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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 578
Design & Development of Cashew Nut Scooping Machine
Mohd Shamshad Alam
P. G. Student
Department of Mechanical Engineering
CBS group of Institutions, Jhajjar, MDU, Haryana
----------------------------------------------------------------------***-------------------------------------------------------------------------
Abstract - The Main Purpose of Design & Development of
Cashew Scooping Machine is to reduce the manual work
and eliminate health hazards, help the cashew industries
gain more profit out by cashew processing. The impact
force is use to scoop the cashew nut automatically from
shell. This machine reduces the time, makes the process
easier and safer. It helps in eliminating the health hazards
in manual scooping done mostly by woman in cashew
industries & rural areas.
Objective
Use in small scale industries.
Reduce the manual works.
Increase the production rate.
Reduce the processing time & cost.
Safer system.
Eliminate health hazards.
Easy to operate.
INTRODUCTION
Cashew is one of the most popular nuts among dry fruits
obtained from an exotic tree class. The commercial
cultivation of cashew is taken up mainly in eight states
in India namely Andhra Pradesh, Goa, Kerala, Karnataka,
Orissa, Maharashtra, Gujarat and Tamil Nadu. The
current production in India accounts for 20 per cent of
global production. Cashew nut is formed outside the
fleshy fruit known as cashews. At the time of maturity,
the cashew apple along with seed falls down on the
ground. These are collected and processed to get cashew
nut. The cashew apple being fleshy and sweet in taste is
used to prepare a fermented fruit drink known as Feni.
Kerala is the leading state in processing of cashew. More
than two third of cashew processing units are in Kerala,
whereas remaining are scattered in the other states.
These units together have processing capacity of more
than 8 lakh tons per annum. The seeds are separated
from cashew apple and dried in the sun for 4-5 days. The
dried raw cashew seeds are processed to get cashew nut
for marketing.
In India, processing of cashew is manual and
highly labor-intensive process. The cashew industry is
highly unorganized and scattered. Women constitute
almost 90 per cent of labor force in cashew industry.
Mechanization in cashew processing is picking up
slowly. The challenge of designing and actualizing the
successful fabrication of a motorized cashew nut
scooping machine should be accepted by engineers and
investors as a result of the discovery of a dearth of
mechanized system of cashew nut scooping in most
cashew nut processing industries in many countries,
especially in Nigeria. Therefore, this project is
important because it will proffer solution to the
drudgery associated with manual cashew nut scooping.
The main objective of this work is to design and develop
a motorized automatic cashew nut scooping machine and
evaluate it for optimum performance.
Scooping is the removal of kernel from shell and
has an objective of producing clean, whole kernels free of
cracks, as whole kernels have a better market value than
broken kernels. The manual scooping process involves
placing the unscoop nuts in hand and removing with a
needle type screw driver or needle. An average scooper
can open ten nuts per minute which amounts to 6 nuts or
about 1.8 kg of kernels per hour. Experienced shellers
can produce only with a quality of 55 per cent whole
kernels. The manual traditional method of scooping
cashew nut using needle is a labour intensive, slow and
tedious process. It also has some health implications due
to the corrosive action of CNSL on human skin. Recently,
scooping is done by manually, each shaped in the
contour of half a nut had a daily production of about 15
kg of kernels and a scooping of 80 per cent and whole
kernel yield of 55 per cent.
The challenge of designing and actualizing the successful
fabrication of a motorized cashew nut scooping machine
should be accepted by engineers and investors as a
result of the discovery of a dearth of mechanized system
of cashewnut processing in most cashew nut processing
industries in many countries, especially in India.
Therefore, this project is important because it will
proffer solution to the drudgery associated with manual
cashew nut scooping. The main objective of this work is
to design and developed a motorized cashew nut
scooping machine and evaluate it for optimum
performance.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 579
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 580
DESIGN, DEVELOPMENT, DATA ACQUISTION AND
ANALYSIS
B. Problem Statement
The process of cashew nut scooping is done manually. The
manual traditional method of scooping cashew nut using
needle is a labour intensive, slow and tedious process. It
also has some health implications due to the corrosive
action of CNSL on human skin. The heat radiated and the
sap which flows from the shell when it is broken causes
many health problems to women.
