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Review

Online techniques for performance and condition monitoring of hydrocyclone: present status and the future

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References

  • Aldrich, C., F. D. L. Uahengo, and M. Kistner. 2015. “Estimation of Particle Size in Hydrocyclone Underflow Streams by use of Multivariate Image Analysis.” Minerals Engineering 70:14–19. doi:10.1016/j.mineng.2014.08.018.
  • Banerjee, C., R. K. Dubey, and A. K. Majumder. 2017. “Phenomenological Study on Fine Particle Misplacement Behavior in Hydrocyclone.” Transactions of the Indian Institute of Metals 70 (2):313–22. doi:10.1007/s12666-016-0993-6.
  • Bennett, M. A., and R. A. Williams. 2004. “Monitoring the Operation of an Oil/Water Separator Using Impedance Tomography.” Minerals Engineering 17 (5):605–14. doi:10.1016/j.mineng.2004.01.021.
  • Bharati, M. H., MacGregor, and J. F. MacGregor. 1998. “Multivariate Image Analysis for Real-Time Process Monitoring and Control.” Industrial & Engineering Chemistry Research 37 (12):4715–24. doi:10.1021/ie980334l.
  • Błażej, R., L. Jurdziak, and W. Kawalec. 2016. “Condition Monitoring of Conveyor Belts as a Tool for Proper Selection of Their Replacement Time.” In Advances in Condition Monitoring of Machinery in Non-Stationary Operations. CMMNO 2014. Applied Condition Monitoring. ed. F. Chaari, R. Zimroz, W. Bartelmus, and M. Haddar. Vol. 4. 483–94. Cham: Springer. doi: 10.1007/978-3-319-20463-5_37.
  • Brennan, M. S., M. Narasimha, and P. N. Holtham. 2007. “Multiphase Modelling of Hydrocyclones – Prediction of Cut-Size.” Minerals Engineering 20 (4):395–406. doi:10.1016/j.mineng.2006.10.010.
  • Burt, M. P., and P. R. Thomas. 2002. “Analysis of the Hydrocyclone Stock Cleaning Process for Wasted Fibre in a Paper Mill.” Journal of Cleaner Production 10 (6):573–79. doi:10.1016/S0959-6526(01)00055-5.
  • Castro, O., F. Concha, J. Montero, J. Miranda, J. Castro, and D. Urizer. 1996. “Air core Modelling for an Industrial Hydrocyclone.” In Hydrocyclones 96. ed. Claxton,and Svarovsky, 229–40. London: Mechanical Engineering Publications Limited.
  • Chaplin, G., and T. Pugsley. 2005. “Application of Electrical Capacitance Tomography to the Fluidized Bed Drying of Pharmaceutical Granule.” Chemical Engineering Science 60 (24):7022–33. doi:10.1016/j.ces.2005.06.029.
  • Chen, Y., Y. Han, W. Yang, and K. Li. 2019. “A New Iterative Algorithm Based on Correction of Sensitivity Matrix for Electrical Resistance Tomography.” Mathematical Problems in Engineering 2019:15. Article ID 6384132. doi:10.1155/2019/6384132.
  • Das, A., and J. D. Miller. 1996. “Swirl flow Characteristics and Froth Phase Features in air-Sparged Hydrocyclone Flotation as Revealed by X-Ray CT Analysis.” International Journal of Mineral Processing 47 (3–4):251–74. doi:10.1016/0301-7516(96)00007-5.
  • Davailles, A., E. Climent, F. Bourgeois, and A. K. Majumder. 2012. Analysis of Swirling Flow in Hydrocyclones Operating Under Dense Regime. Minerals Engineering 31:32–41. doi:10.1016/j.mineng.2012.01.012.
  • Dorantes, J. J. S., M. D. Prieto, J. A. O. Redondo, R. A. O. Rios, and R. J. R. Troncoso. 2016. “Multiple-Fault Detection Methodology Based on Vibration and Current Analysis Applied to Bearings in Induction Motors and Gearboxes on the Kinematic Chain.” Shock and Vibration 2016:1–16. doi:10.1155/2016/5467643.
