state based on machine vision and image processing under grinding parameter variation

Modeling and monitoring the material removal rate of abrasive belt grinding based on vision measurement and the gene expression programming (GEP) algorithm

Novel monitoring method for belt wear state based on machine vision and image processing under grinding parameter variation

Reconfigurable Machine Tool Design for Box-Type Part Families

Novel monitoring method for material removal rate considering quantitative wear of abrasive belts based on LightGBM learning algorithm

Vision and sound fusion-based material removal rate monitoring for abrasive belt grinding using improved LightGBM algorithm

精密五轴联动机床非线性误差分析与后置处理

台式微小型五轴联动机床研制及微小工件加工

回转工作台结构优化设计方法

研究方向