SlideShare a Scribd company logo
1 of 59
Download to read offline
European Students of Industrial Engineering and Management
www.estiem.org
Risk analysis
for publication
1
European Students of Industrial Engineering and Management
www.estiem.org
It’s Feedback time!
2
Persons giving feedback
Link to the feedback form
(can be found on Schoology and
WhatsApp)
Instructor to give feedback toPersons giving feedback
INSTRUCTOR 1
INSTRUCTOR 2
European Students of Industrial Engineering and Management
www.estiem.org
What is the Y
measure?
The training today will comprise three phases
Fishbone
Potential
Problem
Analysis (PPA)
1
2
3
3
European Students of Industrial Engineering and Management
www.estiem.org
What do you remember about DMAIC?
Project
Charter
SIPOC
EDA
VA vs.
NVA
DEFINE
Deployment
Diagram
Identifying the
Bottleneck
MEASURE
4
European Students of Industrial Engineering and Management
www.estiem.org
Fishbone Diagram and PPA as part of the
Measure phase
Fishbone
Diagram
Deployment
Diagram
MEASURE
PPA
Measure, Analyze
& Improve
5
Identifying the
Bottleneck
European Students of Industrial Engineering and Management
www.estiem.org
What methods will we use today?
Defining the
Y measure
Fishbone diagram
Potential Problem
Analysis
6
European Students of Industrial Engineering and Management
www.estiem.org
What is the definition of
the Y measure ?
7
European Students of Industrial Engineering and Management
www.estiem.org
Y = f(x)
8
European Students of Industrial Engineering and Management
www.estiem.org
Characteristics of a good catapult
Shoots fast
Low
Variation
Hits the
target
9
European Students of Industrial Engineering and Management
www.estiem.org
Why is it important to understand what
is the Y measure of the process?
Why is it important to understand what
the x measures of the process are?
10
European Students of Industrial Engineering and Management
www.estiem.org
Next method Fishbone diagram!
Defining the
Y measure
Fishbone diagram
Potential Problem
Analysis
11
European Students of Industrial Engineering and Management
www.estiem.org
What is the purpose of doing a
Fishbone diagram?
It serves as a long list of
possible factors
(x’s of the process)
affecting the Y
European Students of Industrial Engineering and Management
www.estiem.org
Fishbone Diagram
13
Desired
output
European Students of Industrial Engineering and Management
www.estiem.org
Have you heard of the
7M categories?
Can you remember them all?
14
European Students of Industrial Engineering and Management
www.estiem.org
7M categories
▪ Measurements
▪ Material
▪ Methods
▪ Manpower
▪ Machinery
▪ Mother Nature
▪ Money
15
European Students of Industrial Engineering and Management
www.estiem.org
Fishbone Diagram
16
Materials Methods
Machinery
Mother
Nature
Measurement
Manpower
Money
Desired
output
European Students of Industrial Engineering and Management
www.estiem.org
Can you think of other methods
to list the factors that could
possibly affect the Y?
17
European Students of Industrial Engineering and Management
www.estiem.org
Time to work…
18
European Students of Industrial Engineering and Management
www.estiem.org
SPONSOR MESSAGE
19
European Students of Industrial Engineering and Management
www.estiem.org
Sometimes the items are labelled as
controllable (C) or noise (N)
What do these terms mean?
20
European Students of Industrial Engineering and Management
www.estiem.org
Sometimes the items are labelled as
controllable (C) or noise (N)
Why do we distinguish between the two?
21
European Students of Industrial Engineering and Management
www.estiem.org
SPONSOR MESSAGE
22
European Students of Industrial Engineering and Management
www.estiem.org
In which phase of the DMAIC process
should you use the Fishbone diagram?
23
European Students of Industrial Engineering and Management
www.estiem.org
Fishbone is often created in the Measure phase
but used throughout the DMAIC.
1) When suck – Helps to find a new approach.
2) New things can come up later in the DMAIC
- Add them
24
European Students of Industrial Engineering and Management
www.estiem.org
Ask why 5 or as many times as needed, to
identify the possible root
Are you familiar with 5 why’s technique?
25
European Students of Industrial Engineering and Management
www.estiem.org
Let’s think about the Method 5 Why’s
26
It is to warm when distributed
Thermostat is broken
Cooling is varying
Not enough maintenance
Ice cream melts too fast
Cooling has to be adjusted manually
No maintenance planned
Why?
Why?
Why?
Why?
Why?
Why?
This causes ?
This causes ?
This causes ?
This causes ?
This causes ?
This causes ?
European Students of Industrial Engineering and Management
www.estiem.org
Next we’ll jump to PPA
Defining the
Y measure
Fishbone diagram
Potential Problem
Analysis
27
European Students of Industrial Engineering and Management
www.estiem.org
Which tools you know can be helpful to
understand the potential risks?
Deployment Diagram
Fishbone
Potential Problem Analysis
(PPA)
EDA
28
European Students of Industrial Engineering and Management
www.estiem.org
Often the different risks are linked – there is
often one risk that causes several others
29
Risk / Problem
Likely causes Effects
European Students of Industrial Engineering and Management
www.estiem.org
Have you heard about FMEA
(Failure Mode Effective Analysis)?
