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International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 –
6480(Print), ISSN 0976 – 6499(Online) Volume 4, Issue 2, March – April (2013), © IAEME
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STUDY OF LOOP FORMATION PROCESS ON 1X1 V-BED RIB
KNITTING MACHINE: THE FACTORS AFFECTING LOOP LENGTH
AND VALIDATION OF MODEL
1SRINIVASULU K,
2MONICA SIKKA,
1J HAYAVADANA
1Department of Textile Technology,Osmania university, Hyderabad, India,500007.
2Department of Textile Technology, National Institute of Technology, Jalandhar, India,
144011
ABSTRACT
A study of loop formation process on 1x1 V-bed flat knitting machine is initiated with
experiments designed by considering three knitting process variables: Yarn input tension,
Cam setting and Take down load. The interaction between these factors and their effect on
loop length and the percentage of contribution of variables on Final loop length is
determined. It was observed from the results that the contribution of cam setting on loop
length is more than the take down load which have a marginal effect only.
The proposed model is validated both experimentally and statistically. The unroved
loop length, the theoretical loop length were linearly related with an average of 5% error at
95% significance level.
Key words: Yarn input tension, cam setting, Takedown load, Unroved loop length,
Theoretical loop length.
1. INTRODUCTION
For the last twenty years by far the most important development in knitting
has been the extraordinary rise in popularity of double jersey cloth, particularly for ladies’
outwear and even more recently in outer wear garments for men. For instance, the
amount of double jersey(Rib) fabric produced today is at least three times than that
of ten years ago.
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Properties of the knitted fabrics are mainly governed by two parameters (i.e. length of
loop and shape of the loop), the shape of the loop can be finalized during relaxation treatment
but the loop length is decided during formation process only. So it is important that the stitch
length of knitted fabric should be uniformly controlled to produce a superior fabric.
Loop length plays an important role in knitted fabric production in order to meet buyer
specifications and consumer satisfaction and the investigation of geometrical loop length or
theoretical loop length which makes the production of knitted fabric easy for knitter and it
consumes time to produce the fabric of different specifications. Ultimately the rate of
production will increase if we know the theoretical calculations of knitted fabric parameters.
The loop formation process became a subjective matter of research from past 50 years,
and some studies related to loop formation process are available in literature. The mechanism
of single jersey loop formation process as explained by Knapton and Munden (1966) was
based on the concept of robbing back (%). A mathematical model of the single jersey weft
knitted process involving flat bottom stitch cam was formulated by Alsaka. Peat and Spicer
developed a geometrical model of single jersey loop formation process. A mathematical
model of single jersey loop formation process involving non-linear stitch cam and
incorporating five different stages of initial geometry of knitting zone was developed by Lau
and Knapton.
A model of single jersey loop formation process based on the concept of balancing forces
acting on needle that decides the loop forming point by Ghosh and Banerjee, and a model of
1x1 rib loop formation developed by Sadhan Chandra ray and Banerjee on dial and cylinder
machine.
In present work an attempt has made to study the impact knitting processing variables like
yarn Input tension, Cam Setting, and Take down Load on loop length and developed a
mathematical model of loop formation on 1x1 rib loop formation process on V-Bed flat
knitting machine.
The model is developed by considering two-dimensional coordinates of knitting elements by
rotating both front bed and back bed to 450 and considering the tuck point as an origin of
coordinate system. Based on 2D geometry a mathematical model has been developed for rib
loop length. The model is validated experimentally and statistically.
2. EXPERIMENTAL
2.1. Materials
The material selected for producing samples is three-ply Acrylic yarn of count 229TEX.
Experimental samples were produced on Hand driven V-bed machine by combinations of 3
processing variables (i.e. Yarn input tension, Cam setting, Take down load). For identifying
the role of one variable, and other variables kept as constant.
2.2. Methods
2.2.1. Measurement of Yarn input tension To identify the effect of yarn input tension, 9 samples were produced by varying input
tension from 5g, 15g, and 25g by keeping cam setting and takedown load constant for a set.
The unroved loop length was subsequently measured for all samples. The Tensioner used for
varying yarn input tension is spring disc type and tension variation can be measured by
tension meter as shown in figure 1.
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Figure 1. Position of tension meter along yarn path
2.2.2. Measurement of Cam settingThere are 18 samples produced in order to identify the role of cam setting on loop length. The
samples are produced by keeping yarn input tension, Take down load as constant and cam
setting varying from 5mm-15mm. Out of 18 s
front bed cam setting, keeping back bed setting constant and vice versa for remaining
samples. The unroved loop length can be measured simultaneously after producing
samples.cam setting is change by rotating
Figure 3.
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f tension meter along yarn path Figure 2. Digital tension meter
Cam setting There are 18 samples produced in order to identify the role of cam setting on loop length. The
samples are produced by keeping yarn input tension, Take down load as constant and cam
15mm. Out of 18 samples 9 sample are produced by varying
front bed cam setting, keeping back bed setting constant and vice versa for remaining
samples. The unroved loop length can be measured simultaneously after producing
samples.cam setting is change by rotating cam jack screw as in figure 3.
3. Cam jack in V-bed knitting machine
International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 –
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Digital tension meter
There are 18 samples produced in order to identify the role of cam setting on loop length. The
samples are produced by keeping yarn input tension, Take down load as constant and cam
amples 9 sample are produced by varying
front bed cam setting, keeping back bed setting constant and vice versa for remaining
samples. The unroved loop length can be measured simultaneously after producing
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C1*a C2*a
β α
Stitch cam
Figure 4. Take down load set up
2.2.3. Measurement of Take down load Sample fabric were knitted over a range of 1500g, 2000g, 2500g of take down load
this is achieved by maintaining yarn input tension, cam setting as constant. There are 9
samples produced by hanging dead weights over width of 25 needles. The unroved loop
lengths are measured simultaneously after removal of weights. The take load is varied by
changing weights as shown figure 4.
3. MEASUREMENT OF STITCH CAM CHARACTERISTICS
The length of the yarn in the kitted loop is decided by stitch cam the characteristics as
shown in figure 5. Where a represents distance between neighboring Front bed and Back bed
needles, while α, β represents cam angles and C1 &C2 are some constants. The stitch cam
angles can be determined by observing movement of yarn up to knitting point.
Figure 5. Stitch cam characteristics of V-bed flat knitting machine
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4. MEASUREMENT OF YARN NEEDLE DIMENSIONS
The dimensions of yarn and needles like diameter, movement of yarn path can be
measured by using image analyzer. For each sample, one hundred readings were taken for
working out the average value. The modulus of yarn is tested on Zwick tensile tester.
The movement of yarn and configuration inside the knitting zone are taken as images by
digital camera and the dimensions of needle, wrap angles (ѲL, ѲT and δL) around the front bed
and back bed needles, angle of path (ψ) of yarn between bed verges were measured.
4.1. Observation of yarn and needle movements under Quasi-static condition By moving the hand lever very slowly, one front bed needle (FN) is made to catch the
feed yarn. In that position, a mark was applied on the yarn lying across the preceding back bed
needle (BN) with indelible ink. The coordinates of marked point and of relevant FN and BN were
recorded. The machine was moved to short distance and the new positions of the marked point
and relevant needles were recorded. This procedure was continued till the FN under observation
reached the running position after passing through the knitting points
5. DETERMINATION OF UNROVED LOOP LENGTH
The fabric was prepared in such a manner that the length of yarn forming complete
knitted courses can be unroved. The lengths of yarn are measured in a straightened state under
suitable tension (B S: 5441). The straightened state is achieved by removing the knitting crimp
and/or yarn crimp as found in textured filament yarn.
The stitch length can be calculate by counting the number of Wales available for fabric sample
and divide the course length by the number of needles used and express the results in cm.
6. RESULTS AND DISCUSSION
6.1 Effect of process variables on loop length
6.1.1 Effect of yarn input tension on loop length Loop lengths are calculated over a range of yarn input tension (from 5g to 25g) and cam
setting (from 5mm to 15mm), and take down load kept constant. The values are plotted in graph
(figure 6). And the 3-Dimensional graphs were plotted with help of MATLAB software
Figure 6 Effect of yarn input tension on loop length
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It is observed form the graph 6 that, at a constant value of take down load and cam
setting, an increase of yarn input tension level from 5g to 25 g always results in linearly
decrease in loop length. And the trend is same in all 3 level of cam setting (5mm, 10mm, and
15mm).For higher cam settings, the curves shifts upwards, the shape remains the same. In
general, the rate of increase in loop length with an increase in input tension decreases for
higher cam settings.
6.2. Effect of cam setting on loop length
6.2.1. Effect of front bed cam setting on Loop length The samples were produced in order to see the effect of cam setting on Loop length.