Mostly scooping is done by manually, each shaped in the
contour of half a nut had a daily production of about 15
kg of kernels and a scooping of 70 per cent and whole
kernel yield of 50 per cent.
So tackle these problems the automatic cashew
nut scooping machine is designed and fabricated.
Fig. 1: Automatic Scooping Machine ( CAD Model )
APPROACH AND METHODOLOGY
Fieldwork for the study was conducted in four cashew
processing companies namely, A One Kaju India ( Ajmer
), Shri Shyam food Products ( Surat ), Sanskriti Agrotech
Services Pvt Ltd ( Sirsa ). Fieldwork entailed collecting
data from different categories of respondents using a
variety of methods
To understand the issues from the cashew workers’
perspective a primary survey was conducted using a
structured questionnaire
To understand the issues from the cashew workers’
perspective a primary survey was conducted using a
structured questionnaire
To obtain a holistic understanding of the cashew
processing industry, indepth interviews using semi-
structured guidelines were also conducted with owners
of cashew processing units, cashew traders, exporters,
trade union representatives and officials in the Labour
Department and Cashew Workers’ Welfare Fund Board.
The interviews covered questions on major problems
faced by the cashew industry in processing, marketing,
industrial relations, export and procuring of raw nuts.
Their views and suggestions on issues related to the
welfare of the workers were also elicited.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 581
A. Mechanism
Materials and methods
The machine designed is motorized. During operation, it
removes cashew nuts from shell by impact when the
nuts are hurled toward a fixed wall by an impeller which
is driven by the electric motor.
Working Principle. The orientation of the cashew nuts
in relation to the impeller prior to impact could not be
fixed due to the tumbling action of the nuts through the
feed hopper. Cashew nut fall on impeller freely from
hopper. Impact force is applied on the cashew nut
impeller fingers and then it strikes on the wall of the
housing due to impact action cashew is cooped from
shell. Through lower hopper is out from the machine.
Feed hopper design. The major parameter governing
the size and configuration of the feed hopper is the
throughput capacity of the machine. The hopper must be
able to accommodate enough nuts to achieve the
required throughput capacity and efficiency of operation.
The feed angle of the hopper is configured to enable free
flow of the nuts and ensure the system is self-cleaning.
The stability of the sheller in operation has also been
taken into consideration in sizing the hopper such that
the weight of fed nuts in the hopper does not affect the
balance of the impeller in operation. The feed hopper
was made of steel and was designed to be detachable to
enable utilization of different hopper size and also for
convenience in moving and storing the sheller.
Fig. 2: Feed Hoper
Casing design. The functional requirements of the
casing are primarily to house the internal components of
the scooper, the scooping impeller, the drive motor, and
to ensure easy passage for the nuts to be scooped and
exit of the scooped kernels.
Impeller Plate design. Impeller are design in 3 different
way. 1 impeller consist of 8 fingers, 2. Impeller consist of
4 figures and 3. Impeller consist of 2 fingers as show in
figure. Impeller is mount on top of motor and unscooped
cashew are free fall on the rotating impeller. Due to the
impact by impeller fingers on cashew it strike on the wall
of housing.
Fig3. Impeller with 8 fingers
Fig4. Impeller with 4 fingers
Fig5. Impeller with 2 fingers
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 582
TESTING AND PERFORMANCE EVALUATION
The scooper was tested and its performance was
evaluated by the scooping efficiency,
whole kernel recovery and throughput. The results of the
test are presented in Table 1, 2 & 3. The feeding
efficiency was found to be dependent on the feeding rate
(nuts/minute) which in turn determined the throughput
of the scooper. When the hopper was filled, with the nuts
falling through under gravity gave impressive results.
