Clustering of pressure fluctuation data using self-organizing map

Communications in Computer and Information Science

Volumn 43 CCIS, Issue , 2009, Pages 45-54

  Ogihara, Masaaki ^a   Matsumoto, Hideyuki ^a   Marumo, Tamaki ^a   Kuroda, Chiaki ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Clustering; Pressure Fluctuation Data; Self Organizing Map

Indexed keywords

CLUSTERING; LIQUID-LIQUID FLOW; OPERATING CONDITION; PREDICTIVE PERFORMANCE; PRESSURE FLUCTUATION; PRESSURE FLUCTUATION DATA; STATIC PRESSURE; TIME-SERIES DATA;

CONFORMAL MAPPING; LIQUIDS; MICROCHANNELS; ORGANIC SOLVENTS;

NEURAL NETWORKS;

EID: 78049388798     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-03969-0_5     Document Type: Conference Paper

References (10)

1. Stankiewicz, A.I., Moulijn, A.: Process Intensification: Transforming Chemical Engineering. Chem. Eng. Progress. 96, 22-34 (2000)
2. Hessel, V., Hardt, S., Lowe, H.: Chemical Micro Process Engineering. Wiley-VCH, Weinheim (2004)
3. Zhao, Y., Chen, G., Yuan, Q.: Liquid-Liquid Two-Phase Flow Patterns in a Rectangular Microchannel. AIChE J. 52, 4052-4060 (2006)
4. Maruyama, T., Matsushita, H., Uchida, J., Kubota, F., Goto, M.: Liquid Membrane Operations in a Microfluidic Device for Selective Separation of Metal Ions. Anal. Chem. 76, 4495-4500 (2004)
5. Hibara, A., Nonaka, M., Hisamoto, H., Uchiyama, K., Kikutani, Y., Tokeshi, M., Kitamori, T.: Stabilization of Liquid Interface and Control of Two-Phase Confluence and Seaparation in Glass Microchips by Utilizing Octadecylsilane Modification of Microchannels. Anal. Chem. 74, 1724-1728 (2002)
6. Aota, A., Hibara, A., Kitamori, T.: Pressure Balance at the Liquid-Liquid Interface of Micro Countercurrent Flows in Microchips. Anal. Chem. 79, 3919-3924 (2007)
7. Kohl, M.J., Abdel-Khalik, S.I., Jetter, S.M., Sadowski, D.L.: An Experimental Investigation of Microchannel Flow with Internal Pressure Measurements. Int. J. Heat Mass Transfer 48, 1518-1533 (2005)
8. Kohonen, T.: Self-Organizing Maps (the Japanese language edition). Springer, Tokyo (2001)
9. Matsumoto, H., Masumoto, R., Kuroda, C.: Feature Extraction of Time-Series Process Images in an Aerated Agitation Vessel using Self Organizing Map. Neurocomputing (in press)
10. Marumo, T., Matsumoto, H., Kuroda, C.: Measurement of Pressure Fluctuation in Liquid-Liquid Two-Phase Flow in a Microchannel and Analysis of Stabilization of Liquid Interface. In: Proceeding of the 39th Autumn Meeting of the SCEJ(Japanese). S119 (2007)