naa a22 4500 510766161 CHVBK 20180411083157.0 cr unu---uuuuu 180411e20131001xx s 000 0 eng 10.1007/s11630-013-0651-9 doi (NATIONALLICENCE)springer-10.1007/s11630-013-0651-9 Development of a concentration measurement technique for steady state solid-liquid mixing using a neural network [Elektronische Daten] [Deog Doh, Joo Yum, Gyeong Cho, Myung Kim, Gyong Ryu, Masahiro Takei] A measurement technique that can measure the concentration of the solid particles in liquid flow was developed. The measurement system consists of a color camera and three LCD displays. The solid particles were put at the bottom of a cylindrical mixing tank in which JetA1 oil was filled. Transient mixing of the solid particles was performed by rotating a propeller type agitator with three different rotation speed (500, 600, 700 r/min). Mixing state was visualized by the LCD displays and a color camcorder. The color intensity of the glass particles changes with their concentration. The color information was decoded into three principle colors R, G, and B so that, the calibration curve of color-to-concentration was performed using these information. A neural network was used for this calibration. The transient concentration field of the solid particles was quantitatively visualized. Science Press, Institute of Engineering Thermophysics, CAS and Springer-Verlag Berlin Heidelberg, 2013 Solid particles nationallicence JetA1 oil nationallicence Transient mixing nationallicence Neural Network nationallicence Concentration nationallicence Doh Deog Division of Mechanical and Energy Systems Engineering, Korea Maritime University, Yeongdo-gu, Busan, Korea aut Yum Joo Graduate School, Korea Maritime University, Yeongdo-gu, Busan, Korea aut Cho Gyeong Division of Mechanical and Energy Systems Engineering, Korea Maritime University, Yeongdo-gu, Busan, Korea aut Kim Myung R&D Institute-5, Agency for Defense Development, Jochiwongil 462, 305-152, Yuseong, Daejeon, Korea aut Ryu Gyong R&D Institute-5, Agency for Defense Development, Jochiwongil 462, 305-152, Yuseong, Daejeon, Korea aut Takei Masahiro Graduate School of Mechanical Engineering Artificial Science Division, Chiba University, Chiba, Japan aut Journal of Thermal Science Springer Berlin Heidelberg 22/5(2013-10-01), 478-483 1003-2169 22:5<478 2013 22 11630 https://doi.org/10.1007/s11630-013-0651-9 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11630-013-0651-9 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Doh Deog Division of Mechanical and Energy Systems Engineering, Korea Maritime University, Yeongdo-gu, Busan, Korea aut NATIONALLICENCE 700 1- Yum Joo Graduate School, Korea Maritime University, Yeongdo-gu, Busan, Korea aut NATIONALLICENCE 700 1- Cho Gyeong Division of Mechanical and Energy Systems Engineering, Korea Maritime University, Yeongdo-gu, Busan, Korea aut NATIONALLICENCE 700 1- Kim Myung R&D Institute-5, Agency for Defense Development, Jochiwongil 462, 305-152, Yuseong, Daejeon, Korea aut NATIONALLICENCE 700 1- Ryu Gyong R&D Institute-5, Agency for Defense Development, Jochiwongil 462, 305-152, Yuseong, Daejeon, Korea aut NATIONALLICENCE 700 1- Takei Masahiro Graduate School of Mechanical Engineering Artificial Science Division, Chiba University, Chiba, Japan aut NATIONALLICENCE 773 0- Journal of Thermal Science Springer Berlin Heidelberg 22/5(2013-10-01), 478-483 1003-2169 22:5<478 2013 22 11630 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer