Predicting surface roughness in machining: a review PG Benardos, GC Vosniakos International Journal of Machine Tools and Manufacture 43 (8), 833-844, 2003 | 1392 | 2003 |
Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments PG Benardos, GC Vosniakos Robotics and Computer-Integrated Manufacturing 18 (5), 343-354, 2002 | 633 | 2002 |
Optimizing feedforward artificial neural network architecture PG Benardos, GC Vosniakos Engineering Applications of Artificial Intelligence 20 (3), 365-382, 2007 | 437 | 2007 |
In-Process Tool Wear Prediction System Based on Machine Learning Techniques and Force Analysis A Gouarir, G Martínez-Arellano, G Terrazas, P Benardos, S Ratchev Procedia CIRP 77, 501-504, 2018 | 167 | 2018 |
Prediction of workpiece elastic deflections under cutting forces in turning PG Benardos, S Mosialos, GC Vosniakos Robotics and Computer-Integrated Manufacturing 22 (5), 505-514, 2006 | 118 | 2006 |
Simulation-based selection of optimum pressure die-casting process parameters using neural nets and genetic algorithms A Krimpenis, PG Benardos, GC Vosniakos, A Koukouvitaki The International Journal of Advanced Manufacturing Technology 27 (5), 509-517, 2006 | 103 | 2006 |
Flexible robot sealant dispensing cell using RGB-D sensor and off-line programming P Maiolino, R Woolley, D Branson, P Benardos, A Popov, S Ratchev Robotics and Computer-Integrated Manufacturing 48, 188-195, 2017 | 50 | 2017 |
Online Tool Wear Classification during Dry Machining Using Real Time Cutting Force Measurements and a CNN Approach G Terrazas, G Martínez-Arellano, P Benardos, S Ratchev Journal of Manufacturing and Materials Processing 2 (4), 72, 2018 | 44 | 2018 |
Reconfigurable assembly system design methodology: a wing assembly case study TG Jefferson, P Benardos, S Ratchev SAE International Journal of Materials and Manufacturing 9 (1), 31-48, 2016 | 26 | 2016 |
Internet of things and industrial applications for precision machining P Benardos, GC Vosniakos 9th International Congress on Precision Machining, 2017 | 25 | 2017 |
Neural network simulation metamodels and genetic algorithms in analysis and design of manufacturing cells GC Vosniakos, A Tsifakis, P Benardos The International Journal of Advanced Manufacturing Technology 29 (5), 541-550, 2006 | 21 | 2006 |
The scope of artificial neural network metamodels for precision casting process planning GC Vosniakos, V Galiotou, D Pantelis, P Benardos, P Pavlou Robotics and Computer-Integrated Manufacturing 25 (6), 909-916, 2009 | 20 | 2009 |
A holistic approach to the exploitation of simulation in solid investment casting N Pagratis, N Karagiannis, GC Vosniakos, D Pantelis, P Benardos Proceedings of the Institution of Mechanical Engineers, Part B: Journal of …, 2007 | 19 | 2007 |
Assessing worker performance using dynamic cost functions in human robot collaborative tasks T Smith, P Benardos, D Branson Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2020 | 13 | 2020 |
Offline flexible optimisation of feed and speed in computer numerical control machining of sculptured surfaces exploiting dedicated cutting force metamodels P Benardos, GC Vosniakos Proceedings of the Institution of Mechanical Engineers, Part B: Journal of …, 2014 | 13 | 2014 |
Intelligent Optimisation of 3-Axis Sculptured Surface Machining on Existing CAM Systems GC Vosniakos, PG Benardos, A Krimpenis Machining of Complex Sculptured Surfaces, 157-189, 2012 | 6 | 2012 |
Residual stress prediction of arc welded austenitic pipes with artificial neural network ensemble using experimental data DK Rissaki, PG Benardos, GC Vosniakos, MC Smith, AN Vasileiou International Journal of Pressure Vessels and Piping 204, 104954, 2023 | 5 | 2023 |
Multi-disciplinary design optimisation of mechanical parts with freeform surfaces: Case study encompassing manufacturing criteria GC Vosniakos, P Benardos, V Lipari Proceedings of the Institution of Mechanical Engineers, Part B: Journal of …, 2015 | 5 | 2015 |
Neural surface roughness models of CNC machined Glass Fibre Reinforced Composites S Alexandrakis, P Benardos, GC Vosniakos, N Tsouvalis International Journal of Materials and Product Technology 32 (2-3), 276-294, 2008 | 4 | 2008 |
Defect Recognition in High-Pressure Die-Casting Parts Using Neural Networks and Transfer Learning G Andriosopoulou, A Mastakouris, D Masouros, P Benardos, ... Metals 13 (6), 1104, 2023 | 3 | 2023 |