Intelligent surface roughness measurement using deep learning and computer vision: a promising approach for manufacturing quality control

New Method for Evaluating Surface Roughness Parameters Acquired by Laser Scanning

Leandro Tonietto, Luiz Gonzaga, Maurício Roberto Veronez et al. · Scientific Reports · 2019 · 71 citations · Full text

Proper estimation of surface roughness using hybrid intelligence based on artificial neural network and genetic algorithm

Cem Boğa, Tahsin Köroğlu · Journal of Manufacturing Processes · 2021 · 63 citations

Search Optimization, Engineering, Hybrid Algorithm +5

Prediction and evaluation of surface roughness with hybrid kernel extreme learning machine and monitored tool wear

Minghui Cheng, Li Jiao, Pei Yan et al. · Journal of Manufacturing Processes · 2022 · 58 citations

Engineering, Machine Learning, Surface Roughness +5

Estimating surface roughness for different EDM processing parameters on Inconel 718 using GEP and ANN

Hatice Varol Özkavak, Mehmet Mahir Sofu, Burhan Duman et al. · CIRP journal of manufacturing science and technology · 2021 · 58 citations

Materials Science, Engineering, Microfabrication +6

Ensemble learning with a genetic algorithm for surface roughness prediction in multi-jet polishing

Ruoxin Wang, Meina Cheng, Yee Man Loh et al. · Expert Systems with Applications · 2022 · 45 citations

Engineering, Machine Learning, Industrial Engineering +8