Plant Watering Management System using Fuzzy Logic Approach in Oil Palm Nursery
Keywords:
Fuzzification, Fuzzy System, Oil Palm Nursery, Watering Management,Abstract
Plant watering is an important part of a nursery production. In oil palm plantation, the nursery is the basis to produce healthy seedlings. In nurseries, several plants of different stages of their growth are raised. Therefore, timely and right amount supply of water is essential. Thus, a proper arrangement should be made to meet the water requirement of a nursery. Nursery supervisor may face difficulties to acquire the exact amount of water requirement needed by plants due to factors like rainfall and watering time. The decision to determine the amount of required water is crucial to avoid excessive or inadequate water supply, which gives bad effects to the plant’s growth. Therefore, Water Management System based on fuzzy approach is introduced to help nursery supervisor to manage the watering system in the nursery appropriately. External factors of rainfall and watering time are used to determine sufficient amount of water based on fuzzy logic approach. Nursery supervisor can view watering simulation, which shows the watering status of each plant bed in the nursery. This system emphasizes its benefit to assist nursery supervisor to manage and monitor a watering task for a better nursery management.References
M. J., English, K. H., Solomon, & G. J. Hoffman, “A paradigm shift in irrigation management,” Journal of irrigation and drainage engineering, 128(5), 2002, pp. 267-277.
Heriansyah and CC., Tan. “Nursery practices for production of superior oil palm planting materials,” The Planter. Incorporated Society of Planters, Kuala Lumpur 81 (948), 2005, pp. 159-171.
W., Van Leekwijck, & E. E Kerre, “Defuzzification: criteria and classification,” Fuzzy sets and systems, 108(2), 1999, pp. 159-178.
S. Paramananthan, “Soil requirements and land evaluation for oil palms for high yields,” Proc.ACT 2008: Agronomic principles & practices of oil palm cultivation, , Sarawak. 2008, pp. 29-56.
W., Verheye, Growth and Production of Oil Palm. In: Verheye, W. (ed.), Land Use, Land Cover and Soil Sciences. Encyclopedia of Life Support Systems (EOLSS), 2010UNESCO-EOLSS Publishers, Oxford, UK. http://www.eolss.net
M. Sharma, “Sustainability in the Cultivation of Oil Palm –Issues & Prospects for the Industry,” Journal of Oil Palm &The Environment 2013, 4, pp. 47-68.
E., Mutert, S.E. Alfredo, A.O. Santos, and E.O. Cervantes. “The oil palm nursery: foundation for high production,” Better Crops International 13, no. 1, 1999, pp. 39.
H., Singh, & N. Sharma, International Journal of Engineering Sciences & Research Technology A Review of Fuzzy Based Expert System in Agriculture. (2014)
D., S. Selvathi, G. Salivahanan, K. R. Indumathi, Vijay Kumar, and S. Thamaraiselvi. “Fuzzy logic based intelligent control for irrigation system,” IETE Technical review 20, no. 3, 2003, pp. 199-203.
P., Patil, & B. L. Desai, “Intelligent Irrigation Control System by Employing Wireless Sensor Networks,” International Journal of Computer Applications, 79(11), 2013
Nithya, R., and R. Srinivasan. “Maximization of Crop Yield Based on Water Management using Artificial Neural Network” 2015.
C. C., Lee, “Fuzzy logic in control systems: fuzzy logic controller,” IEEE Transactions on systems, man, and cybernetics, 20(2), 1990, pp. 404-418.
Y., Bai, & D. Wang, “Fundamentals of fuzzy logic control—fuzzy sets, fuzzy rules and defuzzifications,” In Advanced Fuzzy Logic Technologies in Industrial Applications 2006 (pp. 17-36). Springer London.
H. J. Zimmermann, “Fuzzy set theory,” Wiley Interdisciplinary Reviews: Computational Statistics, 2(3), 2010, pp. 317-332.
A., Amini, & N. Nikraz, “Proposing Two Defuzzification Methods based on Output Fuzzy Set Weights,” International Journal of Intelligent Systems and Applications, 8(2), 2016, pp. 1.
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