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Quality Tools Instructor: Hank Sobah
More than 7 Flow chart Pareto Chart Histogram Cause and Effect Diagram Check sheet Scatter diagram Control chart Process Chart Fishbone / Cause and Effect Scatter Charts, Run Charts, Control Charts
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Pareto Principle Vilfredo Pareto (1848-1923) Italian economist
20% of the population has 80% of the wealth Juran used the term “vital few, trivial many”. He noted that 20% of the quality problems caused 80% of the dollar loss.
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Pareto chart % Complaints
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Percent from each cause
4/24/2017 Pareto Chart 10 20 30 40 50 60 70 (64) Percent from each cause (13) (10) (6) (3) (2) (2) Pareto analysis uses an ordered histogram to highlight the major causes of quality problems. Poor Design Defective parts Machine calibrations Operator errors Wrong dimensions Defective materials Surface abrasions Causes of poor quality
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Quality Improvement: Problem Solving
Histogram Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
4/24/2017 Histogram 5 10 15 20 25 30 35 40 Histograms are graphical frequency tables that visually capture and display the variation in a set of data. Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Flowcharts Flowcharts Graphical description of how work is done. Used to describe processes that are to be improved. Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Flow Diagrams " Draw a flowchart for whatever you do. Until you do, you do not know what you are doing, you just have a job.” -- Dr. W. Edwards Deming. Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Flowchart Activity Decision Yes No Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
4/24/2017 Flowchart A flowchart diagrams the steps in a process. Flowcharts help problem solvers better understand the process so they can highlight quality problems. Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Flow Diagrams Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Flow Diagrams Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Process Charts The flow process chart is a graphical and symbolic representation of the processing activities performed on the work piece. Quality Improvement: Problem Solving
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Process Chart Symbols Operations Inspection Transportation Delay
4/24/2017 Process Chart Symbols Operations Inspection Transportation Delay Storage
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Example Flow Chart / Diagram
4/24/2017 Example Flow Chart / Diagram
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Subway Fare Card Machine Flow Process Chart
Quality Improvement: Problem Solving
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Cross Functional Flow Chart
Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
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Error Notification Work Process
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Transport Apples Process Chart
Operation Transport Inspect Step Delay Storage Distance (feet) Time (min) Description of process 1 2 3 4 5 6 7 8 9 10 11 Unload apples from truck Move to inspection station Weigh, inspect, sort Move to storage Wait until needed Move to peeler Apples peeled and cored Soak in water until needed Place in conveyor Move to mixing area Total Page 1 0f 3 480 30 20 15 360 190 ft 20 ft 50 ft 100 ft Date: Analyst: TLR Location: Graves Mountain Process: Apple Sauce Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Check Sheet Shifts Defect Type Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
4/24/2017 Check Sheet COMPONENTS REPLACED BY LAB TIME PERIOD: 22 Feb to 27 Feb 1998 REPAIR TECHNICIAN: Bob TV SET MODEL 1013 Integrated Circuits |||| Capacitors |||| |||| |||| |||| |||| || Resistors || Transformers |||| Ground Straps CRT | A check sheet is a fact-finding tool used to collect data about quality problems. A typical check sheet tallies the number of defects by previously identified categories. The next step is to graph the defects per category in a histogram. Quality Improvement: Problem Solving
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Cause-and-Effect Diagrams
Show the relationships between a problem and its possible causes. Developed by Kaoru Ishikawa (1953) Also known as … Fishbone diagrams Ishikawa diagrams Quality Improvement: Problem Solving
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Cause and Effect “Skeleton”
Materials Procedures Quality Problem People Equipment Quality Improvement: Problem Solving
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Fishbone Diagram Quality Problem Machines Measurement Human Process
4/24/2017 Fishbone Diagram Quality Problem Machines Measurement Human Process Environment Materials Faulty testing equipment Incorrect specifications Improper methods Poor supervision Lack of concentration Inadequate training Out of adjustment Tooling problems Old / worn Defective from vendor Not to specifications Material- handling problems Deficiencies in product design Ineffective quality management Poor process design Inaccurate temperature control Dust and Dirt A cause-and-effect diagram, or fishbone diagram, is a chart showing the different categories of problem causes. Quality Improvement: Problem Solving
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Cause and effect diagrams
Advantages making the diagram is educational in itself diagram demonstrates knowledge of problem solving team diagram results in active searches for causes diagram is a guide for data collection Quality Improvement: Problem Solving
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Cause and effect diagrams
To construct the skeleton, remember: For manufacturing - the 4 M’s man, method, machine, material For service applications equipment, policies, procedures, people Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
4/24/2017 Scatter Diagram . Scatter diagrams and tightness of points plotted on the graph gives an indication of the strength of the relationship. A cluster of points resembling a straight line indicates the strongest correlation between the variables. In this graph, there is a strong positive correlation between x and y. Quality Improvement: Problem Solving
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Quality Improvement: Problem Solving
Run Charts Run Charts (time series plot) Examine the behavior of a variable over time. Basis for Control Charts Quality Improvement: Problem Solving
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Control Chart Number of defects Sample number 27 24 UCL = 23.35 21
4/24/2017 Control Chart 27 24 UCL = 23.35 21 c = 12.67 18 15 Number of defects 12 9 Process control involves monitoring a production process and charting the results on a control chart. If any of the points plotted falls outside the control limits, the process is out-of-control. 6 LCL = 1.99 3 2 4 6 8 10 12 14 16 Sample number
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Quality Improvement: Problem Solving
Control Charts Quality Improvement: Problem Solving
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What is Brainstorming? A way to get creative ideas.