  • Dubey, R. K., E. Climent, C. Banerjee, and A. K. Majumder. 2016. “Performance Monitoring of a Hydrocyclone Based on Underflow Discharge Angle.” International Journal of Mineral Processing 154:41–52. doi:10.1016/j.minpro.2016.07.002.
  • Dubey, R. K., G. Singh, and A. K. Majumder. 2017. “Roping: Is it an Optimum Dewatering Performance Condition in a Hydrocyclone?” Powder Technology 321:218–31. doi:10.1016/j.powtec.2017.08.018.
  • Duchesne, C. 2010. “Multivariate Image Analysis in Mineral Processing.” In Advanced Control and Supervision of Mineral Processing Plants. Advances in Industrial Control, edited by S. D. In and Del Villar R, 85–142. London: Springer. doi:10.1007/978-1-84996-106-6_3.
  • Dyakowski, T., L. F. Jeanmeure, and A. J. Jaworski. 2000. “Applications of Electrical Tomography for Gas–Solids and Liquid–Solids Flows—A Review.” Powder Technology 112 (3):174–92. doi:10.1016/S0032-5910(00)00292-8.
  • Emami, S., L. G. Tabil, R. T. Tyler, and W. J. Crerar. 2007. “Starch–Protein Separation from Chickpea Flour Using a Hydrocyclone.” Journal of Food Engineering 82 (4):460–65. doi:10.1016/j.jfoodeng.2007.03.002.
  • Fan, P. P., H. T. Peng, and M. Q. Fan. 2016. “Using a Permanent Magnetic Field to Manipulate the Separation Effect of a Dense Medium Cyclone.” Separation Science and Technology 51 (11):1913–23. doi:10.1080/01496395.2016.1178291.
  • Flintoff, B., L. Plitt, and A. Turak. 1987. “Cyclone Modelling: A Review of Present Technology.” CIM Bulletin 80:39–50.
  • Folkestad, T., and K. S. Mylvaganam. 1990. “Acoustic Measurements Detect sand in North Sea flow lines.” Oil & Gas Journal 27 (8):33–39.
  • Galvin, K. P., and J. B. Smitham. 1994. “Use of X-Rays to Determine the Distribution of Particles in an Operating Cyclone.” Minerals Engineering 7 (10):1269–80. doi:10.1016/0892-6875(94)90117-1.
  • Grangeat, P., ed. 2009. Tomography. 111 River Street, Hoboken, NJ 07030, USA: John Wiley & Sons.
  • Gutierrez, J. A., T. Dyakowski, M. S. Beck, and R. A. Williams. 2000. “Using Electrical Impedance Tomography for Controlling Hydrocyclone Underflow Discharge.” Powder Technology 108 (2–3):180–84. doi:10.1016/S0032-5910(99)00218-1.
  • Hassan, A. R., and M. A. Khalid. 2018. “Diagnosis of Pulley-Belt System Faults Using Vibration Analysis Technique.” Journal of University of Babylon, Engineering Sciences 26 (2):167–80.
  • Heiskanen, K. 2000. Experimental Hydrocyclone Roping Models. Chemical Engineering Journal 80 (1–3):289–93. doi:10.1016/S1383-5866(00)00104-0.
  • Hou, R., A. Hunt, and R. A. Williams. 1998. “Acoustic Monitoring of Hydrocyclone Performance.” Minerals Engineering 11 (11):1047–59. doi:10.1016/S0892-6875(98)00092-2.
  • Hou, R., A. Hunt, and R. A. Williams. 1999. “Acoustic Monitoring of Pipeline Flows: Particulate slUrries.” Powder Technology 106 (1–2):30–36. doi:10.1016/S0032-5910(99)00051-0.
  • Hou, R., A. Hunt, and R. A. Williams. 2002. Acoustic Monitoring of Hydrocyclones. Powder Technology 124 (3):176–87. doi:10.1016/S0032-5910(02)00025-6.
  • Hoyle, B. S., and L. A. Xu. 1995. “Ultrasonic sensors,” 119–49. Oxford, UK: Butterworth-Heinemann.
  • Hsieh, K. T., and K. Rajamani. 1988. “Phenomenological Model of the Hydrocyclone: Model Development and Verification for single-Phase Flow.” International Journal of Mineral Processing 22 (1–4):1–4. doi:10.1016/0301-7516(88)90065-8.
