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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 3 Issue 5, August 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1582
Assembly Line Balancing to Improve Productivity using
Work-Sharing Method in Garment Factories
Khin Nann Yu Aung, Yin Yin Tun
Department of Mechanical Engineering, Yangon Technological University, Yangon, Myanmar
How to cite this paper: Khin Nann Yu
Aung | Yin Yin Tun "Assembly Line
Balancing to Improve Productivity using
Work-Sharing Method in Garment
Factories" Published
in International
Journal of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-3 |
Issue-5, August
2019, pp.1582-1587,
https://doi.org/10.31142/ijtsrd26656
Copyright © 2019 by author(s) and
International Journalof Trendin Scientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by
/4.0)
ABSTRACT
The garment factories are always tryingtoimproveproductionand thequality
of the garments to sustain in the enormous competitive market. This paper is
about the productivity improvement byreducingcycletimewithworksharing
in garment factories. A garment factory manufactures different types of
garments. In many types of garment productions, this paper is to improve
productivity of lady pencil skirts production process. Overall efficiency of
single model assembly line by reducing the non-value added activities, cycle
time and distribution of work load at each work station by line balancing. For
that, the productivity improvement is shown by two ways. The first way is
proper training and supervision for activities and the second is work sharing
with same type of jobs and skills. Keywords – Cycle Time, Line Balancing,
Productivity, Training, Work Sharing.
KEYWORDS: Cycle Time, Line Balancing, Productivity, Training, Work Sharing
I. INTRODUCTION
The garment process is divided into four main stages: designing and clothing
pattern generation, cutting, sewing, ironing and packing.
Figure.1 Simply Garment Manufacturing Process
The sewing process is the most important step as it
comprises a set of workstations where certain tasks in a
given order are processed. Unequal workload among
workstations of a sewing line will increase work in process
(W.I.P), waiting time, production cycle time and cost. Shop
floor managers consider the balance of the line by assigning
tasks as equal as possible to the workstation. Tasks will be
given to the operators according to their different skill level
limits. The line managers or production controllersusetheir
experience in work assignments for the work stations, skill
level, and standard period required to complete each task.
Manufacturing a product always requires different types of
sewing machines and different yarn colors, making it
difficult to assign a worker to perform operations just a
single machine. There is a maximum number of machines
that each worker can use for a particular product. Each
operation can be classified as a skill type. Each worker inthe
team is evaluated for all these skills on standardized tests.
The ratings based on time is to perform skills and acceptable
quality level for each skill. This rating system allows for
incompetent workers who cannot perform certain skills as
well. Cycle time is the key to increase as it affects both price
and delivery schedule. If a solution had been proposed to
improve the current situation, cycle time had been reduced.
Reducing the cycle time means more output could be
produced to meet the demand. This is very importantforthe
related manufacturer in order to increase their productivity
as long as there is no restricting factor. If the worker does
not have in appropiate skill for production process, proper
training and supervision are essentialfor betterproductivity
and efficiency.
II. AIMS AND OBJECTIVES OF THE WORK
The aim of this work is to minimize workloads on the
assembly line while meeting a target or maximum output.
The objectives of the present study are as follows:
To measure the cycle time for each operation.
To calculate capacity for each operation.
To identify the station of bottleneck.
To determine feasible workstations.
To reduce non-value added activities and cycle time for
each operation.
To reduce the total amount of idle time.
III. METHODOLOGY
In order to balance a production line in sewing floor, a line
was chosen and necessary data was accumulated from the
line. Two important attributes have been considered, one is
possible standard method for each process and another is
considerable time which is the input has been fedtothetime
study and taken to record the actual individual capacity of
each worker. The time is recorded to make each process for
each and every worker to find out the number of operator
and helper, type of machines and individualcapacity. Tofind
out the (standard minute value) S.M.V,processwisecapacity,
actual capacity line graph, labor productivity and line
efficiency are calculated in the following equations. After
taking necessary data from the line, a suitable line is
IJTSRD26656
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1583
proposed with balancing technique. At first, the bottleneck
processes are highlighted and then seek solution is to
minimize the problem. In this paper, the first one is the
proper training and supervision in some operations for the
non-value added activities to be better productivity and
efficiency. The second is a method to balance the line by
sharing workload among equally adept workers who have
experience in both the bottleneck process and the balancing
process. The balancing process has shared theexcesstime in
the bottleneck process. After balancing the line, total output
per day, labor productivity and line efficiency are compared
with the line target before balancing. The new manpower
has been proposed and final capacity of each worker has
been reallocated. Finally, a proposed production layout has
been modeled with balanced capacity. And the layout is
redesigned.
The calculations are as follows:
A. Observed Cycle Time
Observed Cycle Time = Total Cycle time / Number of Cycle
Time (1)
B. Basic Time
Basic time = Observed cycle time × Performance Rating (2)
C. Standard Minute Value; (S.M.V)
S.M.V = Basic Time + allowances
(Bundle, Machine and Personal) (3)
Allowances is a factor of 15% of basic time.
