n every interview , the interviewer basically ask about six sigma and importance of it, You can search Google and understand the purpose of six sigma , definition of six sigma but you stuck while talking about DMAIC, primarily when interviewer ask in which phase what tool to be used. Here We go to simplify your all questions.
1. DMAIC
Understand the Process of DMAIC .
The Articles defined for help and to educate our
Six Sigma Certified Associates to run business and
process in dynamic way.
Ajit Kumar
6/28/2012
In every interview , the interviewer basically ask about six
sigma and importance of it, You can search Google and
understand the purpose of six sigma , definition of six sigma
but you stuck while talking about DMAIC, primarily when
interviewer ask in which phase what tool to be used. Here
We go to simplify your all questions.
6∂
2. *
8 – Discipline Methodology
(by ford)
DMAIC Methodology DFSS (DMADV)
Used for –
Problem solving
RCA
Permanent Corrective
Action
Systemic Action
Used For
Problem Solving
&
Process Improvement
Used For
Design new product or
process
Re-design existing
product or process
Leads to
Continual Improvement
Leads to
Continual Improvement
Breakthrough
Improvement
Leads to
Design / Redesign or P n
P with fewer defects
means 4.5 sigma at
least.
Before Creating any project you must know what Method can fit for
your project, Basically there are 3 tool which we used while designing
any project.
1. TQM – Total quality management – 8D Method
2. DMAIC – Define Measure Analyze Improve & Control Method
3. DMADV – Define Measure Analyze Design & Verify Method
3. *
Define: - Based on your CTQ /CTP
Define Phase Steps / Tools
Define customer and their requirements
(CTQs)
Develop Project Charter
Develop High Level Process Map
Action plan for process standardization
V.O.C Gathering and CTQ definitions
Problem Statement
- Goal Statement
- Business Need Addressed
- Scope / Boundaries of the project
- Constraints
- Resources Needed
- Assumption
- Team Guidelines
- Team Composition
- Preliminary Project Milestones
SIRPOC (SIPOC)
Interim Containment Action
Define Tollgate Review ( Check List )
In Define Phase we Define Project Charter which includes Business Goal ,
Problem Statement , High Level Process Map , what Action we are going
to place and who all would be team member during this project
execution.
4. Measure: - Gather data to establish the current / baseline status, what is the
actually going on at the work place with the process as it works today quantify
the problem.
Measure Phase Steps / Tools
Define Defect, Opportunity , Unit &
Metrics
Identify the CTPs
Develop the data collection plan &
format
Validate the Measurement system.
Collect the data
Begin Developing Y = f(x) Relationship
Calculate process capability and sigma
baseline
Based on CTQs and process knowledge ,
Benchmarking
Using Pareto , Correlation analysis, CT
matrix
Questionnaires, Sampling plans
Measurement System Analysis / Gage R &
R
Check Sheet , Data Sets
Correlation Analysis , Regression analysis ,
Design of Experiments
CP , CPK , DPMO , / Sigma Level
Calculation
Measure : - Measure your Problematic Area
5. Analyze and determine the root cause of the defects. Interpret the data to
establish cause effect relationship.
Analyze Phase Steps / Tools
Identify Value / Non-value added
process steps.
Identify source of variation.
Determine Root cause
Determine vital few X’s , Y = f(X)
Prepare Action plan to explore various
solution for the causes.
Process Map Review and vale Analysis.
Histogram, Control Chart Box, Whisker
Plot.
Cause and effect fishbone diagram , Ask
Why 5 Times , Pareto
Correlation Analysis, Regression Analysis,
Hypothesis, Testing, Design of
experiments.
Brainstorming, SWOT analysis.
Analyze : What went wrong and how it will correct.
6. Improve : - Develop solution targeted at the confirmed causes. Design work Flow
Improve Phase Steps / Tools
Develop Potential ideas & Solutions
Assess failure modes of potential
solution
Reduce risks associated with potential
solution.
Plan & Execute Solution on pilot basis.
Fine tune the Potential Solutions.
Check performance levels after
improvement.
Brainstorming, DOE.
FMEA
Mistake proofing
Verification
Validation
CP, CPK, DPMO , Sigma Level
Improve : - during this phase FMEA, Brainstorming play vital role to get the
work flow designed , What & How to perform action.
7. Control : - Develop consequence management to control , Conduct FMEA
Control Phase Steps / Tools
Authenticated calculation of saving
achieved.
Develop & Implement the document
plan.
Develop & Implement the training Plan.
Develop & Implement the Control Plan
Plan the Audit schedules & audit
requirements
Transfer of project to process owner.
Determining improvement in process
capability & Process sigma.
Standardized work (SOPs, WIS , etc)
Competency Matrix
Control charts.
PDCACP , CPK, DPMO , Sigma Level
Control : - Applying consequence management to control the improvement ,
Design SOPs to sustain the achievements, develop & Implement training plan to
improve more.
8. Thank you
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