Pengcheng Wu

A generic energy prediction model of machine tools using deep learning algorithms

Yan He, Pengcheng Wu, Yufeng Li et al. · Applied Energy · 2020 · 117 citations

Energy Modeling, Machine Learning, Data Science +9

Multi-objective optimisation of machining process parameters using deep learning-based data-driven genetic algorithm and TOPSIS

Pengcheng Wu, Yan He, Yufeng Li et al. · Journal of Manufacturing Systems · 2022 · 97 citations

Engineering, Process Parameters, Industrial Engineering +8

A physics-informed machine learning model for surface roughness prediction in milling operations

Pengcheng Wu, Haicong Dai, Yufeng Li et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 28 citations

Physics-informed Machine, Engineering, Machine Learning +7

An OPC UA based framework for predicting energy consumption of machine tools

Yan He, Pengcheng Wu, Yuling Wang et al. · Procedia CIRP · 2020 · 11 citations · Full text

Opc Ua, Engineering, Machine Learning +21

Online Prediction of Cutting Temperature Using Self-Adaptive Local Learning and Dynamic CNN

Pengcheng Wu, Yan He, Yufeng Li et al. · IEEE Transactions on Industrial Informatics · 2022 · 10 citations