Loop lengths were measured over a range of cam setting (from 5mm to 15mm) and the input
tension and take down load kept as constant. And the measured values were plotted in graph
(figure 7)
Figure 7. Effect of front bed cam setting on Loop length
It is observed from the graph 7 that at constant values of input tension, take down
load, an increase in the stitch cam setting results in linearly increase in loop length at 3 levels
of back bed cam setting (5mm, 10mm, and 15mm).
The trend of the graph is nearly same as the authors worked on single jersey(Banerjee P K,
and Ghosh S,1999) and 1x1 circular Bed knitting machine (Ray S C, 2003) but the slope of
curve is different because of linear cam profile of 1x1 V-bed flat rib knitting machine.
6.3. Effect of back bed setting on loop length The samples were produced by varying back bed cam setting from 5mm to 15mm
at three levels of front bed cam setting (at 5mm, 10mm, and 15mm), the variables input
tension, take down load kept constant. The measured values were plotted on
graph (figure 8).
International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976
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Figure 8 Effect of back bed setting on loop length
From the graph it shows that the increase
cam setting but the slope of the curve is exactly linear as compared to front bed cam setting it
is due to cam profile of V-bed machine.
6.4. Effect of Take down load on Loop length Loop lengths were calculated ov
cam setting levels at 5mm, 10mm, and 15mm, and yarn input tension kept as constant value.
There were 9 samples produced in order to see the effect take down load on loop length. The
values of loop length are on graph (
Figure 9 Effect of Take down load on Loop length
It is observed from the graph that there is a nearly linear increase of loop length with
an increase in take down load. Compare to other variables there is
down load on loop length (Banerjee P K, Ray S C, 2003) and (Banerjee P.K, Ghosh.S, 1999).
International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976
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Effect of back bed setting on loop length
From the graph it shows that the increase in loop length trend is same as front bed
cam setting but the slope of the curve is exactly linear as compared to front bed cam setting it
bed machine.
. Effect of Take down load on Loop length Loop lengths were calculated over range of take down load from 1500g to 2500g and
cam setting levels at 5mm, 10mm, and 15mm, and yarn input tension kept as constant value.
There were 9 samples produced in order to see the effect take down load on loop length. The
re on graph (Figure 9).
Effect of Take down load on Loop length
It is observed from the graph that there is a nearly linear increase of loop length with
an increase in take down load. Compare to other variables there is marginal effect of take
down load on loop length (Banerjee P K, Ray S C, 2003) and (Banerjee P.K, Ghosh.S, 1999).
International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 –
April (2013), © IAEME
in loop length trend is same as front bed
cam setting but the slope of the curve is exactly linear as compared to front bed cam setting it
er range of take down load from 1500g to 2500g and
cam setting levels at 5mm, 10mm, and 15mm, and yarn input tension kept as constant value.
There were 9 samples produced in order to see the effect take down load on loop length. The
It is observed from the graph that there is a nearly linear increase of loop length with
marginal effect of take
down load on loop length (Banerjee P K, Ray S C, 2003) and (Banerjee P.K, Ghosh.S, 1999).
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7. STATISTICAL INTERPRETATION OF EFFECT OF VARIABLES ON LOOP
LENGTH
To determine the impact of Input variables on output variable (Loop Length) the
complete data (Measured Loop length values) was analyzed by using STATISTICA
SOFTWARE. The result in terms of contribution of each variable on loop length is
determined. And the analytical data is explained by plotting graphs of input variables in terms
of chi- square value (Figure 10).
During loop formation process an interaction takes place between these three input
variables over loop length, and this interaction is explained in terms of regression equation.
The interaction result is show through regression equation in terms of F-value.
The equation as follows
���� ����� 1.719341 � 0.0785��� � 0.626��� � 0.0001�� � 0.00147��
Where
FCS- Front bed cam setting, BCS-Back bed cam setting, TL-Take down load, IT-
Input tension.
