Základním cílem tohoto projektu je zvýšení selektivity a citlivosti vodivostních a rezonančních senzorů plynu. Budou provedeny experimentální a teoretické studie, na jejichž základě budou navrhnuty detekční kritéria a zapracován nový algoritmus vycházející z algoritmu podpůrných vektorů (Support Vector Machine) pro zpracování nelineárních efektů, které jsou pozorovány při detekci plynů.

Description in English
The base objective of the project is to increase the selectivity and sensitivity of the conductive and resonant gas sensors. Experimental and theoretical studies will be provided giving bases to a design of detection criteria and implementation of a new algorithm based on Support Vector Machine for the processing of nonlinear effects observed in the detection of gases.

Keywords
fluktuační mechanismy, detekce plnu, krystalové mikrovážky, vodivostní senzory, SVM

Key words in English
fluctuation mechanisms, gas sensing, quartz crystal microbalance, resistance gas sensor, SVM

7AMB13PL032

Czech

Sedlák Petr, doc. Ing., Ph.D. - principal person responsible
Majzner Jiří, Ing., Ph.D. - fellow researcher
Sedláková Vlasta, doc. Ing., Ph.D. - fellow researcher
Šikula Josef, prof. Ing. RNDr., DrSc. - fellow researcher
Vondra Marek, Ing. - fellow researcher

Department of Physics
- responsible department (1.1.2013 - not assigned)
Department of Physics
- beneficiary (1.1.2013 - not assigned)

KUBERSKÝ, P.; SEDLÁK, P.; HAMÁČEK, A.; NEŠPŮREK, S.; KUPAROWITZ, T.; ŠIKULA, J.; MAJZNER, J.; SEDLÁKOVÁ, V.; GRMELA, L.; SYROVÝ, T. Quantitative fluctuation-enhanced sensing in amperometric NO2 sensors. Chemical Physics, 2015, vol. 456, no. 1, p. 111-117. ISSN: 0301-0104.
Detail

VONDRA, M.; CSÉFALVAY, G.; SEDLÁK, P. A FPGA-PC Based Acoustic Emission System with Logarithmic Preamplifier for Fracture Monitoring. Key Engineering Materials (print), 2014, vol. 592-593, no. 1, p. 541-544. ISSN: 1013-9826.
Detail

VONDRA, M.; SEDLÁK, P.; ŠIKULA, J.; SEDLÁKOVÁ, V.; MAJZNER, J.; SMULKO, J.; HASSE, L. A FPGA-Based Measurement System with QCM. In A FPGA-Based Measurement System with QCM. Žilina: EDIS - Publishing Institution of the University of Zilina, 2013. p. 13-15. ISBN: 978-80-554-0807-1.
Detail

VONDRA, M.; CSÉFALVAY, G.; SEDLÁK, P. A FPGA-PC Based Acoustic Emission System with Logarithmic Preamplifier for Fracture Monitoring. 1. 2013. p. 218-218. ISBN: 9788021447394.
Detail

Responsibility: Sedlák Petr, doc. Ing., Ph.D.