FMEA is a widely used methodology for
risk analysis that was developed in the
1950s
30
European Students of Industrial Engineering and Management
www.estiem.org
In FMEA Risk Priority Number can be calculated
Failure Mode Severity Occurrence Detection RPN
A 4 5 10 200
B 4 8 2 64
C 9 2 1 18
0 1 2 3 4 5 6 7 8 9 10
10
9
8
7
6
5
4
3
2
1
0
SEVERITY
O
C
C
U
R
R
A
N
C
E
B
C
Risk Priority Number (RPN) = S * O * D
Which failure mode has
the biggest impact?
A
31
European Students of Industrial Engineering and Management
www.estiem.org
In the ESTIEM Lean Six Sigma Green Belt
course we teach the Potential Problem
Analysis which is a developed version of the
FMEA
32
European Students of Industrial Engineering and Management
www.estiem.org
PLAN/
ACTIONS/TA
SKS
PROBLEMS EFFECTS
LIKELY
CAUSES
SEV OCC
PREVENTIVE
ACTIONS
CONTINGENT
ACTIONS
TRIGGERS FOR
CONTINGENT
33
Potential Problem Analysis (PPA)
European Students of Industrial Engineering and Management
www.estiem.org
PLAN/
ACTIONS/T
ASKS
PROBLEMS EFFECTS
LIKELY
CAUSES
SEV OCC
PREVENTIVE
ACTIONS
CONTINGENT
ACTIONS
TRIGGERS FOR
CONTINGENT
34
Potential Problem Analysis (PPA)
We are going to focus on this part now
European Students of Industrial Engineering and Management
www.estiem.org
An example of filling PPA
35
Plan / Action
/ Task
Problem Effects likely causes
Pulling the
catapult arm
Finger slips
Ball does not
fly as long as
it could
Wet finger
Shaking
hands
European Students of Industrial Engineering and Management
www.estiem.org
Time to work…
36
European Students of Industrial Engineering and Management
www.estiem.org
SPONSOR MESSAGE
37
European Students of Industrial Engineering and Management
www.estiem.org
Did you find problems linked
to each other?
38
European Students of Industrial Engineering and Management
www.estiem.org
PLAN/
ACTIONS/T
ASKS
POTENTIAL
PROBLEMS
EFFECTS
LIKELY
CAUSES
SEV OCC
Potential Problem Analysis (PPA)
39
European Students of Industrial Engineering and Management
www.estiem.org
Risks are often categorized from 1-10
(10 highest)
How would categorize (1-10) the risk:
The catapult is instable
40
European Students of Industrial Engineering and Management
www.estiem.org
Don’t start by voting on the number values…
41
Define the scale
Fill in the
risk values
Prioritize the
risks
European Students of Industrial Engineering and Management
www.estiem.org
If possible, use data!
42
European Students of Industrial Engineering and Management
www.estiem.org
Example of the severity table
43
European Students of Industrial Engineering and Management
www.estiem.org
Example of an occurrence table
44
European Students of Industrial Engineering and Management
www.estiem.org
Matrix can be helpful to visualize the prioritizing
process for risk
Severity
Occurrence
45
European Students of Industrial Engineering and Management
www.estiem.org
Excel is a good tool to create a PPA
Potential problem Effect Likely causes Severity Occurance
46
European Students of Industrial Engineering and Management
www.estiem.org
Time to work…
47
European Students of Industrial Engineering and Management
www.estiem.org
SPONSOR MESSAGE
48
European Students of Industrial Engineering and Management
www.estiem.org
PLAN/
ACTIONS/T
ASKS
POTENTIAL
PROBLEMS
EFFECTS
LIKELY
CAUSES
SEV OCC
PREVENTIVE
ACTIONS
CONTINGENT
ACTIONS
TRIGGERS FOR
CONTINGENT
ACTIONS
Potential Problem Analysis (PPA)
49
European Students of Industrial Engineering and Management
www.estiem.org
What is the difference between?
1) Preventive action
2) Contingent action
3) Trigger for contingent action
50
European Students of Industrial Engineering and Management
www.estiem.org
An example of the items in the case of a
burning house
51
Preventive Trigger Contingent
No open fire in
house
Hear fire
alarm
Fire
extinguisher
European Students of Industrial Engineering and Management
www.estiem.org
Time to work…
52
European Students of Industrial Engineering and Management
www.estiem.org
SPONSOR MESSAGE
53
European Students of Industrial Engineering and Management
www.estiem.org
Question 1/2:
Which other tools can link to the
creation of a PPA?
54
European Students of Industrial Engineering and Management
www.estiem.org
Question 2/2:
How should the risks be prioritised, and
why is it important to follow that process?
55
European Students of Industrial Engineering and Management
www.estiem.org
PPA can be started in Measure but continues
throughout Analyse, Improve & Control
Measure Analyze Improve
Potential Problem
Likely Causes
Effects
SEVERITY
OCCURANCEAction
Trigger for
contingent action
Contingent Action
Preventive Action
Need for
data!
56
European Students of Industrial Engineering and Management
www.estiem.org
Time for reflection and
questions
57
European Students of Industrial Engineering and Management
www.estiem.org
It’s Feedback time!
58
Persons giving feedback
Link to the feedback form
(can be found on Schoology and
WhatsApp)
Instructor to give feedback toPersons giving feedback
INSTRUCTOR 1
INSTRUCTOR 2
European Students of Industrial Engineering and Management
www.estiem.org
Usage license of the
materials
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Contact leansixsigma@estiem.org
for commercial usage of the materials
Materials of the trainings have been created based on the materials provided by
ESTIEM Summer Academy Professor Gregory H. Watson