  • Huang, C., R. Sun, H. Lu, Q. Yang, J. Hu, H. Wang, and H. Liu. 2017. “A Pilot Trial for Fast Deep Desulfurization on MOF-199 by Simultaneous Adsorption-Separation via Hydrocyclones.” Separation and Purification Technology 182:110–117. doi:10.1016/j.seppur.2017.03.046.
  • Hulbert, D. G. 1993. Measurement Method and Apparatus for Hydrocyclones. Randburg, South Africa: Randburg. ( Pat EP0522215A2)
  • Krishna Venkat, R. Sripriya, V. Kumar, S. Chakraborty, B. C. Meikap, and V. Krishna. 2010. “Identification and Prediction of Air Core Diameter in a Hydrocyclone by a Novel Online Sensor Based on Digital Signal Processing Technique.” Chemical Engineering and Processing 49 (2):165–76. doi:10.1016/j.cep.2010.01.003.
  • Li, S., R. Li, Z. Wang, D. Xu, Y. Yan, Y. Xu, J. Li, and X. Chen. 2018. Fluid-Structure Interaction Vibration Response Analysis of the Hydrocyclone under Periodic Excitation. EEE Access 7:146273–81. doi:10.1109/ACCESS.2019.2945837.
  • Li, J. P., X. J. Yang, L. Ma, Q. Yang, Y. H. Zhang, Z. S. Bai, X. C. Fang, L. Q. Li, Y. Gao, and H. L. Wang. 2016. “The Enhancement on the Waste Management of Spent Hydrotreating Catalysts for Residue Oil by a hydrothermal–hydrocyclone Process.” Catalysis Today 271: 163–171. doi:10.1016/j.cattod.2015.08.037.
  • Ma, X., P. Zhang, X. Man, and L. Ou. 2020. “A New Belt Ore Image Segmentation Method Based on the Convolutional Neural Network and the Image-Processing Technology.“ Minerals.10(12):1115–30. Minerals 2020. 10.3390/min10121115.
  • Mazumdar, A., R. K. Dubey, C. Banerjee, K. Sengupta, and A. K. Majumder. 2014. “A Study on the Characteristics of Spray angle Formation in a 2 inch Hydrocyclone Using Water Only.” International Journal of Mineral Processing 126:141–45. doi:10.1016/j.minpro.2013.11.002.
  • Meng, S., L. Shi, L. Zhihong, and L. Jing. 2008. “Application of Electrical Capacitance Tomography to the Concentration Measurement in a Cyclone Dipleg.” Chinese Journal of Chemical Engineering 16 (4):635–39. doi:10.1016/S1004-9541(08)60133-0.
  • Miller, J. D., C. L. Lin, and A. B. Cortes. 1990. “A Review of X-Ray Computed Tomography and Its Applications in Mineral Processing.” Mineral Processing and Extractive Metallurgy Review 7 (1):1–18. doi:10.1080/08827509008952663.
  • Mognon, J. L., J. M. Da Silva, I. C. Bicalho, C. H. Ataide, and C. R. Duarte. 2015. “Modular Mini-Hydrocyclone Desilter Type of 30 mm: An Experimental and Optimization Study.” Journal of Petroleum Science and Engineering 129: 145–152. doi:10.1016/j.petrol.2015.02.037.
  • Nageswararao, K., 1978. “Further Developments in the Modelling and Scale up of Industrial Hydrocyclones”, Ph.D. Thesis, University of Queensland, South Africa
  • Nageswararao, K., D. M. Wiseman, and T. J. Munn-Napier. 2004. “Two Empirical Models Revisited.” Minerals Engineering 17 (5):671–87. doi:10.1016/j.mineng.2004.01.017.
  • Napier-Munn, T.J . 1991. “Modelling and Simulation of Dense Medium Separation Processes-A progress Report.” Minerals Engineering 4 (3–4):329–46. doi:10.1016/0892-6875(91)90139-M.
  • Narasimha, M., R. Sripriya, and P. K. Banerjee. 2005. “CFD Modelling of Hydrocyclone—Prediction of Cut Size.” International Journal of Mineral Processing 75 (1–2):53–68. doi:10.1016/j.minpro.2004.04.008.
