Classification of measured unsafe liquids using microwave spectroscopy system by multivariate data analysis techniques

Ozturk T.

Journal of Hazardous Materials, cilt.363, ss.309-315, 2019 (SCI-Expanded, Scopus) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 363
  • Basım Tarihi: 2019
  • Doi Numarası: 10.1016/j.jhazmat.2018.09.092
  • Dergi Adı: Journal of Hazardous Materials
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.309-315
  • Anahtar Kelimeler: Classification of liquids, Free space measurement, Hazardous materials, Multivariate data analysis
  • Sivas Cumhuriyet Üniversitesi Adresli: Hayır

Özet

To identify hazardous (illegal and explosive) materials, microwave measurement (free space reflection type method) method has been tried to find best results in different frequency ranges. The main goal is to cluster some materials which are mainly preferred by passenger for aircraft travel. Therefore, the multivariate data analysis methods have been preferred to classify or distinguish the measured liquids. Thus, the abilities of used techniques have been shown to make the classification process easier and more responsive, while determining the convenient measurement method that can reflect the unique properties of the liquids. The desired success has been achieved magnificently by self-organizing maps algorithm.