SLUG FLOW VELOCITY ESTIMATION DURING PNEUMATIC CONVEYING OF BULK SOLID MATERIALS BASED ON IMAGE PROCESSING TECHNIQUES

Mateusz Miłak

mmilak@iis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science (Poland)
http://orcid.org/0000-0003-1887-2985

Agnieszka Leszczyńska


Lodz University of Technology, Institute of Applied Computer Science (Poland)
http://orcid.org/0000-0002-2475-999X

Krzysztof Grudzień


Lodz University of Technology, Institute of Applied Computer Science (Poland)
http://orcid.org/0000-0003-4472-8100

Andrzej Romanowski


Lodz University of Technology, Institute of Applied Computer Science (Poland)
http://orcid.org/0000-0001-5241-0405

Dominik Sankowski


Lodz University of Technology, Institute of Applied Computer Science (Poland)
http://orcid.org/0000-0003-2223-6690

Abstract

The article presents the use of fast cameras and image processing and analysis methods to determine the velocity of pneumatic transport of bulk material. The presented solution is dedicated to the analysis of dense flow in the form of slugs moving in a horizontal section of the pipeline. The developed image-processing algorithm is based on the estimation of the bulk solid material level in the pipeline in particular moments of the process. The acquisition of an image containing the area of two separate sections of the pipeline allows to determine the shift-time of material between two pre-defined pipeline regions. The obtained results indicate the proper action of the developed system


Keywords:

CCD camera, image processing, pneumatic conveying, flow velocity

Abdalellah O. Mohmmed, Mohammad S. Nasif, Hussain H. Al-Kayiem, Rune W. Time: Measurements of translational slug velocity and slug length using an image processing technique. Flow Measurement and Instrumentation 50/2016, 112–120.
  Google Scholar

Abdolahzare Z., Mehdizadeh S.A.: Nonlinear mathematical modeling of seed spacing uniformity of a pneumatic planter using genetic programming and image processing. Neural Computing and Applications 29/2018, 363–375, [DOI: 10.1007/s00521-016-2450-1].
  Google Scholar

Chaniecki Z., Grudzień K., Jaworski T., Rybak G., Romanowski A., Sankowski D.: Diagnostic system of gravitational solid flow based on weight and accelerometer signal analysis using wireless data transmission technology. Diagnostic of gravitational solid 17(4)/2013, 319–326.
  Google Scholar

Chaniecki Z., Sankowski D.: Monitorowanie i diagnozowanie stanów dynamicznych z użyciem tomografii procesowej. Diagnostyka procesów i systemów, Warszawa 2007, 388–394.
  Google Scholar

Fiderek P., Wajman R., Kucharski J.: Fuzzy clustering based algorithm for determination for the two-phase gas-liquid flows similarity level. Przegląd Elektrotechniczny 90(2)/2014, 52–55.
  Google Scholar

Gao L., Yan Y., Lu G.: Contour-based Image Segmentation for On-line Size distribution Measurement of Pneumatically Conveyed Particles. IEEE International Instrumentation and Measurement Technology Conference, Binjiang 2011, 1–5, [DOI: 10.1109/IMTC.2011.5944318].
  Google Scholar

Grudzien K., Chaniecki Z., Romanowski A., Niedostatkiewicz M., Sankowski D.: ECT Image Analysis Methods for Shear Zone Measurements during Silo Discharging Process. Chinese Journal of Chemical Engineering 20(2)/2012, 337–345, [DOI:10.1016/S1004-9541(12)60396-6].
  Google Scholar

Grudzień K., Chaniecki Z., Rybak G., Niedostatkiewicz M., Matusiak B., Romanowski A.: Multi-measurement system of gravitational flow process in slim large-scale silo. 7th World Congress on Industrial Process Tomography, WCIPT7, Kraków 2013.
  Google Scholar

Grudzień K., Romanowski A., Chaniecki Z., Niedostatkiewicz M., Sankowski D.: Description of the silo flow and bulk solid pulsation detection using ECT. Flow Measurement and Instrumentation 21/2010, 198–206.
  Google Scholar

Grudzien K., Romanowski A., Sankowski D. & R. A. Williams (2007), Gravitational Granular Flow Dynamics Study Based on Tomographic Data Processing. Particulate, Science and Technology 26(1)/2008, 67–82, [DOI: 10.1080/02726350701759373].
  Google Scholar