More Related Content

What's hot

Kaizen FMEA (Uncompressed)
Kaizen FMEA (Uncompressed)Kaizen FMEA (Uncompressed)
Kaizen FMEA (Uncompressed)Robert Farr
 
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt CourseESTIEM
 
Six Sigma Project Charter
Six Sigma Project CharterSix Sigma Project Charter
Six Sigma Project CharterVijay Rasam
 
Deploying Hoshin Kanri as a Competitive Weapon
Deploying Hoshin Kanri as a Competitive WeaponDeploying Hoshin Kanri as a Competitive Weapon
Deploying Hoshin Kanri as a Competitive WeaponGrant Crow
 
The new PMP, what it is and how to get prepared for it
The new PMP, what it is and how to get prepared for itThe new PMP, what it is and how to get prepared for it
The new PMP, what it is and how to get prepared for itPMIUKChapter
 
Six Sigma Principles And Concepts PowerPoint Presentation Slides
Six Sigma Principles And Concepts PowerPoint Presentation SlidesSix Sigma Principles And Concepts PowerPoint Presentation Slides
Six Sigma Principles And Concepts PowerPoint Presentation SlidesSlideTeam
 
Introduction To Continuous Improvement Process PowerPoint Presentation Slides
Introduction To Continuous Improvement Process PowerPoint Presentation SlidesIntroduction To Continuous Improvement Process PowerPoint Presentation Slides
Introduction To Continuous Improvement Process PowerPoint Presentation SlidesSlideTeam
 
Process Failure Modes & Effects Analysis (PFMEA)
Process Failure Modes & Effects Analysis (PFMEA)Process Failure Modes & Effects Analysis (PFMEA)
Process Failure Modes & Effects Analysis (PFMEA)Anand Subramaniam
 
