Expert System for Magnetic Non Destructive Testing

• Grant number: 08/10859-0
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: September 01, 2009
• End date: October 31, 2011
• Field of knowledge: Engineering - Mechanical Engineering
• Principal Investigator: Linilson Rodrigues Padovese
• Grantee: José Alberto Pérez Benitez
• Host Institution: Escola Politécnica (EP). Universidade de São Paulo (USP). São Paulo , SP, Brazil

Abstract

This project concerns the development of expert system technology for applications regarding Magnetic Non-Destructive Essays. The developed system will be primarily composed by a pre-processing module based on multi-variable statistical analyses and clustering, and by a probabilistic neural network. In order to make the network adaptable and evolutionary, an optimization module will be added to the network. Experimental data, already available at LADIN, will be used for tests and validation.

Scientific publications

(5)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

PEREZ-BENITEZ, J. A.; PADOVESE, L. R.. A system for classification of time-series data from industrial non-destructive device. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 26, n. 3, p. 974-983, MAR 2013. (08/10859-0)

ALATAS, BILAL. Photosynthetic algorithm approaches for bioinformatics. EXPERT SYSTEMS WITH APPLICATIONS, v. 38, n. 8, p. 10541-10553, AUG 2011. (08/10859-0)

PEREZ-BENITEZ, J. A.; PADOVESE, L. R.. Falling sheet envelope method for non-destructive testing time-dependent signals. EXPERT SYSTEMS WITH APPLICATIONS, v. 38, n. 4, p. 3192-3198, APR 2011. (08/10859-0)

PEREZ-BENITEZ, J. A.; PADOVESE, L. R.. Magnetic non-destructive evaluation of ruptures of tensile armor in oil risers. MEASUREMENT SCIENCE & TECHNOLOGY, v. 23, n. 4, APR 2012. (08/10859-0)

PEREZ-BENITEZ, J. A.; PADOVESE, L. R.. Study of the influence of simultaneous variation of magnetic material microstructural features on domain wall dynamics. Journal of Magnetism and Magnetic Materials, v. 322, n. 20, p. 3101-3105, OCT 2010. (08/10859-0)