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Modelling and Simulation in Engineering
Volume 2012, Article ID 381239, 8 pages
Research Article

Simulation and Modeling Application in Agricultural Mechanization

Department of Agriculture Science, Faculty of Agriculture and Biotechnology, Sultan Zainal Abidin University, 21300 Terengganu, Malaysia

Received 10 April 2012; Accepted 20 August 2012

Academic Editor: Bauke Vries

Copyright © 2012 R. M. Hudzari et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.


This experiment was conducted to determine the equations relating the Hue digital values of the fruits surface of the oil palm with maturity stage of the fruit in plantation. The FFB images were zoomed and captured using Nikon digital camera, and the calculation of Hue was determined using the highest frequency of the value for R, G, and B color components from histogram analysis software. New procedure in monitoring the image pixel value for oil palm fruit color surface in real-time growth maturity was developed. The estimation of day harvesting prediction was calculated based on developed model of relationships for Hue values with mesocarp oil content. The simulation model is regressed and predicts the day of harvesting or a number of days before harvest of FFB. The result from experimenting on mesocarp oil content can be used for real-time oil content determination of MPOB color meter. The graph to determine the day of harvesting the FFB was presented in this research. The oil was found to start developing in mesocarp fruit at 65 days before fruit at ripe maturity stage of 75% oil to dry mesocarp.