Minimization of the Casting Defects Using Taguchi’s Methodinventionjournals
This paper is relates with casting defects like pinholes, scabs, sand holes, slag, mould shifting, parting line defects, runner & riser defects which mainly occurs in valve casting in foundry. The research on controlling the casting defects in foundry shop which comes in various check valves -PN 10 and these causes may results the reduction of quality of casting. Here we have studied minimize the casting defects using Taguchi’s method through change in various parameters like as pouring temperature, green strength, mould hardness and permeability. These experiments were conducted based on standard acceptable and foundry men experience in this casting organization for casting check valves -PN 10 of various sizes & types Significant changes are taken during controlling the parameters. First we collected the data as casting defects from AV VALVE Pvt Ltd, Agra. Identify The major defects which are scab, cold shut and shrinkage. Complete this task we analyze the cause of this casting defects with the help of fish bone diagram. So we conclude that there are four parameters responsible for these casting defects. 1. Pouring Temperature (oC) 2. Sand Particle Size (AFS) 3.Mould Hardness Number 4. Permeability Number First we define the range of these parameters and then we perform the casting process at different trial and find that average percentage rejection is 6.25 of the casting product. Then we apply the Taguchi’s method and use of MINITAB 17 software to find out the optimum solution. These optimum solutions were applied on casting process and the calculated the percentage rejection 4.416 of the products. Thus we could improve 1.25% in casting defects.
Voids in solder joints are a concern in electronic manufacturing. They create weaknesses in the solder joints and can lead to mechanical failure. Voids can slow or limit heat transfer which can lead to thermal failure. Voids can also interfere with electrical signal flow, which can affect the function of the circuit board.
Overview of Lean Manufacturing types of production , comparison between Batch vs Continuous Flow , how to convert batch to continuous flow and the savings
Keywords: six sigma; foundry SMEs; small and medium-sized enterprises; design of experiments; DOE; measurement system analysis; MSA; failure mode and effects analysis; FMEA; non-conforming products; cost of poor quality; hypothesis testing; defects per million opportunities; DPMO; process capability; DMAICS; analysis of variance; ANOVA; India; make-to-order foundries; scrap reduction; productivity.
Minimization of the Casting Defects Using Taguchi’s Methodinventionjournals
This paper is relates with casting defects like pinholes, scabs, sand holes, slag, mould shifting, parting line defects, runner & riser defects which mainly occurs in valve casting in foundry. The research on controlling the casting defects in foundry shop which comes in various check valves -PN 10 and these causes may results the reduction of quality of casting. Here we have studied minimize the casting defects using Taguchi’s method through change in various parameters like as pouring temperature, green strength, mould hardness and permeability. These experiments were conducted based on standard acceptable and foundry men experience in this casting organization for casting check valves -PN 10 of various sizes & types Significant changes are taken during controlling the parameters. First we collected the data as casting defects from AV VALVE Pvt Ltd, Agra. Identify The major defects which are scab, cold shut and shrinkage. Complete this task we analyze the cause of this casting defects with the help of fish bone diagram. So we conclude that there are four parameters responsible for these casting defects. 1. Pouring Temperature (oC) 2. Sand Particle Size (AFS) 3.Mould Hardness Number 4. Permeability Number First we define the range of these parameters and then we perform the casting process at different trial and find that average percentage rejection is 6.25 of the casting product. Then we apply the Taguchi’s method and use of MINITAB 17 software to find out the optimum solution. These optimum solutions were applied on casting process and the calculated the percentage rejection 4.416 of the products. Thus we could improve 1.25% in casting defects.
Voids in solder joints are a concern in electronic manufacturing. They create weaknesses in the solder joints and can lead to mechanical failure. Voids can slow or limit heat transfer which can lead to thermal failure. Voids can also interfere with electrical signal flow, which can affect the function of the circuit board.
Overview of Lean Manufacturing types of production , comparison between Batch vs Continuous Flow , how to convert batch to continuous flow and the savings
Keywords: six sigma; foundry SMEs; small and medium-sized enterprises; design of experiments; DOE; measurement system analysis; MSA; failure mode and effects analysis; FMEA; non-conforming products; cost of poor quality; hypothesis testing; defects per million opportunities; DPMO; process capability; DMAICS; analysis of variance; ANOVA; India; make-to-order foundries; scrap reduction; productivity.
Electronic manufacturing v3.0 - Fab Academy 2016seeedstudio
Open source and DIY electronics are filling Fab Labs and maker spaces with new tools for incredible creations. How can we design tools to change how people make things? How to scale DIY electronics to millions of users?
https://plus.google.com/u/0/events/ca5ss0rvia897dk3qgloqo1gjr0
Deployed Lean Manufacturing in fabrication of Exhaust After Treatment System Rack made for VOLVO / Mack Trucks used Lean to increase productivity by 50% and Six Sigma
methodology to resolve complex design issues, improve quality controls for sustained improvement
Controlled experiments and trials have led to improved throughput and cost reduction in filter glass polishing. This presentation explores how to achieve a deterministic process to reduce variability in optical polishing. Learn more: http://nanophase.com/markets/optical-surface-polishing/
"Deterministic Polishing from Theory to Practice" was presented by Abigail Hooper at Optifab 2015 in Rochester, NY.