D. Dedicated Cycle Time
S.M.V
Dedicated Cycle Time = Number of operators worked (4)
E. Capacity
60
Capacity = Dedicated Cycle Time (5)
F. Labor Productivity
Total output per day per line
Labor Productivity = Number of operators worked (6)
G. Line Efficiency
Labor Productivity ×S.M.V×100%
Line Efficiency = Working minutes per day (7)
IV. CASE STUDY
A case study is made at a Garment Factory situated at Hlaing
Thar Yar Industrial Zone-II, Hlaing Thar Yar Township,
Yangon Division, Myanmar, which manufactures different
types of garments. In many types of garment productions,
this paper is only based on lady pencil skirts production
process in Figure.2. The information and data are obtained
from this factory. In order to balance a production line in
sewing floor, a line was chosen and necessary data was
accumulated from the line.
Figure.2 Lady Pencil Skirt
To sewing one pencil skirt, there are 30 process need to
attach pieces of fabric with back side (shell) 2Nos, front
side(shell)long 2Nos, front side(shell)short2Nos,waistband
T.C 3Nos, front side T.C 1No and back side T.C 2Nos.Number
of machine utilized is single needle 20Nos, twoneedles2Nos
and iron 4Nos. Number of workers included is operator 21
persons, helper 8 persons, leader 1 person, clerk 1 person
and Q.C 1 person. Totally 32 persons include. Operations of
each station and process layout are shown in Figure.3 and 4.
Sr
No
Stations Operations Position
Type of
Machine
1 1A -Marking (back side Shell& waistband T.C 3Nos) Helper Manual
2 2A -Stitching Back Side Lining2Nos,-Tacking Waistband T.C 3Nos Operator Single Needle
3 3A -Safety stitching with 2 Needle on upper Front side Shell Operator Two Needle
4 4A
-Ironing Shell[Back side Darts, Attach fusion at rising],-Marking bottom
hem
Helper Iron
5 5A -Belt Making Operator Single Needle
6 6A -Belt Topstitch Operator Single Needle
7 7A -Stitching Liningwith waistband Operator Single Needle
8 8A -Belt Reverse In & Out Helper Manual
9 9A -ShellOut Seaming topstitch (L & R)with fusion Operator Single Needle
10 10A -Cutting belt-loop strings, Marking on Shell, Belt loops (4 Nos) tacking Operator Single Needle
11 11A -Waist band tacking AttachLining & Shell Operator Single Needle
12 12A -Tacking fusion for safety stitch of waistband Operator Single Needle
13 13A -Tacking (Waistband 3 Nos & Bottom 3 Nos) Operator Single Needle
14 14A -Tacking attach for kick pleat Operator Single Needle
15 15A -Piping (Belt Loop String) Operator Single Needle
16 16A -Thread Trimming & Remove Marking Helper Manual
17 1B
-Matching [Front Side(Shell4Nos & Lining1No) Back Side(Shell2Nos &
Lining2No)& Waistband T.C (3Nos)]
Helper Manual
18 2B -Repair Station
19 3B
-Forming Darts [(Back side Shell) & (Front Side Lining)],-Stitching(Front
side upper Shell)
Operator Single Needle
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1584
20 4B -Stitching two Shell layers(Front & Back),-Marking Front Shellbottom hem Operator Single Needle
21 5B -Safety stitching(Long)with 2 Needle on Front side Shell Operator Two Needle
22 6B -Marking on waistband T.C and Main label stitch Operator Single Needle
23 7B -Size label stitch and Liningside seaming Operator Single Needle
24 8B -Stitch Shellfor kick pleat Operator Single Needle
25 9B -Lining zipper attach Operator Single Needle
26 10B -Ironing (Lining& Shell) Before attach Helper Iron
27 11B -Stick with double tape on bottom hem & press ironing Helper Iron
28 12B -Bottom Hem stitching Operator Single Needle
29 13B -Safety stitch for kick pleat Operator Single Needle
30 14B -Repair Station
31 15B -Ironing(In & Out, Zip attach, hem, Darts) Helper Iron
32 16B -zipper safety stitch Operator Single Needle
33 17B -Repair Station
34 Q.C
Figure.3 Difference Tasks of Each Station
Figure.4 Process Layout
V. DATA ANALYSIS AND CALCULATION
A. Before Balancing the line
Taking cycle time for each operation is done manually and S.M.V. is calculated from the average cycle time with suitable
allowance. Before line balancing production scenario is illustrated in Table 1.
Table I. Total Output, Labour Productivity and Line Efficiency Before Balancing
Total output per day 260 units
Total man power 30 operators
Working time 600 minutes
S.M.V 30 minutes
Labour productivity 8.667 units/operator
Line efficiency 43.33%
Figure.5 Hourly Process Capacity at Stations Before Balancing
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1585
Figure.5 is the plotting process wise capacity in a line graph.
