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ITFT College, Chandigarh 1
4/26/2014
ITFT College, Chandigarh 2
4/26/2014
Tools and techniques
(1) Check sheet
(2) Pareto chart
(3) Flow chart
(4) Cause and effect diagram
(5) Histogram
(6) Scatter diagram
(7) Control chart
ITFT College, Chandigarh 3
4/26/2014
Check sheet
A simple means of data collection.
Function to present information in an
efficient graphical format.
Defining characteristic of a check sheet is that
data is recorded by making marks(“checks”).
Data is read by observing the location and
number of marks on the sheet.
ITFT College, Chandigarh 4
4/26/2014
ITFT College, Chandigarh 5
4/26/2014
Example of a Check sheet
In a machine shop there is a costly CNC machine
which was not giving the desired output. It was
decided to visit the shop around 25 times in a week
to check the reasons of machine not working. The
check sheet was designed for collecting the data as
follows. This data can be used further for attacking
the important reasons.
ITFT College, Chandigarh 6
4/26/2014
Reasons for machine not working
From Date: 01/12/2008
to 30/01/2009
Reading taken by:
ITFT College, Chandigarh 7
S.No Reason Count Total
1 Material not available //// // 7
2 Operator absent / 1
3 Operator away from
machine
/// 3
4 Machine under repair //// 4
5 Tool under repair //// /// 8
6 Miscellaneous /// 3
Total 26
4/26/2014
Pareto chart
Used to identify problems which require
greater focus.
Pareto principle: 80% of problems stem from
20% of the various causes.
individual values are represented in
descending order by bars, and the cumulative
total is represented by the line.
4/26/2014 ITFT College, Chandigarh
8
For example, if your business was
investigating the delay associated with
processing credit card applications, you could
group the data into the following categories:
1) No signature
2) Residential address not valid
3) Non-legible handwriting
4) Already a customer
5) Other
ITFT College, Chandigarh 9
4/26/2014
ITFT College, Chandigarh 10
4/26/2014
Flow chart
Common type of chart.
Defined as a pictorial representation of
describing a process used to plan stages of a
project.
ITFT College, Chandigarh 11
4/26/2014
ITFT College, Chandigarh 12
4/26/2014
Cause and effect diagram or
ishikawa diagram
 Diagram showing the cause of a certain
event.
Used to identify potential factors causing an
overall effect.
Used to see all possible causes of a result and
hopefully find the root of process
imperfections.
It is known as fishbone diagram because its
shape is similar to side view of a fish skeleton.
ITFT College, Chandigarh 13
4/26/2014
Fishbone diagram
ITFT College, Chandigarh 14
4/26/2014
HISTOGRAM
A Histogram is a graphic summary of variation in a
set of data.
 It enables us to see patterns that are difficult to
see in a simple table of numbers. Can be analyzed
to draw conclusions about the data set.
A histogram is a graph in which the continuous
variable is clustered into categories and the value
of each cluster is plotted to give a series of bars.
ITFT College, Chandigarh 15
4/26/2014
The below example reveals the skewed
distribution of a set of product measurements
that remain nevertheless within specified
limits.
Without using some form of graphic this kind
of problem can be difficult to analyze,
recognize or identify.
ITFT College, Chandigarh 16
4/26/2014
ITFT College, Chandigarh 17
4/26/2014
SCATTER DIAGRAM
A scatter plot is effectively a line graph with no
line - i.e. the point intersections between the two
data sets are plotted but no attempt is made to
physically draw a line.
 The Y axis is conventionally used for the
characteristic whose behaviour we would like to
predict.
Used, to define the area of relationship between
two variables.
ITFT College, Chandigarh 18
4/26/2014
ITFT College, Chandigarh 19
4/26/2014
CONTROL CHART
Control charts are a method of Statistical Process
Control, SPC. (Control system for production
processes).
 They enable the control of distribution of
variation rather than attempting to control each
individual variation.
Upper and lower control and tolerance limits are
calculated for a process and sampled measures are
regularly plotted about a central line between the
two sets of limits.
ITFT College, Chandigarh 20
4/26/2014
The plotted line corresponds to the
stability/trend of the process. Action can be
taken based on trend rather than on
individual variation.
This prevents over-correction/compensation
for random variation, which would lead to
many rejects.