3. Shop floor workers
• Better Communication
• Standard Operating procedures
• Clarity about the color priority logic
Supervisor & KP owner
• Real time info about the process
• Easy Identification of source of problem
• Low dependency on physical availability of Supervisor
• Output should be maintained while following color priority
Titan Management
• Accurate info about the process
• High Quality output
• Color priority based output
• Skill level improvement of KP
SituationalUser
• Quick understanding of the process
• Clear mapping to find a particular person/ workstation
3
al Mgmt : Customer Identification
and Need Analysis
Production according to color (TOC)
priority
Process flow & WIP synchronized with
skill set of employees.
Increasing overall Output rate in terms of
(increased capacity, increased efficiency)
Faster Delivery (Reduction in Lead time)
Improved Quality (Reduction in Rework
and other redundant activities)
Better Communication mechanism at Shop
floor
Better visibility of process
4. AS-IS Process To-Be Process
* No Skill Capacity dedicated input * Low output
* Low TOC dedicated output * High rework
* Skill Capacity dedicated input * High output
* High TOC dedicated output * Less rework
4
LG shop floor
5. Output not in accordance with the expectation
As-Is : Black o/p: <30% (of total o/p) Expected : Black o/p: >80%
Lower Black Conversion: Black output consisted of a very small portion of daily morning
Black WIP ( only 13% on a average).
0
50
100
150
200
250
5-Jun
6-Jun
7-Jun
8-Jun
9-Jun
10-Jun
11-Jun
12-Jun
13-Jun
14-Jun
15-Jun
16-Jun
17-Jun
Opening Black WIP vs Total Black output
Closing Black O/P
Opening Black WIP
Noofcards
5
6. Lead time of Black cards was observed higher than non Black cards for all
productroutes.
6
The most consistent reason for these high lead times of Black
cards is due to time spent by them as Inactive cards.
But the point of concern is most of the causes for cards entering
into inactive zone are associated with Karigar park only.
Flag Cause
Input
Issues
Weight Mismatch,
Part Missing
Casting
Replace
ment
Melting of gold,
Over etching,
Prong broken, Bad
input casting
Stone
Replace
ment
Stone Breakage
Bath
Plating
with
Mask
Operation not
available
13% 4%
48%
30%
0% 4%
Different flags raised
for Inactive cards
Input
Issues
Laser
Welding
Casting
Replace
ment
Stone
Replace
ment
7. Polishing Workstation
Stone Setting Workstation
Bench Work Workstation
7
0
2
4
6
8
10
12
14
16
18
20
Instantaneous Black
WIP
Instantaneous Non
Black WIP
Output per 2 hrs
8. The solution part consists of two fold approach:
1) Increasing flow by working on identified and yet to emerge bottlenecks.
2) Implementing solutions using the visual means to aid the increased flow.
8
Single Piece Flow (Critical)
Work allocated to Karigars according to the skill sets.
Karigar works on a single product at a time, and puts it
in a collection bin in front of him.
Time difference problem between jobs controlled by
having a buffer maintained before each job in the bins
of precedent jobs.
Transfer of some load from Time based batching bins
to Karigars of single piece flow in case of no inventory
in buffer bins.
Time Based Batching (Non Critical)
Work allocated to Karigars according to their skill and
capacity for 1 hour.
For BW, PP, FP work allocated according to number of
cards possible in 1 hour.
In SE, on the basis of number of stones, ideally around
20-24 stones of work.
TOC priority followed at the time of allocation.
Work gap between different jobs managed by
deploying excess cards from precedent job to TOC rack
and considering them again after 1 hour following TOC
color priority.
9. Trial run of Hybrid Model of U-cell and Job bay implemented :
U-cell-> Non critical (Single flow)
Job bays-> Both critical & Non Critical (SF & Time based)
Ultimate target of converting all Bays into U-cell, with
1 Bay-> Critical (Single flow) and
2 Bays-> Non Critical (only Time Based Batching)
9
10. Active WIPInactive cardsTotalWIP
Non CriticalHandworkCritical
Loading
logic
Lead Time
Output Ratio
5 days3 days
x
3 days
3x
New Load Target Load Active WIP
• Bangles
• Neckwear
• 2 Set Products
• Non Mould
Setting Products
with Stones >24
• Products for
which waxing
and casting
done outside
Titan
• All Other productsSpecial Cases
1) No/Less Handwork Load ??
2) No/Less Critical Load ??
3) No/Less Non Critical Load ??
4) Excess Black cards in Critical
than loading requirement, major
chunk of Non Critical load in
yellow/green and vice versa ??
10
11. 11
AS-IS Process To-Be Process
• Reading and analyzing the
color guide- tedious and
cumbersome for many Karigars
• Plugging in the current color
clip on the cards being issued
to the workstations
13. 13
Expected Lead Time <3 days PASS/FAIL
Expected Lead Time <3 days PASS
Expected Lead Time
Critical <3 days
Handwork <6 days FAIL
PASSTotal O/P 659
Total O/P 125
Total O/P 76
14. 14
Burr Plate at Stone Setting WS Wheel Board at Polishing WS Load Tower at every WS