Prediction Of Sugar Yield From Sugar Cane Using Process Modeling

ABSTRACT
A study was undertaken to developed a model that will be used to predict sugar and the
by-products from sugar cane. The model developed from MATLAB was used to predict
the sugar, bagasse, filter cake and molasses yield from sugar cane. The predicted values
from the model were compared to yield data obtained from the production of sugar cane
from the Savannah Sugar Company, Numan, Nigeria for 90 days. The analysis of
variance (ANOVA) at p ≤ 0.01 was used to determine if there were significant difference
in the yield predicted by the model and the measured factory yield. The F-LSD at p ≤
0.01 was used to separate the means. The model is validated where there was no
significant difference between its predicted yield and the factory-obtained yield. The
sugar cane input of 2,150.52 MT was obtained from the Savannah Sugar factory. The
corresponding imbibitions water pumped into the mixed juice was 673.12 MT. The
predicted sugar, bagasse, molasses and filter cake yield using the MATLAB model was
279.5MT (13%), 1,049.46MT(48%), 111.828MT(5.2%) and 101.1MT(4.7%)
respectively. The ANOVA showed that there was no significant difference between the
MATLAB model and the factory-based model. It is concluded that the ANOVA validated
MATLAB model for sugar yield prediction. Consequently, this model is recommended
for use in predicting sugar and by-products yields from sugar cane. Statistical analysis
using the F-LSD showed that the model satisfied such an invariant confidence in the
model, and provided support for its validity.
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APA

, I & BARDEY, A (2021). Prediction Of Sugar Yield From Sugar Cane Using Process Modeling. Afribary. Retrieved from https://track.afribary.com/works/prediction-of-sugar-yield-from-sugar-cane-using-process-modeling

MLA 8th

, ISTIFANUS and AKILA BARDEY "Prediction Of Sugar Yield From Sugar Cane Using Process Modeling" Afribary. Afribary, 02 May. 2021, https://track.afribary.com/works/prediction-of-sugar-yield-from-sugar-cane-using-process-modeling. Accessed 27 Nov. 2024.

MLA7

, ISTIFANUS, AKILA BARDEY . "Prediction Of Sugar Yield From Sugar Cane Using Process Modeling". Afribary, Afribary, 02 May. 2021. Web. 27 Nov. 2024. < https://track.afribary.com/works/prediction-of-sugar-yield-from-sugar-cane-using-process-modeling >.

Chicago

, ISTIFANUS and BARDEY, AKILA . "Prediction Of Sugar Yield From Sugar Cane Using Process Modeling" Afribary (2021). Accessed November 27, 2024. https://track.afribary.com/works/prediction-of-sugar-yield-from-sugar-cane-using-process-modeling