Some nuts, however, got stuck at the throat of the
hopper.
Manual feeding at a rate of 2 kg to 2.5 kg nuts per minute
produced
an overall throughput capacity upto 150 kg of nuts per
hour.
The scooping efficiency was evaluated by:
The whole kernel recovery was evaluated by:
The throughput was evaluated by:
( )
ON PERFORMING EXPERIMENT FOLLOWING RESULT
OBTAINED
1. Table show the output at 2800 rpm
Serial No. Scooped % Broken %
2 97 98
4 97 96
8 96 95
2. Table show the output at 1400 rpm
Serial No. Scooped % Broken %
2 95 70
4 95 85
8 96 90
3. Table show the output at 900 rpm
Serial No. Scooped % Broken %
2 92 20
4 94 24
8 95 30
From above result we conclude that with 2 finger disc we
get more optimum result in almost every case
When we perform the experiment using A.C. drive, we
get following result.
Advantages
Less man power
Low cost
Maintenance is easy
More profit
Reduce the health hazards
CONCLUSION
The scooping efficiency was evaluated on the basis of the
number of completely scooped nuts per batch of 50 nuts.
Results indicated that out of every 50 nuts an average of
48 nuts were completely scooped, thus giving a scooping
efficiency of 95 per cent; this is higher than 60 per cent
obtained by manual scooping. The whole kernel
recovery, evaluated on the basis of the number of kernels
recovered unbroken out of every batch of 50 nuts
scooped, indicated that a mean number of 38 nuts out of
every 50 nuts were recovered whole. The whole kernel
recovery was 70 -75 per cent. The scooping efficiency of
84
86
88
90
92
94
96
98
0 500 1000 1500 2000 2500 3000
SCOOPED%
RPM
SCOOPED VS RPM OUTPUT
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 583
the cashew nut scooping machine has a higher scooping
efficiency than that obtained from the manual scooping
which was 15 kg/h. The whole kernel recovery was
higher than 60 per cent obtained by manual scooping.
The throughput (150 kg/h) is much higher than 15 kg of
nuts/day (that is, 1.875 kg/h) achievable by manual
scooping of nuts using a needle or needle type screw
driver
COMPARISION
S
No.
Parameters Automatic
cashew nut
scooping
machine
Manual
hand
operated
cutting
machine
1 Production
rate
150 Kg/hr 15 Kg/hr
2 Labour cost - Rs.120
3 Charges
apply
in current
supply cost
Rs.10/day -
Table : Cost Estimation
References
1. Ajav EA, The design and testing of a low-cost
cashew-nut cracker for peasant farmers,
Tropical Agriculture, 73, 1996,180-186.
2. Atiku AA, Aviara NA, Hague MA, Performance
evaluation of a Bambara groundnut sheller,
Agricultural Engineering International: The
CIGR Ejournal, Manuscript PM,4(2), 2004.
3. Jain RK, Kumar S, Development of a cashew nut
sheller, Journal of Food Engineering, 32, 1997,
339-345.
4. Lalitha Saroja Thota, Dr. Allam Appa Rao,
Intelligent Model to Classify Cashew Kernel,
International Journal of Engineering and
Innovative Technology (IJEIT), 2(6), 2012.
5. http://shodhganga.inflibnet.ac.in
6. http://initechnologies.com/demo/cepc/uploads
/userfiles/Kernels_Special%20Characteristics.p
df
7. https://www.ibef.org/exports/cashew-
industry-india.aspx
8. https://www.actahort.org/books/1080/1080_1
0.htm
9. http://cashewindia.org, cashew.icar.gov.in
10. https://www.ibef.org/exports/cashew-
industry-india.aspx
11. http://cashewindia.org/statistics
12. http://initechnologies.com/demo/cepc/uploads
/userfiles/Kernels_Special%20Characteristics.p
df
13. Aliyu, O.M. and J.A. Awopetu, 2007. Multivariate
analysis of cashew (Anacardium occidentale L.)
