LEAN SIX SIGMA BLACK BELT BODY OF KNOWLEDGE

The complete set of  concepts, terms, activities, tools are defined by the DMAIC stages as following: 

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0. Main Concepts:

Continuous Improvement

History of Lean

Basics of Lean

History of Six Sigma

Basics of Six Sigma

1. Define Stage

Bench-marking

Project charter

SIPOC
Voice of the Customer, Business and Employee
Lean Six Sigma Roles & Responsibilities

Financial & non financial benefits Evaluation

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2 Measure Phase

Detailed Process mapping, Value Stream Map

Data types

Data collection plan

Sampling

Measurement System Analysis

Basic statistics

Graphical analysis

Non-normal data transformation

Process capability

Sigma Level Calculation

Lean metrics

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3 Analyze Phase

Fish-bone

5 Why's

Value added analysis

8 Wastes

5S

FMEA

Hypothesis Testing: Parametric & non-parametric tests

Correlation

Regression

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4 Improve Phase

Brainstorming

Kaizen

Design of Experiments

Criteria Based Matrix

Cost Benefit Analysis

Process design

Error Proofing

Piloting

Implementation plan

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5 Control Phase

Control plan

Statistical Process Control

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