7.1 Impact of input variables over Loop length
0 5 10 15 20 25 30 35 40 45 50
Importanceof variables (Loop lenghth (Chi-square))
TL
IT
FCS
BCS
Figure 10. Impact of input variables over Loop length
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8. VALIDATION OF THE MODEL
8.1 Comparison of Unroved and Theoretical loop length (From Mathematical Model)
In order to validating the model the values of unroved loop length and theoretical
values should be compared. The computed or theoretical values were determined by
generating a JAVA programme (Sinivasulu K, 2013) and the actual values for calculation of
theoretical loop length are taken from machine (angles and distances) for every combination
of samples. The computed value s of 3 variables of samples is given in table
Table 1: Experimental and theoretical (from the model) values of output variables
S.No
Unroved Loop
length(Lu)(cms)
Theoretical Loop
length(Lt)(cms)
% Error
1 2.40 2.45 -2.083
2 2.23 2.31 -3.587
3 2.10 2.16 -2.857
4 3.05 3.12 -2.295
5 2.84 2.91 -2.465
6 2.68 2.72 -1.493
7 3.65 3.70 -1.370
8 3.45 3.53 -2.319
9 3.35 3.42 -2.090
10 2.30 2.41 -4.783
11 2.60 2.65 -1.923
12 2.95 3.12 -5.763
13 2.56 2.65 -3.516
14 3.00 3.06 -2.000
15 3.40 3.45 -1.471
16 2.95 3.05 -3.390
17 3.35 3.41 -1.791
18 3.72 3.84 -3.226
19 2.25 2.41 -7.111
20 2.75 2.81 -2.182
21 3.05 3.14 -2.951
22 2.60 2.68 -3.077
23 2.80 2.96 -5.714
24 3.35 3.42 -2.090
25 3.30 3.38 -2.424
26 3.86 3.89 -0.777
27 4.60 4.71 -2.391
28 1.95 2.05 -5.128
29 2.15 2.20 -2.326
30 2.30 2.35 -2.174
31 2.60 2.61 -0.385
32 2.72 2.84 -4.412
33 2.83 2.89 -2.120
34 3.20 3.30 -3.125
35 3.42 3.52 -2.924
36 3.60 3.68 -2.222
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Scatterplot with Histograms of theoritical loop length against unroved loop length
0
10
20
1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5
unrov ed loop length
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
5.5T
he
ori
tic
al
loo
p l
en
gth
0 10 20
Figure 11. A scatter plot between theoretical and unroved loop length
From the table and graph it is observed that there is an average of 5% error between
theoretical loop length and unroved loop length, and the linear relation is given by graph
�� 0.0784 � 1.006 � �
And it is concluded that both experimentally and statistically the proposed model (Srinivasulu
K, 2013) on 1x1 V-bed rib knitting machine is feasible.
9. CONCLUSIONS
Following are the conclusions drawn from the experimental work conducted.
� An increase of yarn input tension results in linearly decreasing loop length. For
higher cam settings, the curves shifts upwards, but the shape remains the same. In
general, the rate of increase in loop length with an increase in input tension decreases
for higher cam settings.
� Back bed cam setting gives more loop length value as compared to front bed cam
setting, and the variation is due to difference in profile of stitch cam for both the beds.
� Effect of take down load on loop length is very marginal as compared to other
variables.
� The results of the work suggest that suitable combinations of variables can be used
(i.e the critical adjustment of the yarn input tension , stitch-cam setting and take down
load in conjunction with the properties of the yarn to be knitted.) to produce high
quality fabric and to meet the requirements or specifications of the buyer.
� A two dimensional mathematical model is proposed to determine the loop length of v-
bed rib knitted structure. This theoretical value can be used to produce a knitted fabric
of particular specifications. (G.S.M and Tightness factor).
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10. REFERENCES
1. Banerjee, P.K., and Alaiban, T.S., Mechanism of Loop formation at Extreme cam setting
on a sinker top machine: part II Analysis of limiting conditions, Textile research journal,
57, 568-574(1987).
2. Banerjee, P. k., and Alaiban, T.S., Mechanism of Loop formation at Extreme cam setting
on a sinker top machine: part I Relation between count, gauge, and tightness factor,
Textile research journal, 57, 513-518(1987).
3. Banerjee, P. K., and Ghosh, S., A model of single-jersey Loop-formation process,
Journal of textile institute, 90,187-208(1999).
4. Carmine Mazza, Paola Zonda, Knitting (A reference book of textile technology),
ACIMIT, The Italian association of textile machinery producers, first edition 2001.
5. C. Prakash and C. V. Koushik., Effect of loop length on the dimensional properties of
silk and model union knitted fabric, Indian Journal of Science and Technology,7,752-
754(2010).
6. David H. Black., Design And Performance Of Weft-Knitting Machinery, a Ph.D thesis
report, 1968.
7. Efthymios Gravas., A Study on the Theoretical and Practical Application of Predicting
the Fabric Mass per Unit Area for Weft Single and Double Knitted Structures, a Ph.D
thesis report (2005).
8. Ghosh, S., and Banerjee, P. K., Mechanics of the single jersey weft knitting process,
Textile Research Journal. 60,203-211(1990).
9. Ghosh.S., Effect of yarn characteristics on knitting performance, Textile Trends,31-
33(1997).