14. germplasm in Nigeria. Silvae Genetica, 56: 170-
179.
15. Chen, C., D.M. Xie, Y.H. Xiong and H.L. Zhang,
2014. Optimization of turbine cold-end system
based on BP neural network and genetic
algorithm. Frontiers Energy, 8: 459-463. DOI:
10.1007/s11708-014-0335-5

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  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 578 Design & Development of Cashew Nut Scooping Machine Mohd Shamshad Alam P. G. Student Department of Mechanical Engineering CBS group of Institutions, Jhajjar, MDU, Haryana ----------------------------------------------------------------------***------------------------------------------------------------------------- Abstract - The Main Purpose of Design & Development of Cashew Scooping Machine is to reduce the manual work and eliminate health hazards, help the cashew industries gain more profit out by cashew processing. The impact force is use to scoop the cashew nut automatically from shell. This machine reduces the time, makes the process easier and safer. It helps in eliminating the health hazards in manual scooping done mostly by woman in cashew industries & rural areas. Objective Use in small scale industries. Reduce the manual works. Increase the production rate. Reduce the processing time & cost. Safer system. Eliminate health hazards. Easy to operate. INTRODUCTION Cashew is one of the most popular nuts among dry fruits obtained from an exotic tree class. The commercial cultivation of cashew is taken up mainly in eight states in India namely Andhra Pradesh, Goa, Kerala, Karnataka, Orissa, Maharashtra, Gujarat and Tamil Nadu. The current production in India accounts for 20 per cent of global production. Cashew nut is formed outside the fleshy fruit known as cashews. At the time of maturity, the cashew apple along with seed falls down on the ground. These are collected and processed to get cashew nut. The cashew apple being fleshy and sweet in taste is used to prepare a fermented fruit drink known as Feni. Kerala is the leading state in processing of cashew. More than two third of cashew processing units are in Kerala, whereas remaining are scattered in the other states. These units together have processing capacity of more than 8 lakh tons per annum. The seeds are separated from cashew apple and dried in the sun for 4-5 days. The dried raw cashew seeds are processed to get cashew nut for marketing. In India, processing of cashew is manual and highly labor-intensive process. The cashew industry is highly unorganized and scattered. Women constitute almost 90 per cent of labor force in cashew industry. Mechanization in cashew processing is picking up slowly. The challenge of designing and actualizing the successful fabrication of a motorized cashew nut scooping machine should be accepted by engineers and investors as a result of the discovery of a dearth of mechanized system of cashew nut scooping in most cashew nut processing industries in many countries, especially in Nigeria. Therefore, this project is important because it will proffer solution to the drudgery associated with manual cashew nut scooping. The main objective of this work is to design and develop a motorized automatic cashew nut scooping machine and evaluate it for optimum performance. Scooping is the removal of kernel from shell and has an objective of producing clean, whole kernels free of cracks, as whole kernels have a better market value than broken kernels. The manual scooping process involves placing the unscoop nuts in hand and removing with a needle type screw driver or needle. An average scooper can open ten nuts per minute which amounts to 6 nuts or about 1.8 kg of kernels per hour. Experienced shellers can produce only with a quality of 55 per cent whole kernels. The manual traditional method of scooping cashew nut using needle is a labour intensive, slow and tedious process. It also has some health implications due to the corrosive action of CNSL on human skin. Recently, scooping is done by manually, each shaped in the contour of half a nut had a daily production of about 15 kg of kernels and a scooping of 80 per cent and whole kernel yield of 55 per cent. The challenge of designing and actualizing the successful fabrication of a motorized cashew nut scooping machine should be accepted by engineers and investors as a result of the discovery of a dearth of mechanized system of cashewnut processing in most cashew nut processing industries in many countries, especially in India. Therefore, this project is important because it will proffer solution to the drudgery associated with manual cashew nut scooping. The main objective of this work is to design and developed a motorized cashew nut scooping machine and evaluate it for optimum performance.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 579