ITFT College, Chandigarh 21
4/26/2014
ITFT College, Chandigarh 22
4/26/2014

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ITFT-Tqm tool kit

  • 3. Tools and techniques (1) Check sheet (2) Pareto chart (3) Flow chart (4) Cause and effect diagram (5) Histogram (6) Scatter diagram (7) Control chart ITFT College, Chandigarh 3 4/26/2014
  • 4. Check sheet A simple means of data collection. Function to present information in an efficient graphical format. Defining characteristic of a check sheet is that data is recorded by making marks(“checks”). Data is read by observing the location and number of marks on the sheet. ITFT College, Chandigarh 4 4/26/2014
  • 6. Example of a Check sheet In a machine shop there is a costly CNC machine which was not giving the desired output. It was decided to visit the shop around 25 times in a week to check the reasons of machine not working. The check sheet was designed for collecting the data as follows. This data can be used further for attacking the important reasons. ITFT College, Chandigarh 6 4/26/2014
  • 7. Reasons for machine not working From Date: 01/12/2008 to 30/01/2009 Reading taken by: ITFT College, Chandigarh 7 S.No Reason Count Total 1 Material not available //// // 7 2 Operator absent / 1 3 Operator away from machine /// 3 4 Machine under repair //// 4 5 Tool under repair //// /// 8 6 Miscellaneous /// 3 Total 26 4/26/2014
  • 8. Pareto chart Used to identify problems which require greater focus. Pareto principle: 80% of problems stem from 20% of the various causes. individual values are represented in descending order by bars, and the cumulative total is represented by the line. 4/26/2014 ITFT College, Chandigarh 8
  • 9. For example, if your business was investigating the delay associated with processing credit card applications, you could group the data into the following categories: 1) No signature 2) Residential address not valid 3) Non-legible handwriting 4) Already a customer 5) Other ITFT College, Chandigarh 9 4/26/2014
  • 10. ITFT College, Chandigarh 10 4/26/2014
  • 11. Flow chart Common type of chart. Defined as a pictorial representation of describing a process used to plan stages of a project. ITFT College, Chandigarh 11 4/26/2014
  • 12. ITFT College, Chandigarh 12 4/26/2014
  • 13. Cause and effect diagram or ishikawa diagram  Diagram showing the cause of a certain event. Used to identify potential factors causing an overall effect. Used to see all possible causes of a result and hopefully find the root of process imperfections. It is known as fishbone diagram because its shape is similar to side view of a fish skeleton. ITFT College, Chandigarh 13 4/26/2014
  • 14. Fishbone diagram ITFT College, Chandigarh 14 4/26/2014
  • 15. HISTOGRAM A Histogram is a graphic summary of variation in a set of data.  It enables us to see patterns that are difficult to see in a simple table of numbers. Can be analyzed to draw conclusions about the data set. A histogram is a graph in which the continuous variable is clustered into categories and the value of each cluster is plotted to give a series of bars. ITFT College, Chandigarh 15 4/26/2014
  • 16. The below example reveals the skewed distribution of a set of product measurements that remain nevertheless within specified limits. Without using some form of graphic this kind of problem can be difficult to analyze, recognize or identify. ITFT College, Chandigarh 16 4/26/2014
  • 17. ITFT College, Chandigarh 17 4/26/2014
  • 18. SCATTER DIAGRAM A scatter plot is effectively a line graph with no line - i.e. the point intersections between the two data sets are plotted but no attempt is made to physically draw a line.  The Y axis is conventionally used for the characteristic whose behaviour we would like to predict. Used, to define the area of relationship between two variables. ITFT College, Chandigarh 18 4/26/2014
  • 19. ITFT College, Chandigarh 19 4/26/2014
  • 20. CONTROL CHART Control charts are a method of Statistical Process Control, SPC. (Control system for production processes).  They enable the control of distribution of variation rather than attempting to control each individual variation. Upper and lower control and tolerance limits are calculated for a process and sampled measures are regularly plotted about a central line between the two sets of limits. ITFT College, Chandigarh 20 4/26/2014
  • 21. The plotted line corresponds to the stability/trend of the process. Action can be taken based on trend rather than on individual variation. This prevents over-correction/compensation for random variation, which would lead to many rejects. ITFT College, Chandigarh 21 4/26/2014
  • 22. ITFT College, Chandigarh 22 4/26/2014