ABSTRACT
Mathematical models for predicting the performance of
cocoyam chipping machine were developed by dimensional analysis using the
concept of Buckingham's Pi theorem. The models were developed through selection
of various chipping parameters and operating conditions affecting cocoyam
chipping process. Two cocoyam varieties: NXs 001(ede ocha) and NXs 002 (ede
uhie) were used for the study and their physical properties were determined and
compared. Measured properties include: moisture •content, size (length, width
and thickness), geometric mean diameter, sphericity, weight, surface area, bulk
density, true density, porosity and angle of repose. Results obtained showed
that the cocoyam variety NXs 001 has higher average moisture content of 57.8 1%
while the variety NXs 002 has the average value of 46.97%. The average length,
width and thickness of the varieties NXs 001 and NXs 002 were (10.06cm, 4.74cm,
4.16cm) and (9.97cm, 3.66cm, 3.09cm) respectively. The variety NXs 001 has
higher average values in geometric mean diameter 3.80cm, sphericity 0.80, mass
127.66g, surface area 45.37cm2and porosity 52.4%, than the NXs 002 with values
in geometric mean diameter 2.90cm, sphericity 0.79, mass 81 .22g, surface area
26.42cm2. and porosity 50.96%. A comparative evaluation of the two varieties of
cocoyam for the above properties revealed that only the differences in the
means of length, sphericity, weight and true density were not statistically
significant at the 5% level, while the differences in the means of the other
properties were all found to be statistically significant at 5% level. The
average values of the data obtained from the two varieties of cocoyam were used
for the study. The models developed include: Chipping efficiency, throughput
capacity, power requirement, chip damage and loss models. The developed models
were optimized by a minimization technique. Computer simulation visual basic
program at three factor interactions of the process variables was used to
select combinations of optimum crop and machine variables such as cutting
velocity, chipping slot size and feed rate that will yield minimum chip loss
for cocoyam chipper. The results obtained from the simulation revealed that
minimum chip loss was obtained at 0.0018m2chipping slot area, 0.056kg/s feed
rate and 4.9lmls cutting velocity. The optimum parameters obtained were
approximately 0.05kg/s throughput capacity, 0.17kg total chip loss, 961 .40Watt
power requirement, 0.01 kg/s damage rate and 80% chipping efficiency. These
optimum values were used to design and develop the cocoyam chipping machine.
The results of the machine performance test showed that the highest output
capacities and efficiencies of 196.12kg/hr and 85.18% were obtained
respectively at the speed of 375rpm. Results of the performance evaluation of
the cocoyam chipper obtained were subjected to further statistical analysis
using a 3x5 factorial experiment in Randomized complete Block Design (RCBD).
The results of the analysis show that cutting velocity within the range of 3.6
— 4.9lmls had highly significant effect at P0.0 ion the throughput capacity,
power requirement and total chip loss, but had significant effect only at P0.05
on the chipping efficiency of the cocoyam chipper. The result also show that
the chipping slot area within the range of 0.0014 — 0.0018m2, had highly
significant effect at P 0.0lon throughput capacity, chipping efficiency and
total chip loss, but had no significant effect at P0.05 on the power
requirement of the cocoyam chipper. The developed models were verified and
validated with established experimental data from the developed cocoyam chipper.
All the models developed were found to conelate and fit well with experimental
data with Rsquare values greater than 0.90 at 0.05 level of significance.
IKEJIOFOR, C (2021). Modeling And Optimization Of Performance Parameters For The Chipping Process Of A Cocoyam Chipping Machine. Repository.mouau.edu.ng: Retrieved Nov 28, 2024, from https://repository.mouau.edu.ng/work/view/modeling-and-optimization-of-performance-parameters-for-the-chipping-process-of-a-cocoyam-chipping-machine-7-2
CHIDI, IKEJIOFOR. "Modeling And Optimization Of Performance Parameters For The Chipping Process Of A Cocoyam Chipping Machine" Repository.mouau.edu.ng. Repository.mouau.edu.ng, 06 Oct. 2021, https://repository.mouau.edu.ng/work/view/modeling-and-optimization-of-performance-parameters-for-the-chipping-process-of-a-cocoyam-chipping-machine-7-2. Accessed 28 Nov. 2024.
CHIDI, IKEJIOFOR. "Modeling And Optimization Of Performance Parameters For The Chipping Process Of A Cocoyam Chipping Machine". Repository.mouau.edu.ng, Repository.mouau.edu.ng, 06 Oct. 2021. Web. 28 Nov. 2024. < https://repository.mouau.edu.ng/work/view/modeling-and-optimization-of-performance-parameters-for-the-chipping-process-of-a-cocoyam-chipping-machine-7-2 >.
CHIDI, IKEJIOFOR. "Modeling And Optimization Of Performance Parameters For The Chipping Process Of A Cocoyam Chipping Machine" Repository.mouau.edu.ng (2021). Accessed 28 Nov. 2024. https://repository.mouau.edu.ng/work/view/modeling-and-optimization-of-performance-parameters-for-the-chipping-process-of-a-cocoyam-chipping-machine-7-2