  • Nayak, D. K., D. P. Das, and S. K. Behera. 2020. “Monitoring the Fill Level of a Ball Mill using Vibration Sensing and Artificial Neural Network.” Neural Comput & Applic 32:1501–11. doi:10.1007/s00521-019-04555-5.
  • Nayak, D. K., D. P. Das, S. Prasad, S. K. Behera, and J. K. Sadangi. 2020. “Prevention of Hydrocyclone Choking Through Detection of Sub‑Hz Frequency Shift of Vibration Signal.” Journal of Vibration Engineering & Technologies 8:517–28. doi:10.1007/s42417-019-00107-2.
  • Neesse, T., J. Dueck, H. Schwemmer, and M. Farghaly. 2015. “Using a High Pressure Hydrocyclone for Solids Classification in the Submicron Range.” Minerals Engineering 71:85–88. doi:10.1016/j.mineng.2014.10.017.
  • Neesse, T., M. Schneider, V. Golyk, and H. Tiefel. 2004. “Measuring the Operating State of the Hydrocyclone.” Minerals Engineering 17 (5):697–703. doi:10.1016/j.mineng.2004.01.015.
  • Ni, L., J. Tian, T. Song, Y. Jong, and J. Zhao. 2019. “Optimizing Geometric Parameters in Hydrocyclones for Enhanced Separations: A Review and Perspective.” Separation & Purification Reviews 48 (1):30–51. doi:10.1080/15422119.2017.1421558.
  • Niu, G., Z. H. Jia, and J. Wang. 2004. “Void fraction Measurement in Oil-Gas Transportation Pipeline using and Improved Electrical Capacitance Tomography System.” Chinese Journal of Chemical Engineering 12 (4):476–81. doi:10.1016/j.cherd.2014.11.013.
  • Nowakowski, A. F., J. C. Cullivan, R. A. Williams, and T. Dyakowski. 2004. “Application of CFD to Modelling of the Flow in Hydrocyclones. Is this a Realizable Option or Still a Research Challenge?” Minerals Engineering 17 (5):661–69. Doi:10.1016/j.mineng.2004.01.018.
  • Ostrowski, K. L., S. P. Luke, M. A. Bennett, and R. A. Williams. 2000. “Application of Capacitance Electrical Tomography for on-Line and Off-Line Analysis of Flow Pattern in Horizontal Pipeline of Pneumatic Conveyer.” Chemical Engineering Journal 77 (1–2):41–50. doi:10.1016/S1385-8947(99)00140-0.
  • Pi, Z., Z. Zhou, X. Li, and S. Wang. 2021. “Digital Image Processing Method for Characterization of Fractures, Fragments, and Particles of Soil/Rock-Like Materials.” Mathematics 2021 9:815–27. doi:10.3390/math9080815.
  • Plitt, L. R. 1976. “Mathematical Model of the Hydrocyclone Classifier.” CIM Bulletin 69 (776):114–23.
  • Plitt, L. R., B. C. Flintoff, and T. J. Stuffco. 1987. “Roping in Hydrocyclones.” In Proceedings of the 3rd International Conference on Hydrocyclones, Paper A, Paper A3, ed. P. Wood, 21–34. Elsevier, Amsterdam: Oxford, BHRA.
  • Pong, T.-C., R. M. Haralick, J. R. Craig, R.-H. Yoon, and W.-Z. Choi. 1983. “The Application of Image Analysis Techniques to Mineral Processing.” Pattern Recognition Letters 2 (2):117–23. doi:10.1016/0167-8655(83)90047-8.
  • Rakesh, A., T. S. R. Vakamalla, K. Reddy, and M. Narsimha. 2014. “Air-Core Size Measurement of Operating Hydrocyclone by Electrical Resistance Tomography.” Chemical Engineering & Technology 37 (5):795–805. doi:10.1002/ceat.201300672.
  • Rantanen, J., and J. Khinast. 2015. “The Future of Pharmaceutical Manufacturing Sciences.” Journal of Pharmaceutical Sciences 104 (11):3612–38. doi:10.1002/jps.24594.
