Research Areas :: Publications

Intelligent manufacturing

Conde, A., Arriandiaga, A., Sánchez, J.A., Portillo, E., Plaza, S., Cabanes, I. High-accuracy Wire Electrical Discharge Machining using Artificial Neural Networks and optimization techniques, Robotics and Computer-Integrated Manufacturing, vol. 49, pp. 24-38, 2018. https://doi.org/10.1016/j.rcim.2017.05.010
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I., Zubizarreta, A. Recurrent ANN based modelling of the dynamic evolution of the Surface Roughness in Grinding, Neural Computing and Applications, vol. 28, No. 6, pp. 1293–1307, 2017. http://doi.org/10.1007/s00521-016-2568-1
Pombo, I., Cearsolo, X., Sánchez, J.A., Cabanes, I. Experimental and numerical analysis of thermal phenomena in the wear of single point diamond dressing tools, Journal of Manufacturing Processes , vol. 27, pp. 145-157, 2017. 10.1016/j.jmapro.2017.04.001
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I., Zubizarreta, A. Downsizing training data with weighted FCM for predicting the evolution of specific grinding energy with RNNs, Applied Soft Computing, vol. 61, pp. 211-221, 2017. https://doi.org/10.1016/j.asoc.2017.07.048
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I., Pombo, I. A new approach for dynamic modelling of energy consumption in the grinding process using Recurrent Neural Networks, Neural Computing and Applications, vol. 27, No. 6, pp. 1577–1592, 2016. http://dx.doi.org/10.1007/s00521-015-1957-1
Cearsolo, X., Cabanes, I., Sánchez, J.A., Pombo, I., Portillo, E. Dry-dressing for ecological grinding, Journal of Cleaner Production, vol. 135, pp. 633-643, 2016. http://dx.doi.org/10.1016/j.jclepro.2016.06.117
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I. On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks, Communications in Computer and Information Science. Proc. of Engineering Applications of Neural Networks, Rhodes, Greece, 2015. ISBN: 978-3-319-23981-1; 978-3-319-23983-5 (eBook). http://dx.doi.org/10.1007/978-3-319-23983-5_3
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I., Pombo, I. Virtual Sensors for On-line Wheel Wear and Part Roughness Measurement in the Grinding Process, Sensors, vol. 14, No. 5, pp. 8756-8778, 2014. http://www.mdpi.com/1424-8220/14/5/8756
1 2 3 4 5