It shows the variation of each process as the upper capacity
is 192 pieces per hour where the lower capacity is only 26
pieces per hour. This shows the imbalance situation in the
line and bottleneck condition throughout the process of the
whole garment making as lots of work in process (WIP) in
the line. (Red cell signifies the capacity in bottleneck
conditions and yellow cell shows levelling out capacity).
B. Identifying the Bottleneck Process
Some variations in process capacity is identified in Figure.5.
The lower capacities are the bottleneck processes as
production flow would stick on the bottleneck points.
Comparing total capacity of each process, the bottleneck
processes are process No.(10B), (10A), (15B), (16A), (11A)
and (14A). Large work in process (W.I.P) of total production
has been stuck in these bottleneck processes.
C. Eliminating the Bottleneck Process
Balancing method is very crucial to make the production
flow almost smoother than the previouslayout.Determining
working distance, type of machines and efficiency, workers
who have extra time to work after completing their works,
have been shared their work to complete the bottleneck
processes. Six bottleneck processesarepreviouslyidentified
which have been plotted in Figure.3.
Process No.(10B) and (15B) are bothmanualoperationsand
these are making ironing. These two processes have been
trained to reduce the non -value added activities (such as
work arrangement, busy in searching time (bundle flow))
and unnecessary burst (reduce number of bursts). Process
No.(10B) is the ironing of lining and shell before attach. In
shell ironing, the operator pressed the iron on side seam of
skirt with four bursts for one side. After one burst, the
operator replaced the iron on table and picked up for next
burst. The number of bursts are needed to reduce and train
about ten cycle times. Finally, the operatorcanbemadewith
two bursts for one side. In this process, there are four side
seam. If the operator makes four bursts for one side, it will
be totally sixteen bursts. If the operator makes only two
burst for one side, it will reduce eight bursts. Therefore, it
can reduce times for ironing process.
Process No.(15B) is the ironing of (In/Out, Zip attached,
Hem, Darts, kick pleat) whole body finished product. The
operator pressed the iron on product at swing arm board
and on table. And the operator has more loading on non-
value added activities. The operator is trained about ten
cycle times to reduce non-value added activities and press
the iron on product only on table. Finally, the operator can
be only made on table and reducenon-value added activities.
Figure.6 Capacities Change in Process No.(10B) and (15B)
Process No.(10A) and (15A) have been made by the same
type of machine and same type of job. These two processes
have been shared. Operator who work in the process
No.(10A) works for three jobs and operator who work in
process No.(15A) works in the first process, and has extra
time to work after completing the first work. Therefore,
operator of process No.(10A) works only one job and the
operator in process No.(15A) works in the first process and
then it makes the last two jobs of process No.(10A).
Figure.7 Capacities Change in Process No.(10A) and (15A)
Process No.(16A) is the manual operation of thread
trimming and removing marking. ProcessNo. (10A and11A)
have to cover the marking made in process No.(15A) so that
the operator in process No.(16A) has only one job for
manual operation of thread trimming.
Process No.(11A) is the single needle operation of waist
band tacking to attach lining and shell. The operator is
trained to reduce the number of bursts in tacking to attach
lining and shell and it is trained not to appear for marking.
Figure.8 Capacities Change in Process No.(16A) and (11A)
Process No.(14A) and (13B) have been made by the single
needle operation and same type of work station for making
the kick pleat. Process No.(14A) is the tacking attach forkick
pleat. It has more loading on non-value added activities of
reverse in-out after completing the process. Process
No.(13B) is the Safety stitch for kick pleat. After completing
the process No.(14A), the product hangs over to process
No.(13B). When the product reaches to process No.(13B),
the operator makes reverse in and out for stitching process.
Therefore, process No.(14A) has not been workedreverse in
and out before the product hangs over to process No.(13B).
Figure.9 Capacities Change in Process No.(14A) and (13B)
Even after balancing six bottleneck stations, there are some
stations which have much more capacity than others. These
are process No.(1B) and (5B). These two stations situate as
imbalance in the line and level out the workload. Therefore,
these two stations have to share works.
(1B) is the process of matching [Front and back side (shell
and lining) and waistband T.C (3nos)] and (1A) is the
process of marking (back side shell andwaistband T.C3nos).
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1586
Both have been made by manual operation and these have
been shared by two processes. Operator who works in
process No.(1B) has been worked for 50 minutesperhour in
her first process, capacity 161 pieces and then has been
work in the process No.(1A) for last 10 minutes to make
additional 9 pieces for overall capacity of 64 pieces.
Figure.10 Capacities Change in Process No.(1B) and (1A)
Process No.(5B) and (3A) are both twoneedleoperations for
making safety stitch. As a result, they can share their work.
Process 5B can work for 50 minutes and share with process
3A for last 10 minutes.