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 580 DESIGN, DEVELOPMENT, DATA ACQUISTION AND ANALYSIS B. Problem Statement The process of cashew nut scooping is done manually. The manual traditional method of scooping cashew nut using needle is a labour intensive, slow and tedious process. It also has some health implications due to the corrosive action of CNSL on human skin. The heat radiated and the sap which flows from the shell when it is broken causes many health problems to women. Mostly scooping is done by manually, each shaped in the contour of half a nut had a daily production of about 15 kg of kernels and a scooping of 70 per cent and whole kernel yield of 50 per cent. So tackle these problems the automatic cashew nut scooping machine is designed and fabricated. Fig. 1: Automatic Scooping Machine ( CAD Model ) APPROACH AND METHODOLOGY Fieldwork for the study was conducted in four cashew processing companies namely, A One Kaju India ( Ajmer ), Shri Shyam food Products ( Surat ), Sanskriti Agrotech Services Pvt Ltd ( Sirsa ). Fieldwork entailed collecting data from different categories of respondents using a variety of methods To understand the issues from the cashew workers’ perspective a primary survey was conducted using a structured questionnaire To understand the issues from the cashew workers’ perspective a primary survey was conducted using a structured questionnaire To obtain a holistic understanding of the cashew processing industry, indepth interviews using semi- structured guidelines were also conducted with owners of cashew processing units, cashew traders, exporters, trade union representatives and officials in the Labour Department and Cashew Workers’ Welfare Fund Board. The interviews covered questions on major problems faced by the cashew industry in processing, marketing, industrial relations, export and procuring of raw nuts. Their views and suggestions on issues related to the welfare of the workers were also elicited.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 581 A. Mechanism Materials and methods The machine designed is motorized. During operation, it removes cashew nuts from shell by impact when the nuts are hurled toward a fixed wall by an impeller which is driven by the electric motor. Working Principle. The orientation of the cashew nuts in relation to the impeller prior to impact could not be fixed due to the tumbling action of the nuts through the feed hopper. Cashew nut fall on impeller freely from hopper. Impact force is applied on the cashew nut impeller fingers and then it strikes on the wall of the housing due to impact action cashew is cooped from shell. Through lower hopper is out from the machine. Feed hopper design. The major parameter governing the size and configuration of the feed hopper is the throughput capacity of the machine. The hopper must be able to accommodate enough nuts to achieve the required throughput capacity and efficiency of operation. The feed angle of the hopper is configured to enable free flow of the nuts and ensure the system is self-cleaning. The stability of the sheller in operation has also been taken into consideration in sizing the hopper such that the weight of fed nuts in the hopper does not affect the balance of the impeller in operation. The feed hopper was made of steel and was designed to be detachable to enable utilization of different hopper size and also for convenience in moving and storing the sheller. Fig. 2: Feed Hoper Casing design. The functional requirements of the casing are primarily to house the internal components of the scooper, the scooping impeller, the drive motor, and to ensure easy passage for the nuts to be scooped and exit of the scooped kernels. Impeller Plate design. Impeller are design in 3 different way. 1 impeller consist of 8 fingers, 2. Impeller consist of 4 figures and 3. Impeller consist of 2 fingers as show in figure. Impeller is mount on top of motor and unscooped cashew are free fall on the rotating impeller. Due to the impact by impeller fingers on cashew it strike on the wall of housing. Fig3. Impeller with 8 fingers Fig4. Impeller with 4 fingers Fig5. Impeller with 2 fingers