10. J. J. F. Knapton and T. W.-Y. Lau., The design and dynamics of non-linear cams for use
in high-speed weft-knitting machines part 1: the theoretical dynamics of non-linear
cams., Journal Of Textile Institute ,69,161-168(1978).
11. Knapton, J.J.F., and Munden, D.L., A study of mechanism of loop formation on weft
knitting machinery ,Textile Research Journal 36, 1072-1090(1966).
12. Knapton, J. J. F., the dynamics of weft knitting: further theoretical and mechanical
analysis, Textile Research Journal, 38,914-924(1968).
13. Knapton, J.J.F., and Munden, D.L., A study of mechanism of loop formation on weft
knitting machinery, part II: the effect of yarn friction on yarn tension in knitting and loop
formation ,Textile Research Journal 36, 1081-1091(1966).
14. Srinivasulu K, Monica Sikka, and Hayavadana J., Study of loop formation process on
1X1 V-Bed rib knitting Machine: A Mathematical Model, International Journal of
Textile and Fashion Technology, March(2013)
15. M. S. Burnip and s. M. A. Fahmy., Experimental studies of the dimensional Properties of
double-knit fabrics, Journal of Textile Institute, 9,272-282(1977).
16. Noboru Aisaka., Mathematcial considerations of weft knitting process, Journal Of The
Textile Machinery Society Of Japan,24,82-90(1971).
17. Nuiting. T.S., Kinetic Yam Friction and Knitting, Journal of Textile Institute, 51, 190-
202(1960).
18. Noboru aisaka, and Tatsuya kawakami., knitting tension during weft knitting process,
Journal of Textile Machinery Of Japan,22,228-233(1969).
19. Necia Ann Tou, An investigation of arcing in two structure weft knit fabrics, A ph.D
thesis, 2005.
International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 –
6480(Print), ISSN 0976 – 6499(Online) Volume 4, Issue 2, March – April (2013), © IAEME
270
20. Pietikaeinen, L., Influence Of Yarn Properties And Type Of Yarn Feeding On Loop
Formation Process, Melliand Textilber, 10, 603-608(1981).
21. Ray, S.C., and Banerjee P.K., Some preliminary investigations into mechanics of 1x1 rib
loop formation on a dial and cylinder machine, Indian Journal of Fibre & Textile
Research. 25, 97-107(2000).
22. Semnani, D., and Sheikhzadesh ,M .,Online control of knitted fabric quality, Journal of
Engineered Fibers And Fabrics ,1-5 ,2005.
23. Spencer, D.J., knitting technology, third edition, 85(2001), Woodhead Publishing
Limited.
24. Sadhan chandra Ray., and Banerjee P.K., Mechanics of 1x1 rib loop formation on a dial
and cylinder machine: part I- Modelling of the 1x1 rib loop formation process, Indian
Journal of Fibre & Textile Research. 28,185-196(2003).
25. Sadhan chandra Ray., and Banerjee P.K ., Mechanics of 1x1 rib loop formation on a dial
and cylinder machine: part III-Validation of the Model, Indian Journal of Fibre & Textile
Research. 28,246-259(2003).
26. Shusov E.Yu.,kudryavin, and Yu.S.Shustov, Mathematical determination of thread
length in the knitted loop, Fibre chemistry, 37(2), 2005.
27. T. Pusch., I. Wünsch, P. Offermann., Dynamics of yarn tension on knitting machines,
AUTEX Research Journal, 2, 54-63(2000).
28. T. W.-Y. Lau and J. J. F. Knapton., The design and dynamics of non-linear cams for use
In high-speed weft-knitting machines Part II: the analysis of knitting-yarn tensions with
Non-linear cams and negative feed, Journal of Textile Institute, 6,169-175(1978).
29. Tou, Necia Ann., An Investigation of Arcing in Two Structure Weft Knit Fabrics, a Ph.D
thesis report (2005).
30. W. Marvin and M. Mulchandani., Some Observations on Yarn Tension during Knitting,
Supplement To The Textile Institute And Industry, 4-11(1965).
31. www.Ellis Developments Limited.com.
32. Vivek Chauhan, Mukesh Verma, Sarabjot Singh and Prince, “Optimization and Analysis
of Coloring of Cotton Yarn System in Mat Manufacturing unit by using Reliability and
Availability Engineering”, International Journal of Mechanical Engineering &
Technology (IJMET), Volume 3, Issue 1, 2012, pp. 217 - 225, ISSN Print: 0976 – 6340,
ISSN Online: 0976 – 6359.