Six Sigma Statistical Process Control (SPC) Training Module
Six Sigma Statistical Process Control (SPC) Training ModuleSix Sigma Statistical Process Control (SPC) Training Module
Six Sigma Statistical Process Control (SPC) Training ModuleFrank-G. Adler
 
5 why tutorial (root cause analysis RCA)
5 why tutorial (root cause analysis RCA)5 why tutorial (root cause analysis RCA)
5 why tutorial (root cause analysis RCA)Dao Ngoc Kien
 
PPT Presentation on IATF 16949 Documentation
PPT Presentation on IATF 16949 DocumentationPPT Presentation on IATF 16949 Documentation
PPT Presentation on IATF 16949 DocumentationGlobal Manager Group
 
Understanding A3 Thinking- a synopsis
Understanding A3 Thinking- a synopsisUnderstanding A3 Thinking- a synopsis
Understanding A3 Thinking- a synopsisSumit Lokhande
 

What's hot (20)

Fmea
FmeaFmea
Fmea
 
Lean Continuous Improvement Overview
Lean Continuous Improvement OverviewLean Continuous Improvement Overview
Lean Continuous Improvement Overview
 
Kaizen FMEA (Uncompressed)
Kaizen FMEA (Uncompressed)Kaizen FMEA (Uncompressed)
Kaizen FMEA (Uncompressed)
 
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course
02 - Exploratory Data Analysis (EDA) - ESTIEM Lean Six Sigma Green Belt Course
 
Six Sigma Project Charter
Six Sigma Project CharterSix Sigma Project Charter
Six Sigma Project Charter
 
Deploying Hoshin Kanri as a Competitive Weapon
Deploying Hoshin Kanri as a Competitive WeaponDeploying Hoshin Kanri as a Competitive Weapon
Deploying Hoshin Kanri as a Competitive Weapon
 
Vda process auditing
Vda process auditingVda process auditing
Vda process auditing
 
Process fmea
Process fmea Process fmea
Process fmea
 
The new PMP, what it is and how to get prepared for it
The new PMP, what it is and how to get prepared for itThe new PMP, what it is and how to get prepared for it
The new PMP, what it is and how to get prepared for it
 
Introduction To Lean
Introduction To LeanIntroduction To Lean
Introduction To Lean
 
Six Sigma Principles And Concepts PowerPoint Presentation Slides
Six Sigma Principles And Concepts PowerPoint Presentation SlidesSix Sigma Principles And Concepts PowerPoint Presentation Slides
Six Sigma Principles And Concepts PowerPoint Presentation Slides
 
Introduction To Continuous Improvement Process PowerPoint Presentation Slides
Introduction To Continuous Improvement Process PowerPoint Presentation SlidesIntroduction To Continuous Improvement Process PowerPoint Presentation Slides
Introduction To Continuous Improvement Process PowerPoint Presentation Slides
 
Process Failure Modes & Effects Analysis (PFMEA)
Process Failure Modes & Effects Analysis (PFMEA)Process Failure Modes & Effects Analysis (PFMEA)
Process Failure Modes & Effects Analysis (PFMEA)
 
Six Sigma Statistical Process Control (SPC) Training Module
Six Sigma Statistical Process Control (SPC) Training ModuleSix Sigma Statistical Process Control (SPC) Training Module
Six Sigma Statistical Process Control (SPC) Training Module
 
5 why tutorial (root cause analysis RCA)
5 why tutorial (root cause analysis RCA)5 why tutorial (root cause analysis RCA)
5 why tutorial (root cause analysis RCA)
 
PPT Presentation on IATF 16949 Documentation
PPT Presentation on IATF 16949 DocumentationPPT Presentation on IATF 16949 Documentation
PPT Presentation on IATF 16949 Documentation
 
Gemba kaizen
Gemba kaizenGemba kaizen
Gemba kaizen
 
Dmaic
DmaicDmaic
Dmaic
 
091814 Failure Mode Effect and Analysis (FMEA)
091814 Failure Mode Effect and Analysis (FMEA)091814 Failure Mode Effect and Analysis (FMEA)
091814 Failure Mode Effect and Analysis (FMEA)
 