Figure.11 Capacities Change in Procss No.(5B) and (3A)
D. Proposed Balanced Workload Distribution
Balanced Previous Process
No
Previous Balanced
S.M.V Units/Hr S.M.V Units/Hr S.M.V Units/Hr S.M.V Units/Hr
1.09 64 1.09 55 1A 1B 0.31 192 0.31 161
0.76 79 0.76 79 2A 3B 1.17 51 1.17 51
0.81 86 0.81 74 3A 4B 1.07 56 1.07 56
1.03 58 1.03 58 4A 5B 0.38 160 0.38 128
0.87 69 0.87 69 5A 6B 0.75 55 0.75 55
1.12 53 1.12 53 6A 7B 0.35 54 0.35 54
0.95 63 0.95 63 7A 8B 0.68 88 0.68 88
0.61 99 0.61 99 8A 9B 1.13 53 1.13 53
0.99 61 0.99 61 9A 10B 2.27 26 1.64 37
1.17 51 1.74 34 10A 11B 1.07 56 1.07 56
1.46 41 1.55 39 11A 12B 0.89 67 0.89 67
0.90 67 0.90 67 12A 13B 0.54 110 1.49 40
1.07 56 1.07 56 13A 15B 1.66 36 0.95 63
0.71 85 1.45 41 14A 16B 0.89 68 0.89 68
0.89 67 0.32 190 15A
0.87 69 1.60 38 16A
VI. RESULT AND DISCUSSION
Changing from previous to proposed balance method, there
are considerable improvements. Labour productivity has
been increased from 8.667 to 12.33. In a day, the production
increases from 260 to 370 pieces in working time 600
minutes with manpower 30. Line efficiency improves from
43.33% to 57.68%.
Figure.12 Comparison of Hourly Process Capacity at
Stations
Figure.12 illustrates variation in each process capacity per
hour after implementing proposed balancing method. The
eight operations at bottleneck condition are above or very
close to the other capacity per hour. So, the effect of
bottleneck operation has been minimized by this balancing
method. As a result of the balancing process,totaloutput per
day, labour productivity and line efficiency increase.
Imbalanced ratio has been minimized from 53% to 40%.
Table II. Total output, Labour Productivity and line
efficiency after balancing
Total output per day 370 pieces
Total man power 30 operators
Working time 600 minutes
S.M.V 29.01 minutes
Labour productivity 12.33 units/operator
Line efficiency 59.63%
VII. IMPROVEMENT
Table II. shows the new target which can be the further
chance of improvements to balance the line. Maximum
outputs have been increased to 370 pieces a day which was
previously recorded to 260 pieces a day. Before balancing
the line, 2600 pieces of garments have been produced for 10
days where these have been produced for 7 days after
balancing the line. It saves three-days lead timeforthatstyle
and productivity increase 42.3%. The difference production
for one day is 110 pieces. The wage of workers is 800 kyats
for one product, it saves 88000 kyats for one day. For three
days, it saves 264,000 kyats. The more the productivity
increases, the larger amount of order receives.
VIII. CONCLUSION
The balancing process relatestothetypeof machinebecause
the machine utilized in the bottleneck process and the
balancing process should be the same. Proposed layout
model has been followed the logic of modular system (one
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1587
worker works more than two processes who is skilled on all
processes and these combination of skilled workers finish
their work in piece flow production) and traditional system
(one worker only works in one process and all the workers
who may be skilled or their work in bundle flow production
is not finished) both together where only modular
production system can be applicable with a series of skilled
workers to achieve more productivity. On this occasion,
skilled workers in the appropriate production process,
proper training and supervision are essential for better
productivity and efficiency.
ACKNOWLEDGEMENT
The author would like to thank all people in the factory for
their supporting in information and data. The author offers
her thanks to all her teachers (especially her supervisor) in
Mechanical Engineering Department of the Yangon
Technological University (YTU), for their supporting,
encouragement, useful suggestions,invaluableguidanceand
help. The author would like to mention her sinceregratitude
to each and every one who assisted in completingthispaper.
REFERENCES
[1] F. M. Fahad Halim, and M. R. Hawlader, “Significance of
the use of sewing work aids in garments production,”
American Journal of Engineering Research (AJER),
vol.6, Issue-7, 2017,pp. 267-279, 2017.
[2] Amardeep, T .M .Rangaswamy, and Gautham j “Line
balancing of single model assembly line,” International
Journal of Innovative Research in Science, Engineering
and Technology, vol. 2, Issue 5, May 2013.
[3] J. C. Chen, C. C. Chen, L. H. Su, H. B. Wu, and C. J. Sun
“Assembly line balancing in garment industry,” Expert
Systems with Applications., vol. 39, pp. 10073-10081,
2012.
[4] M. R. H. Shumon, K. A. U. Zaman, and A. Rahman,
“Productivity Improvement through Line Balancing in
Apparel Industries,” in Proc. IndustrialEngineeringand
Operations Mangement, Dhaka, Bangladesh, 2010,
paper.
[5] K. Agpak, and H Gokcen, “Assemblylinebalancing:Two
resource constrained cases,” International Journal of
Production Economics., vol. 96, pp. 129–140, 2005.
