“Variable Step Size P&O Algorithms for Coalescing Pump/Deoiling Hydrocyclone Produced Water Treatment System”
Authors: Rune Husveg, Trygve Husveg, Niels van Teeffelen, Morten Ottestad and Michael R. Hansen,Affiliation: Typhonix and University of Agder
Reference: 2020, Vol 41, No 1, pp. 13-27.
Keywords: Produced Water, Coalescence, Centrifugal Pump, Hydrocyclone, P&O Algorithm, Step size
Abstract: This paper presents three variable step size P&O algorithms for optimizing the separation efficiency of a coalescing pump/deoiling hydrocyclone produced water treatment system. By continuously adjusting the pumping pressure, and subsequently the coalescing effect, the algorithms are used to minimize the oil concentration downstream the hydrocyclone. Due to the variable step size, the algorithms react rapidly to changes in the upstream produced water characteristics, at the same time as they reduce (or eliminate) steady-state oscillations. Based on both simulation and experimental testing, the study discusses advantages and disadvantages of the algorithms.
PDF (1157 Kb) DOI: 10.4173/mic.2020.1.2
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[1] Hana D. Dawoud, Haleema Saleem, Nasser Abdullah Alnuaimi and Syed Javaid Zaidi (2021), doi:10.3390/w13243573 |
[1] Almi, M.F., Belmili, H., Arrouf, M., and Bendib, B. (2016). Almi, M, F., Belmili, H., Arrouf, M., and Bendib, B. A Novel Adaptive Variable Step Size P&O MPPT Algorithm. Academic Journal of Science. 06(01):533--–540. .
[2] Ditria, J.C. and Hoyack, M.E. (1994). Ditria, J, C. and Hoyack, M.E. The Separation of Solids and Liquids With Hydrocyclone-Based Technology for Water Treatment and Crude Processing. In Proc. SPE Asia Pacific Oil and Gas Conference. Melbourne, Australia. doi:10.2118/28815-MS
[3] Fakhru'l-Razi, A., Pendashteh, A., Abdullah, L.C., Biak, D. R.A., Madaeni, S.S., and Abidin, Z.Z. (2009). Fakhru'l-Razi, A, , Pendashteh, A., Abdullah, L.C., Biak, D. R.A., Madaeni, S.S., and Abidin, Z.Z. Review of technologies for oil and gas produced water treatment. Journal of Hazardous Materials. 170(2):530--551. doi:10.1016/j.jhazmat.2009.05.044
[4] Flanigan, D.A., Stolhand, J.E., Scribner, M.E., and Shimoda, E. (1988). Flanigan, D, A., Stolhand, J.E., Scribner, M.E., and Shimoda, E. Droplet Size Analysis: A New Tool for Improving Oilfield Separations. In Proc. SPE Annual Technical Conference and Exhibition. Houston, Texas. doi:10.2118/18204-MS
[5] Gupta, A.K. and Saxena, R. (2016). Gupta, A, K. and Saxena, R. Review on widely-used MPPT Techniques for PV Applications. In Proc. International Conference on Innovation and Challenges in Cyber Security. Noida, India. doi:10.1109/ICICCS.2016.7542321
[6] Husveg, R., Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. (2016). Husveg, R, , Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. Performance of a Coalescing Multistage Centrifugal Produced Water Pump with Respect to Water Characteristics and Point of Operation. In Proc. Produced Water Workshop. Aberdeen, United Kingdom, 2016. .
[7] Husveg, R., Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. (2018). Husveg, R, , Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. Improving Separation of Oil and Water With a Novel Coalescing Centrifugal Pump. SPE Production & Operations. 33(04):857--–865. doi:10.2118/188772-PA
[8] Husveg, R., Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. (2019). Husveg, R, , Husveg, T., van Teeffelen, N., Ottestad, M., and Hansen, M.R. Automatic Operation and Control of a Novel Coalescing Centrifugal Pump for Improved Oil/Water Separation. SPE Production & Operations. 34(03):508--–519. doi:10.2118/195591-PA
[9] Judd, S., Qiblawey, H., Al-Marri, M., Clarkin, C., Watson, S., Ahmed, A., and Bach, S. (2014). Judd, S, , Qiblawey, H., Al-Marri, M., Clarkin, C., Watson, S., Ahmed, A., and Bach, S. The size and performance of offshore produced water oil-removal technologies for reinjection. Separation and Purification Technology. 134:241--246. doi:10.1016/j.seppur.2014.07.037
[10] Peng, B.R., Chen, J.H., Liu, Y.H., and Chiu, Y.H. (2015). Peng, B, R., Chen, J.H., Liu, Y.H., and Chiu, Y.H. Comparison between Three Different Types of Variable Step-Size P&O MPPT Technique. In Proc. of the International Conference on Computer Information Systems and Industrial Applications. 2015. doi:10.2991/cisia-15.2015.261
[11] Ram, J.P., Babu, T.S., and Rajasekar, N. (2017). Ram, J, P., Babu, T.S., and Rajasekar, N. A comprehensive review on solar PV maximum power point tracking techniques. Renewable and Sustainable Energy Reviews. 67:826--847. doi:10.1016/j.rser.2016.09.076
[12] Sachan, A., Gupta, A.K., and Samuel, P. (2017). Sachan, A, , Gupta, A.K., and Samuel, P. A Review of MPPT Algorithms Employed in Wind Energy Conversion Systems. Journal of Green Engineering. 6(4):385--402. doi:10.13052/jge1904-4720.643
[13] van Teeffelen, N. (2015). van Teeffelen, N, Development of a New Separation Friendly Centrifugal Pump. Presented at TEKNA Produced Water Management, Stavanger, Norway, 2015. .
[14] Thew, M.T. (2000). Thew, M, T. Cyclones for oil/water separation. In Encyclopedia of Separation Science, pages 1480--1490. Academic Press. .
[15] Walsh, J.M. (2015). Walsh, J, M. Produced-Water-Treating Systems: Comparison of North Sea and Deepwater Gulf of Mexico. Oil and Gas Facilities. 4(2):73--86. doi:10.2118/159713-PA
[16] vander Zande, M.J., van Heuven, K.R., Muntinga, J.H., and vanden Broek, W. M. G.T. (1999). vander Zande, M, J., van Heuven, K.R., Muntinga, J.H., and vanden Broek, W. M. G.T. Effect of Flow Through a Choke Valve on Emulsion Stability. In Proc. SPE Annual Technical Conference and Exhibition. Houston, Texas. doi:10.2118/56640-MS
BibTeX:
@article{MIC-2020-1-2,
title={{Variable Step Size P&O Algorithms for Coalescing Pump/Deoiling Hydrocyclone Produced Water Treatment System}},
author={Husveg, Rune and Husveg, Trygve and van Teeffelen, Niels and Ottestad, Morten and Hansen, Michael R.},
journal={Modeling, Identification and Control},
volume={41},
number={1},
pages={13--27},
year={2020},
doi={10.4173/mic.2020.1.2},
publisher={Norwegian Society of Automatic Control}
};