Lilan Liu

Digital twin-driven surface roughness prediction and process parameter adaptive optimization

Lilan Liu, Xiangyu Zhang, Xiang Wan et al. · Advanced Engineering Informatics · 2021 · 116 citations

Geometric Modeling, Engineering, Natural Sciences +9

An Improved VGG19 Transfer Learning Strip Steel Surface Defect Recognition Deep Neural Network Based on Few Samples and Imbalanced Datasets

Xiang Wan, Xiangyu Zhang, Lilan Liu · Applied Sciences · 2021 · 87 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Fault Diagnosis of Intelligent Production Line Based on Digital Twin and Improved Random Forest

Kai Guo, Xiang Wan, Lilan Liu et al. · Applied Sciences · 2021 · 84 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +19

A hybrid method for cutting tool RUL prediction based on CNN and multistage Wiener process using small sample data

Xiangyu Zhang, Bowen Shi, Bowen Feng et al. · Measurement · 2023 · 74 citations

Engineering, Machine Learning, Industrial Engineering +9

Automated Quantitative Verification for Service-Based System Design: A Visualization Transform Tool Perspective

Honghao Gao, Huaikou Miao, Lilan Liu et al. · International Journal of Software Engineering and Knowledge Engineering · 2018 · 58 citations

Engineering, Verification, Software Systems +30