title: Pre-processing of data coming from a laser-EMAT system for non-destructive testing of steel slabs.
abstract: Non destructive test systems are increasingly applied in the industrial context for their strong potentialities in improving and standardizing quality control. Especially in the intermediate manufacturing stages, early detection of defects on semi-finished products allow their direction towards later production processes according to their quality, with consequent considerable savings in time, energy, materials and work. However, the raw data coming from non destructive test systems are not always immediately suitable for sophisticated defect detection algorithms, due to noise and disturbances which are unavoidable, especially in harsh operating conditions, such as the ones which are typical of the steelmaking cycle. The paper describes some pre-processing operations which are required in order to exploit the data coming from a non destructive test system. Such a system is based on the joint exploitation of Laser and Electro-Magnetic Acoustic Transducer technologies and is applied to the detection of surface and sub-surface cracks in cold and hot steel slabs.
authors.affiliation: PERCRO-CEIICP, Scuola Superiore Sant'Anna, Polo Sant'Anna Valdera, viale R. Piaggio, 34-56025 Pontedera (Pisa), Italy. sgarbi@sssup.it
authors.forename: Mirko
authors.initials: M
authors.lastname: Sgarbi
authors.forename: Valentina
authors.initials: V
authors.lastname: Colla
authors.forename: Sivia
authors.initials: S
authors.lastname: Cateni
authors.forename: Stuart
authors.initials: S
authors.lastname: Higson
mesh_terms: D000465:Algorithms; D003198:Computer Simulation; D003627:Data Interpretation, Statistical; D055590:Electromagnetic Phenomena; D001330:Electronic Data Processing; D007834:Lasers; D008420:Manufactured Materials; D008669:Metallurgy / Q000379:methods*; D059629:Signal-To-Noise Ratio; D012984:Software; D013016:Sound; D013232:Steel / Q000592:standards*; D014159:Transducers; D014465:Ultrasonics; D058067:Wavelet Analysis
chemical_list: D013232:Steel