A way to get everyone’s views. A way to generate alternatives. Brainstorming is a technique used to generate a large number of ideas quickly, and may be used in a variety of situations. Each member of the group, perhaps in turn, may be invited to put forward ideas for the resolution of the issue at hand.
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Potential Uses of Brainstorming
For identifying areas for improvement. For finding potential causes of problems. For developing possible preventive actions. Theoretically brainstorming can be applied to any form of idea generation. The above scenarios however are the ones most likely to be of some benefit to Keystone.
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Some Guidelines for Brainstorming
Do’s Don'ts Give wild and unusual ideas. Aim for quantity. Build on ideas of others. Encourage participation. Evaluate or criticise. Stop to soon. Allow domination or idea ownership. Wild ideas are safe to offer, as criticism or ridicule is not permitted during a brainstorming session. In order to do this, the people taking part do so with equal status. The main objective is to create an atmosphere of enthusiasm and originality.
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Simple Rules for Brainstorming
1. Works best with a group of six to twelve members. 2. Ideas are taken from one member at a time, in rotation. 3. Ideas are written on a flip chart or OHP transparency. 4. If a response is not immediately forthcoming the member should pass. 5. No idea is too obvious or stupid.
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Simple Rules for Brainstorming
6. Ideas should not be enlarged upon at this stage. 7. The leader is there to lead the group, not to provide ideas. 8. The process is repeated until ideas dry up. 9. The ideas are then discussed and can be criticised but not the people that made them. 10. Eliminate the unlikely causes and identify those with high possibilities using cause screening - put those on a fishbone diagram.
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What is “5 Why” “5 Whys” is a problem solving technique that allows you to get at the root cause of a problem fairly quickly. It is used by automotive industry in Japan to determine the root cause of problems.
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Assess and Think “Most problems do not call for complex statistical analysis but instead require painstaking, detailed problem solving. This requires a level of detailed thinking and analysis that is all too absent from most companies in day to day activity” Yuichi Okamoto Toyota technical Centre
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What is 5 Why? The “5 Why” technique is a very simple method of getting to the root of a problem When a problem occurs, we ask….WHY?…until the root cause is found. Five times is usually enough to get to the root of the problem! Once you find the root cause of a problem it’s much easier to put in sound corrective action to prevent it happening again
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Advantages If the correct “Why” questions are asked in succession to the correct people he or she will find at least one root cause of the problem. It only takes short time to perform i.e. 5 to 10 mins There are no special tools or software required. It can make people have a new way of thinking out problems.
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Disadvantages It usually only leads to one of the root causes so need to repeat the process Sometimes you need to go through process several times to find all the causes which can require some skill from the question maker. It does not always point you in the direction of generic causes e.g. training issues.
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Here’s How It Works!!! Man is late for work PROBLEM:
Because his car stopped WHY? WHY? Because it ran out of gas WHY? Because he did’nt buy any on the way to work WHY? Because he had no money WHY? Because he lost it all in a game of poker Solution: Stop playing poker!!!!
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Discussion – Examples - Exercise
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