  • Rao, T. C., M. Vanangamudi, and S. A. Sufiyan. 1986. “Modelling of Dense-Medium Cyclones Treating Coal.” International Journal of Mineral Processing 17 (3–4):287–301. doi:10.1016/0301-7516(86)90062-1.
  • Rastogi, K., J. N. Sahu, B. C. Meikap, and M. N. Biswas. 2008. “Removal of Methylene Blue from Wastewater using Fly ash as an Adsorbent by Hydrocyclone.” Journal of Hazardous Materials 158 (2–3):531–40. doi:10.1016/j.jhazmat.2008.01.105.
  • Romero-Güiza, M. S., M. Peces, S. Astals, J. Benavent, J. Valls, and J. Mata-Alvarez. 2014. “Implementation of a Prototypal optical Sorter as Core of the New pre-Treatment Configuration of a Mechanical-Biological Treatment Plant Treating OFMSW through Anaerobic Digestion.” Applied Energy 135:63–70. doi:10.1016/j.apenergy.2014.08.077.
  • Santos, S., K. Jones, R. Abdul, J. Boswell, and J. Paca. 2007. “Treatment of Wet Process Hardboard Plant VOC Emissions by a Pilot Scale Biological System.” Biochemical Engineering Journal 37 (3):261–70. doi:10.1016/j.bej.2007.05.005.
  • Schlaberg, H. I., F. J. Podd, and B. S. Hoyle. 2000. “Ultrasound Process Tomography System for Hydrocyclones.” Ultrasonics 38 (1–8):813–16. doi:10.1016/S0041-624X(99)00189-4.
  • Son, J. H., M. Hong, H. C. Yoo, Y. I. Kim, H. D. Kim, and J. T. Kim. 2016. “A Multihydrocyclone Water Pretreatment System to Reduce Suspended Solids and the Chemical Oxygen Demand.” Desalination and Water Treatment 57 (7):2996–3001. doi:10.1080/19443994.2014.987827.
  • Spencer, S. J., J. J. Campbell, V. Sharp, K. J. Davey, P. L. Phillips, D. G. Barker, and R. J. Holmes, 2005. “Multiple Sensor Surface Vibrations Analysis for Monitoring Tumbling Mill Performance”. In Intelligence in a Small Materials World. Selected papers from The Fourth Int. Conf. on Intelligent Processing and Manufacturing of Materials (IPMM-2003) Sendai, Japan. Sendai, Japan. Ed. J. A. Meech, Y. Kawazoe, V. Kumar and J.F. Maguire. DEStech Publications, 359-376.
  • Van Vuuren, M. J., C. Aldrich, and L. Auret. 2011. “Detecting Changes in the Operational States of Hydrocyclones.” Minerals Engineering 24 (14):1532–44. doi:10.1016/j.mineng.2011.08.002.
  • Van Vuuren, J., C. Aldrich, C. Bezuidenhoudt, and C. De Jager, 2010. “On-line monitoring of Hydrocyclones by use of Image Analysis”. In Proceedings of the 13th Symposium on Automation in Mining, Mineral and Metal Processing, Stellenbosch, South Africa, 87–91.
  • Viljoen, T. 1993. “Recent Developments in Instrumentation.” SAIMM School: Process Simulation, Control and Optimization 1993, Randburg, South Africa: The South African Institute of Mining and Metallurgy, 18–20.
  • Vlok, P. J., J. L. Coetzee, D. Banjevic, A. K. S. Jardine, and V. Makis. 2002. “Optimal Component Replacement Decisions using Vibration Monitoring and the Proportional-Hazards Model.” Journal of the Operational Research Society 53 (2):193–202. doi:10.1057/palgrave.jors.2601261.
  • Wang, Q. Liu, C. Wang, L. Dong, D. Dai, L. Shen, and G. Wang. 2020. “Study of Blockage Diagnosis for Hydrocyclone Using Vibration-Based Technique Based on Wavelet Denoising and Discrete-Time Fourier Transform Method.” Processes 8 (4):440. doi:10.3390/pr8040440.
  • Warsito, W., and L. S. Fan. 2001. “Measurement of Real-Time Flow Structures in Gas-Liquid and Gas-Liquid-Solid Flow Systems using Electrical Capacitance Tomography (ECT).” Chemical Engineering Science 56:6455–62. doi:10.1016/S0009-2509(01)00234-2.
