A binder additional process in urea granule fertilizer by using adaptive fuzzy logic control
NORHIDAYAH Mohamad, NOR AZLINA Ab Aziz, NOR HIDAYATI Abdul Aziz
download PDFAbstract. This paper presents the effect of binder feed rate addition towards ammonia gas released during urea granulation process. The binder feed rate as manipulated variable with few other constant parameters such as pressure and temperature of fluidized bed granulator. These parameters, binder flow rate and NH3 emission were used to indicate the function ability of the designated fuzzy logic. The performance index of this study is then defined with percentage error from experimental value and actual value. An adaptive Fuzzy Logic Controller (FLC) is proposed to control the system conditions closed to the reference values. As binder flow rate increases the higher is the emission of NH3. The average of error percentage for whole project was 6.91%. The highest and lowest error in percentages are 81.5 and 0 respectively. The result shows that the proposed method can be efficiently implemented in the real-time determination and control of optimal conditions for granulation processes with efficient energy and to minimize the amount of ammonia gas (NH3) release to the environment.
Keywords
Urea Fertilizer, Granulation, Ammonia, Fuzzy Logic, Fluidized Bed
Published online 5/20/2023, 8 pages
Copyright © 2023 by the author(s)
Published under license by Materials Research Forum LLC., Millersville PA, USA
Citation: NORHIDAYAH Mohamad, NOR AZLINA Ab Aziz, NOR HIDAYATI Abdul Aziz, A binder additional process in urea granule fertilizer by using adaptive fuzzy logic control, Materials Research Proceedings, Vol. 29, pp 391-398, 2023
DOI: https://doi.org/10.21741/9781644902516-44
The article was published as article 44 of the book Sustainable Processes and Clean Energy Transition
Content from this work may be used under the terms of the Creative Commons Attribution 3.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
References
[1] Mohamad, N., and Shaaban, A., 2018. Modeling of Spray Angle and Nozzle Size to Gas Release in Processing Urea Fertilizers by Using Fluidized Bed Granulator. (July), pp. 2-3.
[2] Rahmanian, N., Naderi, S., Supuk, E., Abbas, R., and Hassanpour, A., 2015. Urea finishing process: Prilling versus granulation. Procedia Engineering, 102, pp. 174-181. https://doi.org/10.1016/j.proeng.2015.01.122
[3] D. M. Morkhade, ” Comparative impact of different binder addition methods, binders and diluents on resulting granule and tablet attributes via high shear wet granulation,” Powder technology, vol.320, pp. 114-124, 2017. https://doi.org/10.1016/j.powtec.2017.07.038
[4] C. Onwulata, Encapsulated and Powered Foods, CRC Press Taylor & Francis Group, 2005. https://doi.org/10.1201/9781420028300
[5] Patel, T. B., Patel, L. D., Patel, T. B., Makwana, S. H., and Patel, T. R., 2010. Influence Of Process Variables On Physicochemical Properties Of The Granulation Mechanism Of Diclofenac Sodium. 3(1), pp. 61-65.
[6] P. Roy, R. Khanna, D. Subbarao, “Granulation Time in Fluidized Bed Granulators,” Powder Technology, vol.199, issue 1. pp. 95-99, 2010. https://doi.org/10.1016/j.powtec.2009.04.018
[7] W. L. Davies and W. T. Gloor, “Batch Production of Pharmaceutical Granulations in a Fluidized Bed I: Effects of process variables on physical properties of final granulation,” Journal of Pharmaceutical Sciences, vol.60, issue. 12, pp. 1869-1874, 1971. https://doi.org/10.1002/jps.2600601224
[8] F. T. Van der Scheur, P. L. Goedendorp, A. J. Van der Goot and J. J. Olieman, “Fluidized Bed Agglomeration with Polyethylene Glycol Melt Binder: Effects of Bed temperature Droplet Size,” in Proceedings of World Congress of Particle Technology, Kyto, 1998.
[9] P. G. Smith, Applications of Fluidization to Food Processing, John Wiley & Sons, 2008. https://doi.org/10.1002/9780470995426
[10] W. L. Davies and W. T. Gloor, “Batch Production of Pharmaceutical Granulations in a Fluidized Bed II: Effects of Various Binders and their Concentrations on Granulations and Compressed Tablets,” Journal of Pharmaceutical Sciences, vol.61, issue. 4, pp. 618-622, 1972. https://doi.org/10.1002/jps.2600610428
[11] W. L. Davies and W. T. Gloor, “Batch Production of Pharmaceutical Granulations in a Fluidized Bed III: Binder dilution effects on granulation,” Journal of Pharmaceutical Sciences, vol.62, pp. 170-171, 1973. https://doi.org/10.1002/jps.2600620144
[12] M. Gohel, R. Parikh, L. Baldaniya, B. S. Barot, H. Joshi, P. Parejiya, P. Mistry, A. Popat, T. Patel and R. Parmar, “Fluidized Bed Systems: A Review”, 2007.
[13] M. Norhidayah, A. Shaaban, M. F. Dimin, M. Y. Norazlina, O. Rostam, “Optimization of Biodegradable Urea Production Process to Minimize Ammonia Release through Response Surface Method Experimental Design,” Journal of Advanced research in Applied Sciences and Engineering Technology, vol. 2, no. 1. pp. 9-18, 2016.
[14] J. H. Meessen and H. Petersen, “Urea,” Ullmann’s Encyclopedia of Industrial Chmesitry, vol.5, pp. 333-365, 1996.
[15] J. Eliasson, Y. Eriksson, D. Holmström, F. Nilsson and F. Ojala, Reduction of Continuous Ammonia Emission in a Urea Plant Finishing Section, Lund University, 2009.
[16] R. Jang, C. Sun, E. Mizutani, Neuro-fuzzy and soft computation, Prentice-Hall,1997