Art

J-GLOBAL ID：202102240614119543   Reference number：21A0144006

Quantitative Evaluation for the Peak Selectionin the Raman Spectroscopy Classification of Plastics Based on the Support Vector Machine

サポートベクトルマシンに基づくプラスチックのRaman分光法分類におけるピーク選択の定量的評価サポートベクトルマシンに基づくプラスチックのRaman分光法分類におけるピーク選択の定量的評価

Author (4)： MUSU Wilem (Department of Biological and Environmental Chemistry, Kindai University) ,  TSUCHIDA Akihiro (Saimu Corporation) ,  KAWAZUMI Hirofumi (Department of Biological and Environmental Chemistry, Kindai University) ,  OKA Nobuto (Department of Biological and Environmental Chemistry, Kindai University)
Material： 情報知識学会誌  (Journal of Japan Society of Information and Knowledge)
Volume： 30  Issue： 3  Page： 361-369(J-STAGE)  Publication year： 2020 
JST Material Number： L1843A  ISSN： 0917-1436  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *polymer waste ,  *Raman spectroscopy ,  strength ,  *support vector machine ,  machine learning ,  recycle ,  resource recycling ,  identification system ,  Raman spectrum
Semi thesaurus term： peak strength ,  plastic recycling ,  *waste plastic

Author keywords (8)： ラマン分光法 ,  機械学習 ,  サポートベクターマシン ,  プラスチック識別 ,  Raman spectroscopy ,  Machine Learning ,  Support Vector Machine ,  Plastic Identification

JST classification (2)： Polymer waste treatment  (YH01020W) ,  Infrared and Raman spectra of organic molecules  (BH06033S)

Reference (11)：

• [1] Lewis, Ian R.; Edwards, Howell G. M.:“Handbook of Raman spectroscopy. From the research laboratory to the process line”, Marcel Dekker, New York and Basel, 2001.
• [2] Tsuchida, Akihiro; Kawazumi, Hirofumi; Arikata, Kazuyoshi; Tuchida, Yasuo: “Identification of Shredded Plastics in milliseconds using Raman spectroscopy for recycling”, Proceedings of IEEE SENSORS 2009, pp.1473-1476, 2009.
• [3] Tsuchida, Akihiro; Yoshida, Tomoya; Tsuchida, Yasuo; Kawazumi, Hirofumi: “Identification and Degradation Estimation of Waste Plastics for Recycling Using Raman Spectroscopy”, Bunseki Kagaku, Vol. 61, No. 12, pp. 1027-1032, 2012.
• [4] Kawazumi, Hirofumi; Tsuchida, Akihiro;Yoshida, Tomoya; Tsuchida, Yasuo: “High- Performance Recycling System for Waste Plastics Using Raman Identification” in “Progress in Sustainable Energy Technologies Vol II: Creating Sustainable Development”, pp. 519-529, Springer, 2014.
• [5] Muehlethaler, Cyril; Massonnet, Genevieve; Esseiva, Pierre: “The Application of Chemometrics on Infrared and Raman Spectra as a Tool for the Forensic Analysis of Paints”, Forensic Science International, Vol. 209, pp.173-182, 2011.

Terms in the title (5)： サポートベクトルマシン ,  プラスチック ,  Raman分光法 ,  分類 ,  定量的評価