  • West, R. M., X. Jia, and R. A. Williams. 2000. “Parametric Modelling in Industrial Process Tomography.” Chemical Engineering Journal 77 (1–2):31–36. doi:10.1016/S1385-8947(99)00137-0.
  • Williams, R. A., and M. S. Beck. 1995b. “Process tomography: Principles, Techniques, and Applications.” Oxford: Butterworth-Heinemann.
  • Williams, R. A., F. J. Dickin, J. A. Gutierrez, T. Dyakowski, and M. S. Beck. 1997. “Using Electrical Impedance Tomography for Controlling Hydrocyclone Underflow Discharge.” Control Engineering Practice 5 (2):253–56. doi:10.1016/S0967-0661(97)00233-5.
  • Williams, R. A., T. Dyakowski, C. G. Xie, S. P. Luke, P. J. Gregory, R. B. Edwards, F. J. Dickin, and L. F. Gate. 1995c. “Industrial Measurement and Control of Particulate Processes using Electrical Tomography.” Process Tomography–95 Implementation for Industrial Processes, 95: 3–15.
  • Williams, R. A., O. M. Ilyas, T. Dyakowski, F. J. Dickin, J. A. Gutierrez, M. Wang, M. S. Beck, C. Shah, and A. Rushton. 1995a. “Air Core Imaging in Cyclonic Separators: Implications for Separator Design and Modelling.” The Chemical Engineering Journal 56:135–41. doi:10.1016/0923-0467(94)02908-3.
  • Williams, R. A., X. Jia, R. M. West, M. Wang, J. C. Cullivan, J. Bond, I. Faulks, T. Dyakowski, S. J. Wang, N. Climpson, et al. 1999. “Industrial Monitoring of Hydrocyclone Operation Using Electrical Resistance Tomography.” Minerals Engineering 12 (10):1245–52. doi:10.1016/S0892-6875(99)00109-0.
  • Wills, B. A. 2016. Mineral Processing Technology, 203–17. 8th ed. Oxford, UK: Elsevier Ltd.
  • Xu, Y. X., Y. Liu, Y. H. Zhang, X. J. Yang, and H. L. Wang. 2016. “Effect of Shear Stress on Deoiling of Oil-Contaminated Catalysts in a Hydrocyclone.” Chemical Engineering Technology 39:567–75. doi:10.1002/ceat.201500378.
  • Yang, W. Q., and L. Peng. 2003. “Image Reconstruction Algorithms for Electrical Capacitance Tomography.” Measurement Science and Technology 14 (1):1–13. doi:10.1088/0957-0233/14/1/201.
  • Yang, W. Q., D. M. Spink, T. A. York, and H. McCann. 1999. “An Image-Reconstruction Algorithm based on Landweber’s Iteration Method for Electrical-Capacitance Tomography.” Measurement Science and Technology 10 (11):1065–69. doi:10.1088/0957-0233/10/11/315.
  • Yurdem, H., V. Demir, and A. Degirmencioglu. 2010. “Development of a Mathematical Model to Predict Clean Water Head Losses in Hydrocyclone Filters in Drip Irrigation Systems using Dimensional Analysis.” Biosystems Engineering 105 (4):495–506. doi:10.1016/j.biosystemseng.2010.02.001.
  • Zhang, Z., Y. J, L. Ding, and Y. Zhao. 2012. “An Improved Estimation of Coal Particle Mass using Image Analysis.” Journal of Powder Technology 229:178–84. doi:10.1016/j.powtec.2012.06.027.
  • Zimroz, R., J. Obuchowski, and A. Wyłomańska. 2016. “Vibration Analysis of Copper Ore Crushers Used in Mineral Processing Plant—Problem of Bearings Damage Detection in Presence of Heavy Impulsive Noise.” F. Chaari, R. Zimroz, W. Bartelmus, and M. Haddared. Advances in Condition Monitoring of Machinery in Non-Stationary Operations. CMMNO 2014. Applied Condition Monitoring. Vol. 4. 57–70. Springer: Cham. doi: 10.1007/978-3-319-20463-5_5

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