Non-destructive testing and evaluation (NDT/NDE) is nowadays a very active field of research focused on the non-invasive inspection of components, devices, and complex structures for checking their structural and functional integrity. Despite the increasing popularity of such approaches, several challenges still need to be addressed from the methodological and practical viewpoint, especially if real-time processing and automatic anomaly understanding is required. In this context, innovative methodologies have been developed by the members of the ELEDIA Research Center network to enable the real-time accurate diagnostics of complex monitoring information. More specifically, the research areas developed within ELEDIA include the following
-
Development of methodologies and algorithms for the non-destructive detection, localization, and characterization of anomalies, defects, and cracks in solid structures (e.g., concrete, structural materials, composite materials);
-
Study and implementation of innovative quality examination of conductive tubes in production lines, industrial components, and power plants
-
Artificial-intelligence based structural health monitoring techniques for real-time diagnostics and prognostics of critical interconnected infrastructures.
Related Project: SnATCH
For additional information contact us at contact@eledia.org
Read More
- S. Caorsi, "A stochastic microwave imaging approach for NDE applications," AIP Conference Proceedings vol. 20, pp. 422-429 2001 (DOI: 10.1063/1.1373788)
- S. Caorsi, A. Massa, and M. Pastorino, "A crack identification microwave procedure based on a genetic algorithm for nondestructive testing," IEEE Transactions on Antennas and Propagation vol. 49, no. 12, pp. 1812-1820 2001 (DOI: 10.1109/8.982464)
- M. Pastorino, S. Caorsi, and A. Massa, "A global optimization technique for microwave nondestructive evaluation," IEEE Transactions on Instrumentation and Measurement vol. 51, no. 4, pp. 666-673, August 2002 (DOI: 10.1109/TIM.2002.803084)
- S. Caorsi, A. Massa, M. Pastorino, and M. Donelli, "Improved Microwave Imaging Procedure for Nondestructive Evaluations of Two-Dimensional Structures," IEEE Transactions on Antennas and Propagation vol. 52, no. 6, pp. 1386-1397, June 2004 (DOI: 10.1109/TAP.2004.830254)
- S. Caorsi, A. Massa, M. Pastorino, A. Randazzo, and A. Rosani, "A Reconstruction Procedure for Microwave Nondestructive Evaluation Based on a Numerically Computed Green’s Function," IEEE Transactions on Instrumentation and Measurement vol. 53, no. 4, pp. 987-992, August 2004 (DOI: 10.1109/TIM.2004.831446)
- A. Massa, M. Donelli, M. Pastorino, and A. Rosani, "Microwave imaging for non-destructive evaluation of civil structures," Insight - Non-Destructive Testing and Condition Monitoring vol. 47, no. 1, pp. 11-14, January 2005 (DOI: 10.1784/insi.47.1.11.56930)
- A. Massa, M. Pastorino, A. Rosani, and M. Benedetti, "A Microwave Imaging Method for NDE/NDT Based on the SMW Technique for the Electromagnetic Field Prediction," IEEE Transactions on Instrumentation and Measurement vol. 55, no. 1, pp. 240-247, February 2006 (DOI: 10.1109/TIM.2005.861257)
- M. Benedetti, M. Donelli, G. Franceschini, M. Pastorino, and A. Massa, "Effective exploitation of the a priori information through a microwave imaging procedure based on the SMW for NDE/NDT applications," IEEE Transactions on Geoscience and Remote Sensing vol. 43, no. 11, pp. 2584-2592, November 2005 (DOI: 10.1109/TGRS.2005.856630)
- M. Benedetti, M. Donelli, A. Martini, M. Pastorino, A. Rosani, and A. Massa, "An Innovative Microwave-Imaging Technique for Nondestructive Evaluation: Applications to Civil Structures Monitoring and Biological Bodies Inspection," IEEE Transactions on Instrumentation and Measurement vol. 55, no. 6, pp. 1878-1884, December 2006 (DOI: 10.1109/TIM.2006.884287)
- M. Salucci, N. Anselmi, G. Oliveri, P. Calmon, R. Miorelli, C. Reboud, and A. Massa, "Real-Time NDT-NDE Through an Innovative Adaptive Partial Least Squares SVR Inversion Approach," IEEE Transactions on Geoscience and Remote Sensing vol. 54, no. 11, pp. 6818-6832, November 2016 (DOI: 10.1109/TGRS.2016.2591439)
- Ahmed, Shamim; Miorelli, Roberto; Salucci, Marco; Massa, Andrea, "Real-time flaw characterization through learning-by-examples techniques: a comparative study applied to ECT," Studies in Applied Electromagnetics and Mechanics 2017 (DOI: 10.3233/978-1-61499-767-2-228)
- S. Ahmed, P. Calmon, R. Miorelli, C. Reboud, and A. Massa, "Advanced statistical learning method for multi-physics NDT-NDE," Journal of Physics: Conference Series vol. 1131, pp. 012012, November 2018 (DOI: 10.1088/1742-6596/1131/1/012012)
- M. Salucci, N. Anselmi, G. Oliveri, P. Rocca, S. Ahmed, P. Calmon, R. Miorelli, C. Reboud, and A. Massa, "A nonlinear Kernel-based adaptive learning-by-examples method for robust NDT/NDE of conductive tubes," Journal of Electromagnetic Waves and Applications vol. 33, no. 6, pp. 669-696, February 2019 (DOI: 10.1080/09205071.2019.1572546)
- Ahmed, Shamim; Miorelli, Roberto; Reboud, Christophe; Calmon, Pierre; Anselmi, Nicola; Salucci, Marco, "Fast characterization of multiple cracks in conductive media ased on adaptive feature extraction and SVR," Electromagnetic Non-Destructive Evaluation: 21 pp. 191-198 2018 (DOI: 10.3233/978-1-61499-836-5-191)