Honkanen M., Eloranta H., Saarenrinne P.: Digital imaging measurement of dense multiphase flows in industrial processes. Flow Measurement and Instrumentation 21/2010, 25–32.
  Google Scholar

Jaworski A.J., Dyakowski T.: Application of electrical capacitance tomography for measurement of gas-solids flow characteristics in a pneumatic conveying system. Meas. Sci. Technol. 12/2001, 1109–1119.
  Google Scholar

Jaworski A.J., Dyakowski T.: Application of electrical capacitance tomography for measurement of gas-solids flow characteristics in a pneumatic conveying system. Meas. Sci. Technol. 12/2001, 1109–1119.
  Google Scholar

Li J., Webb C., Pandiella S.S., Campbell G.M., Dyakowski T., Cowell A., McGlinchey D.: Solids deposition in low-velocity slug flow pneumatic conveying. Chemical Engineering and Processing 44/2005, 167–173.
  Google Scholar

Mi Bo: Low-velocity pneumatic transportation of bulk solids. Ph.D. thesis, Department of Mechanical Engineering, University of Wollongong, 1994. http://ro.uow.edu.au/theses/83.
  Google Scholar

Miłak M., Chaniecki Z., Sankowski D., Grudzień K., Romanowski A.: Image processing for evaluation of settled layer during pneumatic conveying of granular solids. IIPhDW 2018.
  Google Scholar

Miłak M., Grudzień K., Romanowski A., Sankowski D.: Analysis of Slug Flows in Pneumatic Conveying of Solid based on CCD, IIPhDW 2017.
  Google Scholar

Mosorov V.: Phase spectrum method for time delay estimation using twin-plane electrical capacitance tomography. Electronics letters 42(11)/2006, 0013–5194.
  Google Scholar

Niederreiter G., Strauss M., Sommer K., Herrmann H.: Investigations on the formation and stability of plugs at dense-phase pneumatic conveying. International Congress for Particle Technology Nürnberg, PARTEC, 2004.
  Google Scholar

Pan R., Wypych P.W.: Pressure drop and slug velocity in low-velocity pneumatic conveying of bulk solids. Powder Technology 94/1997, 123–132.
  Google Scholar

Romanowski A., Grudzien K., Chaniecki Z., Wozniak P.: Contextual processing of ECT measurement information towards detection of process emergency states. 13th International Conference on Hybrid Intelligent Systems – HIS 2013, 291–297, [DOI: 10.1109/HIS.2013.6920448].
  Google Scholar

Romanowski A., Grudzień K., Aykroyd R., Williams R.: Advanced Statistical Analysis as a Novel Tool to Pneumatic Conveying Monitoring and Control Strategy Development. Part. Part. Syst. Charact. 23(3-4)/2006, 289–296.
  Google Scholar

Saoud A., Mosorov V., Grudzien K.: Measurement of velocity of gas/solid swirl flow using Electrical Capacitance Tomography and cross correlation technique. Flow Measurement and Instrumentation 53/2017, 133–140, [DOI: 10.1016/j.flowmeasinst.2016.08.003].
  Google Scholar

Soleimani M., Mitchell CN., Banasiak R., Wajman R., Adler A.: Four-dimensional electrical capacitance tomography imaging using experimental data. Progress in Electromagnetics Research 90/2009, 171–180.
  Google Scholar

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Published
2019-03-03

Cited by

Miłak, M., Leszczyńska, A., Grudzień, K., Romanowski, A., & Sankowski, D. (2019). SLUG FLOW VELOCITY ESTIMATION DURING PNEUMATIC CONVEYING OF BULK SOLID MATERIALS BASED ON IMAGE PROCESSING TECHNIQUES. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 9(1), 11–14. https://doi.org/10.5604/01.3001.0013.0881

Authors

Mateusz Miłak 
mmilak@iis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science Poland
http://orcid.org/0000-0003-1887-2985

Authors

Agnieszka Leszczyńska 

Lodz University of Technology, Institute of Applied Computer Science Poland
http://orcid.org/0000-0002-2475-999X

Authors

Krzysztof Grudzień 

Lodz University of Technology, Institute of Applied Computer Science Poland
http://orcid.org/0000-0003-4472-8100

Authors

Andrzej Romanowski 

Lodz University of Technology, Institute of Applied Computer Science Poland
http://orcid.org/0000-0001-5241-0405

Authors

Dominik Sankowski 

Lodz University of Technology, Institute of Applied Computer Science Poland
http://orcid.org/0000-0003-2223-6690

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