[6] J. C. Chen, M. H. Hsaio, and C. C. Chen, “A grouping
genetic algorithm for the assembly line balancing
problem of sewing lines in garment industry,” in Proc.
Eight International Conference on Machine Learning
and Cybernetics, 2009, paper, (pp. 2811-2816).

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Assembly Line Balancing to Improve Productivity using Work Sharing Method in Garment Factories

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 3 Issue 5, August 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1582 Assembly Line Balancing to Improve Productivity using Work-Sharing Method in Garment Factories Khin Nann Yu Aung, Yin Yin Tun Department of Mechanical Engineering, Yangon Technological University, Yangon, Myanmar How to cite this paper: Khin Nann Yu Aung | Yin Yin Tun "Assembly Line Balancing to Improve Productivity using Work-Sharing Method in Garment Factories" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-3 | Issue-5, August 2019, pp.1582-1587, https://doi.org/10.31142/ijtsrd26656 Copyright © 2019 by author(s) and International Journalof Trendin Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative CommonsAttribution License (CC BY 4.0) (http://creativecommons.org/licenses/by /4.0) ABSTRACT The garment factories are always tryingtoimproveproductionand thequality of the garments to sustain in the enormous competitive market. This paper is about the productivity improvement byreducingcycletimewithworksharing in garment factories. A garment factory manufactures different types of garments. In many types of garment productions, this paper is to improve productivity of lady pencil skirts production process. Overall efficiency of single model assembly line by reducing the non-value added activities, cycle time and distribution of work load at each work station by line balancing. For that, the productivity improvement is shown by two ways. The first way is proper training and supervision for activities and the second is work sharing with same type of jobs and skills. Keywords – Cycle Time, Line Balancing, Productivity, Training, Work Sharing. KEYWORDS: Cycle Time, Line Balancing, Productivity, Training, Work Sharing I. INTRODUCTION The garment process is divided into four main stages: designing and clothing pattern generation, cutting, sewing, ironing and packing. Figure.1 Simply Garment Manufacturing Process The sewing process is the most important step as it comprises a set of workstations where certain tasks in a given order are processed. Unequal workload among workstations of a sewing line will increase work in process (W.I.P), waiting time, production cycle time and cost. Shop floor managers consider the balance of the line by assigning tasks as equal as possible to the workstation. Tasks will be given to the operators according to their different skill level limits. The line managers or production controllersusetheir experience in work assignments for the work stations, skill level, and standard period required to complete each task. Manufacturing a product always requires different types of sewing machines and different yarn colors, making it difficult to assign a worker to perform operations just a single machine. There is a maximum number of machines that each worker can use for a particular product. Each operation can be classified as a skill type. Each worker inthe team is evaluated for all these skills on standardized tests. The ratings based on time is to perform skills and acceptable quality level for each skill. This rating system allows for incompetent workers who cannot perform certain skills as well. Cycle time is the key to increase as it affects both price and delivery schedule. If a solution had been proposed to improve the current situation, cycle time had been reduced. Reducing the cycle time means more output could be produced to meet the demand. This is very importantforthe related manufacturer in order to increase their productivity as long as there is no restricting factor. If the worker does not have in appropiate skill for production process, proper training and supervision are essentialfor betterproductivity and efficiency. II. AIMS AND OBJECTIVES OF THE WORK The aim of this work is to minimize workloads on the assembly line while meeting a target or maximum output. The objectives of the present study are as follows: To measure the cycle time for each operation. To calculate capacity for each operation. To identify the station of bottleneck. To determine feasible workstations. To reduce non-value added activities and cycle time for each operation. To reduce the total amount of idle time. III. METHODOLOGY In order to balance a production line in sewing floor, a line was chosen and necessary data was accumulated from the line. Two important attributes have been considered, one is possible standard method for each process and another is considerable time which is the input has been fedtothetime study and taken to record the actual individual capacity of each worker. The time is recorded to make each process for each and every worker to find out the number of operator and helper, type of machines and individualcapacity. Tofind out the (standard minute value) S.M.V,processwisecapacity, actual capacity line graph, labor productivity and line efficiency are calculated in the following equations. After taking necessary data from the line, a suitable line is IJTSRD26656