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 582 TESTING AND PERFORMANCE EVALUATION The scooper was tested and its performance was evaluated by the scooping efficiency, whole kernel recovery and throughput. The results of the test are presented in Table 1, 2 & 3. The feeding efficiency was found to be dependent on the feeding rate (nuts/minute) which in turn determined the throughput of the scooper. When the hopper was filled, with the nuts falling through under gravity gave impressive results. Some nuts, however, got stuck at the throat of the hopper. Manual feeding at a rate of 2 kg to 2.5 kg nuts per minute produced an overall throughput capacity upto 150 kg of nuts per hour. The scooping efficiency was evaluated by: The whole kernel recovery was evaluated by: The throughput was evaluated by: ( ) ON PERFORMING EXPERIMENT FOLLOWING RESULT OBTAINED 1. Table show the output at 2800 rpm Serial No. Scooped % Broken % 2 97 98 4 97 96 8 96 95 2. Table show the output at 1400 rpm Serial No. Scooped % Broken % 2 95 70 4 95 85 8 96 90 3. Table show the output at 900 rpm Serial No. Scooped % Broken % 2 92 20 4 94 24 8 95 30 From above result we conclude that with 2 finger disc we get more optimum result in almost every case When we perform the experiment using A.C. drive, we get following result. Advantages Less man power Low cost Maintenance is easy More profit Reduce the health hazards CONCLUSION The scooping efficiency was evaluated on the basis of the number of completely scooped nuts per batch of 50 nuts. Results indicated that out of every 50 nuts an average of 48 nuts were completely scooped, thus giving a scooping efficiency of 95 per cent; this is higher than 60 per cent obtained by manual scooping. The whole kernel recovery, evaluated on the basis of the number of kernels recovered unbroken out of every batch of 50 nuts scooped, indicated that a mean number of 38 nuts out of every 50 nuts were recovered whole. The whole kernel recovery was 70 -75 per cent. The scooping efficiency of 84 86 88 90 92 94 96 98 0 500 1000 1500 2000 2500 3000 SCOOPED% RPM SCOOPED VS RPM OUTPUT
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 583 the cashew nut scooping machine has a higher scooping efficiency than that obtained from the manual scooping which was 15 kg/h. The whole kernel recovery was higher than 60 per cent obtained by manual scooping. The throughput (150 kg/h) is much higher than 15 kg of nuts/day (that is, 1.875 kg/h) achievable by manual scooping of nuts using a needle or needle type screw driver COMPARISION S No. Parameters Automatic cashew nut scooping machine Manual hand operated cutting machine 1 Production rate 150 Kg/hr 15 Kg/hr 2 Labour cost - Rs.120 3 Charges apply in current supply cost Rs.10/day - Table : Cost Estimation References 1. Ajav EA, The design and testing of a low-cost cashew-nut cracker for peasant farmers, Tropical Agriculture, 73, 1996,180-186. 2. Atiku AA, Aviara NA, Hague MA, Performance evaluation of a Bambara groundnut sheller, Agricultural Engineering International: The CIGR Ejournal, Manuscript PM,4(2), 2004. 3. Jain RK, Kumar S, Development of a cashew nut sheller, Journal of Food Engineering, 32, 1997, 339-345. 4. Lalitha Saroja Thota, Dr. Allam Appa Rao, Intelligent Model to Classify Cashew Kernel, International Journal of Engineering and Innovative Technology (IJEIT), 2(6), 2012. 5. http://shodhganga.inflibnet.ac.in 6. http://initechnologies.com/demo/cepc/uploads /userfiles/Kernels_Special%20Characteristics.p df 7. https://www.ibef.org/exports/cashew- industry-india.aspx 8. https://www.actahort.org/books/1080/1080_1 0.htm 9. http://cashewindia.org, cashew.icar.gov.in 10. https://www.ibef.org/exports/cashew- industry-india.aspx 11. http://cashewindia.org/statistics 12. http://initechnologies.com/demo/cepc/uploads /userfiles/Kernels_Special%20Characteristics.p df 13. Aliyu, O.M. and J.A. Awopetu, 2007. Multivariate analysis of cashew (Anacardium occidentale L.) 14. germplasm in Nigeria. Silvae Genetica, 56: 170- 179. 15. Chen, C., D.M. Xie, Y.H. Xiong and H.L. Zhang, 2014. Optimization of turbine cold-end system based on BP neural network and genetic algorithm. Frontiers Energy, 8: 459-463. DOI: 10.1007/s11708-014-0335-5