Terahertz time-domain spectroscopic data of different polymers with different thicknesses

Kubiczek, Tobias; Balzer, Jan, C.

doi:10.17185/duepublico/76495

Forschungsdaten Fr., 19. Aug.. 2022 CC BY-NC-ND 4.0

Veröffentlicht

Terahertz time-domain spectroscopic data of different polymers with different thicknesses

Terahertz time-domain spectroscopy can be used for the extraction of electrical properties from materials. The extraction of the parameters can be done either in reflection or transmission geometry. To determine the exact type of material, the sample’s thickness and incidence angle of the radiation must be well known. However, the differentiation between materials can be realised by using a neural network. To address this question, multiple terahertz time-domain spectroscopic transmission measurements of 16 polymers were done with different thicknesses.

Einordnung

Datum der Veröffentlichung:

19.08.2022

DOI:

10.17185/duepublico/76495

Sprache:

Englisch

Ressourcentyp:

Gemischtes Material

Umfang:

2091515904 Bytes

Institution (Ersteller):

University of Duisburg-Essen

Schlagwörter:

Terahertz time-domain spectroscopy; Polymers; thickness

Kollektion:

Forschungsdaten

Sachgruppen der Deutschen Nationalbibliographie:

620 Ingenieurwissenschaften und Maschinenbau

Einrichtung:

Fakultät für Ingenieurwissenschaften, Elektrotechnik und Informationstechnik, Nachrichtentechnische Systeme

Veröffentlichungen:

Kubiczek, Tobias, Balzer, Jan C., 2022. Material Classification for Terahertz Images based on Neural Networks. IEEE Access. 10.1109/ACCESS.2022.3200473

The article is licenced under CC BY 4.0.

Erstellungs / Produktions Erwähnung:

This dataset consists of terahertz time-domain spectroscopy (THz-TDS) measurements performed on 16 different polymer types with different thicknesses. For each polymer, 3 square sets of samples were fabricated using a fused deposition modeling 3D printer. Two of the sample sets have thicknesses of 1 mm and 5 mm. The third sample set contains 4 thicknesses: 1 mm, 2 mm, 3 mm, and 4 mm and is referred to as verification. For a measurement, all samples of one type were placed in a sample holder. This sample holder was raster scanned in the focusing spot of a terahertz transmission setup. A THz-TDS trace was recorded for each position. Six measurements were made for each sample type.

For each measurement, an .hdf file was created containing the measured THz-TDS traces and a label of the areas with the material of the sample. The corresponding material name can be found in the "Labels.csv" file. The terahertz spectrometer used to record the THz-TDS traces was the TeraK15 from the manufacturer Menlo Systems. Planoconvex TPX lenses were used to focus the terahertz radiation to a point.

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