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1583 proposed with balancing technique. At first, the bottleneck processes are highlighted and then seek solution is to minimize the problem. In this paper, the first one is the proper training and supervision in some operations for the non-value added activities to be better productivity and efficiency. The second is a method to balance the line by sharing workload among equally adept workers who have experience in both the bottleneck process and the balancing process. The balancing process has shared theexcesstime in the bottleneck process. After balancing the line, total output per day, labor productivity and line efficiency are compared with the line target before balancing. The new manpower has been proposed and final capacity of each worker has been reallocated. Finally, a proposed production layout has been modeled with balanced capacity. And the layout is redesigned. The calculations are as follows: A. Observed Cycle Time Observed Cycle Time = Total Cycle time / Number of Cycle Time (1) B. Basic Time Basic time = Observed cycle time × Performance Rating (2) C. Standard Minute Value; (S.M.V) S.M.V = Basic Time + allowances (Bundle, Machine and Personal) (3) Allowances is a factor of 15% of basic time. D. Dedicated Cycle Time S.M.V Dedicated Cycle Time = Number of operators worked (4) E. Capacity 60 Capacity = Dedicated Cycle Time (5) F. Labor Productivity Total output per day per line Labor Productivity = Number of operators worked (6) G. Line Efficiency Labor Productivity ×S.M.V×100% Line Efficiency = Working minutes per day (7) IV. CASE STUDY A case study is made at a Garment Factory situated at Hlaing Thar Yar Industrial Zone-II, Hlaing Thar Yar Township, Yangon Division, Myanmar, which manufactures different types of garments. In many types of garment productions, this paper is only based on lady pencil skirts production process in Figure.2. The information and data are obtained from this factory. In order to balance a production line in sewing floor, a line was chosen and necessary data was accumulated from the line. Figure.2 Lady Pencil Skirt To sewing one pencil skirt, there are 30 process need to attach pieces of fabric with back side (shell) 2Nos, front side(shell)long 2Nos, front side(shell)short2Nos,waistband T.C 3Nos, front side T.C 1No and back side T.C 2Nos.Number of machine utilized is single needle 20Nos, twoneedles2Nos and iron 4Nos. Number of workers included is operator 21 persons, helper 8 persons, leader 1 person, clerk 1 person and Q.C 1 person. Totally 32 persons include. Operations of each station and process layout are shown in Figure.3 and 4. Sr No Stations Operations Position Type of Machine 1 1A -Marking (back side Shell& waistband T.C 3Nos) Helper Manual 2 2A -Stitching Back Side Lining2Nos,-Tacking Waistband T.C 3Nos Operator Single Needle 3 3A -Safety stitching with 2 Needle on upper Front side Shell Operator Two Needle 4 4A -Ironing Shell[Back side Darts, Attach fusion at rising],-Marking bottom hem Helper Iron 5 5A -Belt Making Operator Single Needle 6 6A -Belt Topstitch Operator Single Needle 7 7A -Stitching Liningwith waistband Operator Single Needle 8 8A -Belt Reverse In & Out Helper Manual 9 9A -ShellOut Seaming topstitch (L & R)with fusion Operator Single Needle 10 10A -Cutting belt-loop strings, Marking on Shell, Belt loops (4 Nos) tacking Operator Single Needle 11 11A -Waist band tacking AttachLining & Shell Operator Single Needle 12 12A -Tacking fusion for safety stitch of waistband Operator Single Needle 13 13A -Tacking (Waistband 3 Nos & Bottom 3 Nos) Operator Single Needle 14 14A -Tacking attach for kick pleat Operator Single Needle 15 15A -Piping (Belt Loop String) Operator Single Needle 16 16A -Thread Trimming & Remove Marking Helper Manual 17 1B -Matching [Front Side(Shell4Nos & Lining1No) Back Side(Shell2Nos & Lining2No)& Waistband T.C (3Nos)] Helper Manual 18 2B -Repair Station 19 3B -Forming Darts [(Back side Shell) & (Front Side Lining)],-Stitching(Front side upper Shell) Operator Single Needle
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1584 20 4B -Stitching two Shell layers(Front & Back),-Marking Front Shellbottom hem Operator Single Needle 21 5B -Safety stitching(Long)with 2 Needle on Front side Shell Operator Two Needle 22 6B -Marking on waistband T.C and Main label stitch Operator Single Needle 23 7B -Size label stitch and Liningside seaming Operator Single Needle 24 8B -Stitch Shellfor kick pleat Operator Single Needle 25 9B -Lining zipper attach Operator Single Needle 26 10B -Ironing (Lining& Shell) Before attach Helper Iron 27 11B -Stick with double tape on bottom hem & press ironing Helper Iron 28 12B -Bottom Hem stitching Operator Single Needle 29 13B -Safety stitch for kick pleat Operator Single Needle 30 14B -Repair Station 31 15B -Ironing(In & Out, Zip attach, hem, Darts) Helper Iron 32 16B -zipper safety stitch Operator Single Needle 33 17B -Repair Station 34 Q.C Figure.3 Difference Tasks of Each Station Figure.4 Process Layout V. DATA ANALYSIS AND CALCULATION A. Before Balancing the line Taking cycle time for each operation is done manually and S.M.V. is calculated from the average cycle time with suitable allowance. Before line balancing production scenario is illustrated in Table 1. Table I. Total Output, Labour Productivity and Line Efficiency Before Balancing Total output per day 260 units Total man power 30 operators Working time 600 minutes S.M.V 30 minutes Labour productivity 8.667 units/operator Line efficiency 43.33% Figure.5 Hourly Process Capacity at Stations Before Balancing
