Öztürk, Turgut2021-03-202021-03-2020192045-2322http://doi.org/10.1038/s41598-019-49102-3https://hdl.handle.net/20.500.12885/603Before separating or classifying hazardous/unsafe liquids, a system must be identified which can best measure certain liquids. The preferred measurement system can be useful, quick response, rapid measurement and so on. However, these features are not sufficient to classify the liquids in different containers. Especially at security points, containers of liquids carried by people may be different. Therefore, it has been investigated whether classification can be made by using the response of different containers to electromagnetic radiation. When the ring resonator measurement method is used in the 1-1.4 GHz frequency range, a successful separation process is carried out, even if the containers were made of different materials. Nevertheless, a well-known k-means algorithm has been used to analyze the measurement results of selected liquids.eninfo:eu-repo/semantics/openAccess[No Keywords]Article10.1038/s41598-019-49102-39WOS:00048301710005031467443Q1Q1