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1585 Figure.5 is the plotting process wise capacity in a line graph. It shows the variation of each process as the upper capacity is 192 pieces per hour where the lower capacity is only 26 pieces per hour. This shows the imbalance situation in the line and bottleneck condition throughout the process of the whole garment making as lots of work in process (WIP) in the line. (Red cell signifies the capacity in bottleneck conditions and yellow cell shows levelling out capacity). B. Identifying the Bottleneck Process Some variations in process capacity is identified in Figure.5. The lower capacities are the bottleneck processes as production flow would stick on the bottleneck points. Comparing total capacity of each process, the bottleneck processes are process No.(10B), (10A), (15B), (16A), (11A) and (14A). Large work in process (W.I.P) of total production has been stuck in these bottleneck processes. C. Eliminating the Bottleneck Process Balancing method is very crucial to make the production flow almost smoother than the previouslayout.Determining working distance, type of machines and efficiency, workers who have extra time to work after completing their works, have been shared their work to complete the bottleneck processes. Six bottleneck processesarepreviouslyidentified which have been plotted in Figure.3. Process No.(10B) and (15B) are bothmanualoperationsand these are making ironing. These two processes have been trained to reduce the non -value added activities (such as work arrangement, busy in searching time (bundle flow)) and unnecessary burst (reduce number of bursts). Process No.(10B) is the ironing of lining and shell before attach. In shell ironing, the operator pressed the iron on side seam of skirt with four bursts for one side. After one burst, the operator replaced the iron on table and picked up for next burst. The number of bursts are needed to reduce and train about ten cycle times. Finally, the operatorcanbemadewith two bursts for one side. In this process, there are four side seam. If the operator makes four bursts for one side, it will be totally sixteen bursts. If the operator makes only two burst for one side, it will reduce eight bursts. Therefore, it can reduce times for ironing process. Process No.(15B) is the ironing of (In/Out, Zip attached, Hem, Darts, kick pleat) whole body finished product. The operator pressed the iron on product at swing arm board and on table. And the operator has more loading on non- value added activities. The operator is trained about ten cycle times to reduce non-value added activities and press the iron on product only on table. Finally, the operator can be only made on table and reducenon-value added activities. Figure.6 Capacities Change in Process No.(10B) and (15B) Process No.(10A) and (15A) have been made by the same type of machine and same type of job. These two processes have been shared. Operator who work in the process No.(10A) works for three jobs and operator who work in process No.(15A) works in the first process, and has extra time to work after completing the first work. Therefore, operator of process No.(10A) works only one job and the operator in process No.(15A) works in the first process and then it makes the last two jobs of process No.(10A). Figure.7 Capacities Change in Process No.(10A) and (15A) Process No.(16A) is the manual operation of thread trimming and removing marking. ProcessNo. (10A and11A) have to cover the marking made in process No.(15A) so that the operator in process No.(16A) has only one job for manual operation of thread trimming. Process No.(11A) is the single needle operation of waist band tacking to attach lining and shell. The operator is trained to reduce the number of bursts in tacking to attach lining and shell and it is trained not to appear for marking. Figure.8 Capacities Change in Process No.(16A) and (11A) Process No.(14A) and (13B) have been made by the single needle operation and same type of work station for making the kick pleat. Process No.(14A) is the tacking attach forkick pleat. It has more loading on non-value added activities of reverse in-out after completing the process. Process No.(13B) is the Safety stitch for kick pleat. After completing the process No.(14A), the product hangs over to process No.(13B). When the product reaches to process No.(13B), the operator makes reverse in and out for stitching process. Therefore, process No.(14A) has not been workedreverse in and out before the product hangs over to process No.(13B). Figure.9 Capacities Change in Process No.(14A) and (13B) Even after balancing six bottleneck stations, there are some stations which have much more capacity than others. These are process No.(1B) and (5B). These two stations situate as imbalance in the line and level out the workload. Therefore, these two stations have to share works. (1B) is the process of matching [Front and back side (shell and lining) and waistband T.C (3nos)] and (1A) is the process of marking (back side shell andwaistband T.C3nos).
  • 5. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1586 Both have been made by manual operation and these have been shared by two processes. Operator who works in process No.(1B) has been worked for 50 minutesperhour in her first process, capacity 161 pieces and then has been work in the process No.(1A) for last 10 minutes to make additional 9 pieces for overall capacity of 64 pieces. Figure.10 Capacities Change in Process No.(1B) and (1A) Process No.(5B) and (3A) are both twoneedleoperations for making safety stitch. As a result, they can share their work. Process 5B can work for 50 minutes and share with process 3A for last 10 minutes. Figure.11 Capacities Change in Procss No.(5B) and (3A) D. Proposed Balanced Workload Distribution Balanced Previous Process No Previous Balanced S.M.V Units/Hr S.M.V Units/Hr S.M.V Units/Hr S.M.V Units/Hr 1.09 64 1.09 55 1A 1B 0.31 192 0.31 161 0.76 79 0.76 79 2A 3B 1.17 51 1.17 51 0.81 86 0.81 74 3A 4B 1.07 56 1.07 56 1.03 58 1.03 58 4A 5B 0.38 160 0.38 128 0.87 69 0.87 69 5A 6B 0.75 55 0.75 55 1.12 53 1.12 53 6A 7B 0.35 54 0.35 54 0.95 63 0.95 63 7A 8B 0.68 88 0.68 88 0.61 99 0.61 99 8A 9B 1.13 53 1.13 53 0.99 61 0.99 61 9A 10B 2.27 26 1.64 37 1.17 51 1.74 34 10A 11B 1.07 56 1.07 56 1.46 41 1.55 39 11A 12B 0.89 67 0.89 67 0.90 67 0.90 67 12A 13B 0.54 110 1.49 40 1.07 56 1.07 56 13A 15B 1.66 36 0.95 63 0.71 85 1.45 41 14A 16B 0.89 68 0.89 68 0.89 67 0.32 190 15A 0.87 69 1.60 38 16A VI. RESULT AND DISCUSSION Changing from previous to proposed balance method, there are considerable improvements. Labour productivity has been increased from 8.667 to 12.33. In a day, the production increases from 260 to 370 pieces in working time 600 minutes with manpower 30. Line efficiency improves from 43.33% to 57.68%. Figure.12 Comparison of Hourly Process Capacity at Stations Figure.12 illustrates variation in each process capacity per hour after implementing proposed balancing method. The eight operations at bottleneck condition are above or very close to the other capacity per hour. So, the effect of bottleneck operation has been minimized by this balancing method. As a result of the balancing process,totaloutput per day, labour productivity and line efficiency increase. Imbalanced ratio has been minimized from 53% to 40%. Table II. Total output, Labour Productivity and line efficiency after balancing Total output per day 370 pieces Total man power 30 operators Working time 600 minutes S.M.V 29.01 minutes Labour productivity 12.33 units/operator Line efficiency 59.63% VII. IMPROVEMENT Table II. shows the new target which can be the further chance of improvements to balance the line. Maximum outputs have been increased to 370 pieces a day which was previously recorded to 260 pieces a day. Before balancing the line, 2600 pieces of garments have been produced for 10 days where these have been produced for 7 days after balancing the line. It saves three-days lead timeforthatstyle and productivity increase 42.3%. The difference production for one day is 110 pieces. The wage of workers is 800 kyats for one product, it saves 88000 kyats for one day. For three days, it saves 264,000 kyats. The more the productivity increases, the larger amount of order receives. VIII. CONCLUSION The balancing process relatestothetypeof machinebecause the machine utilized in the bottleneck process and the balancing process should be the same. Proposed layout model has been followed the logic of modular system (one
  • 6. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26656 | Volume – 3 | Issue – 5 | July - August 2019 Page 1587 worker works more than two processes who is skilled on all processes and these combination of skilled workers finish their work in piece flow production) and traditional system (one worker only works in one process and all the workers who may be skilled or their work in bundle flow production is not finished) both together where only modular production system can be applicable with a series of skilled workers to achieve more productivity. On this occasion, skilled workers in the appropriate production process, proper training and supervision are essential for better productivity and efficiency. ACKNOWLEDGEMENT The author would like to thank all people in the factory for their supporting in information and data. The author offers her thanks to all her teachers (especially her supervisor) in Mechanical Engineering Department of the Yangon Technological University (YTU), for their supporting, encouragement, useful suggestions,invaluableguidanceand help. The author would like to mention her sinceregratitude to each and every one who assisted in completingthispaper. REFERENCES [1] F. M. Fahad Halim, and M. R. Hawlader, “Significance of the use of sewing work aids in garments production,” American Journal of Engineering Research (AJER), vol.6, Issue-7, 2017,pp. 267-279, 2017. [2] Amardeep, T .M .Rangaswamy, and Gautham j “Line balancing of single model assembly line,” International Journal of Innovative Research in Science, Engineering and Technology, vol. 2, Issue 5, May 2013. [3] J. C. Chen, C. C. Chen, L. H. Su, H. B. Wu, and C. J. Sun “Assembly line balancing in garment industry,” Expert Systems with Applications., vol. 39, pp. 10073-10081, 2012. [4] M. R. H. Shumon, K. A. U. Zaman, and A. Rahman, “Productivity Improvement through Line Balancing in Apparel Industries,” in Proc. IndustrialEngineeringand Operations Mangement, Dhaka, Bangladesh, 2010, paper. [5] K. Agpak, and H Gokcen, “Assemblylinebalancing:Two resource constrained cases,” International Journal of Production Economics., vol. 96, pp. 129–140, 2005. [6] J. C. Chen, M. H. Hsaio, and C. C. Chen, “A grouping genetic algorithm for the assembly line balancing problem of sewing lines in garment industry,” in Proc. Eight International Conference on Machine Learning and Cybernetics, 2009, paper, (pp. 2811-2816).