Understanding A3 Thinking- a synopsis
Understanding A3 Thinking- a synopsisUnderstanding A3 Thinking- a synopsis
Understanding A3 Thinking- a synopsis
 

Similar to 04 - Risk analysis - ESTIEM Lean Six Sigma Green Belt Course

01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...
01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...
01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...ESTIEM
 
03 - Process mapping & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...
03 - Process mapping  & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...03 - Process mapping  & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...
03 - Process mapping & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...ESTIEM
 
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...ESTIEM
 
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt CourseESTIEM
 
09 - Control - ESTIEM Lean Six Sigma Green Belt Course
09 - Control - ESTIEM Lean Six Sigma Green Belt Course09 - Control - ESTIEM Lean Six Sigma Green Belt Course
09 - Control - ESTIEM Lean Six Sigma Green Belt CourseESTIEM
 
08 - Improve - ESTIEM Lean Six Sigma Green Belt Course
08 - Improve - ESTIEM Lean Six Sigma Green Belt Course08 - Improve - ESTIEM Lean Six Sigma Green Belt Course
08 - Improve - ESTIEM Lean Six Sigma Green Belt CourseESTIEM
 
"SSC" - Mechatronics and new frontiers
"SSC" - Mechatronics and new frontiers"SSC" - Mechatronics and new frontiers
"SSC" - Mechatronics and new frontiersAlumni Mathematica
 
machine learning presentation classes000
machine learning presentation classes000machine learning presentation classes000
machine learning presentation classes000sairam748229
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.pptssuser571bff
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.pptGravityboi
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.pptManaliShah87
 
introduction to machine learning cemp.ppt
introduction to machine learning cemp.pptintroduction to machine learning cemp.ppt
introduction to machine learning cemp.pptcojat44069
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.pptssusera4cc92
 
i2ml-chap1-v1-1 (3).ppt
i2ml-chap1-v1-1 (3).ppti2ml-chap1-v1-1 (3).ppt
i2ml-chap1-v1-1 (3).pptatul404633
 
grace presentation power point presentation
grace presentation power point presentationgrace presentation power point presentation
grace presentation power point presentationsrajece
 
Ey4106 unit9 a_week10
Ey4106 unit9 a_week10Ey4106 unit9 a_week10
Ey4106 unit9 a_week10JOE LYSTER
 
AUTO MAETIC AIR FELLING
AUTO MAETIC AIR FELLINGAUTO MAETIC AIR FELLING
AUTO MAETIC AIR FELLINGyash patel
 

Similar to 04 - Risk analysis - ESTIEM Lean Six Sigma Green Belt Course (20)

01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...
01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...
01 - Initiating a Lean Six Sigma Project - ESTIEM Lean Six Sigma Green Belt C...
 
03 - Process mapping & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...
03 - Process mapping  & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...03 - Process mapping  & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...
03 - Process mapping & Bottleneck Identification - ESTIEM Lean Six Sigma Gre...
 
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...
05 - Measurement System Analaysis (MSA) - ESTIEM Lean Six Sigma Green Belt Co...
 
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course
07 - Analysis Regression - ESTIEM Lean Six Sigma Green Belt Course
 
09 - Control - ESTIEM Lean Six Sigma Green Belt Course
09 - Control - ESTIEM Lean Six Sigma Green Belt Course09 - Control - ESTIEM Lean Six Sigma Green Belt Course
09 - Control - ESTIEM Lean Six Sigma Green Belt Course
 
08 - Improve - ESTIEM Lean Six Sigma Green Belt Course
08 - Improve - ESTIEM Lean Six Sigma Green Belt Course08 - Improve - ESTIEM Lean Six Sigma Green Belt Course
08 - Improve - ESTIEM Lean Six Sigma Green Belt Course
 
"SSC" - Mechatronics and new frontiers
"SSC" - Mechatronics and new frontiers"SSC" - Mechatronics and new frontiers
"SSC" - Mechatronics and new frontiers
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
machine learning presentation classes000
machine learning presentation classes000machine learning presentation classes000
machine learning presentation classes000
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
introduction to machine learning cemp.ppt
introduction to machine learning cemp.pptintroduction to machine learning cemp.ppt
introduction to machine learning cemp.ppt
 
i2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppti2ml-chap1-v1-1.ppt
i2ml-chap1-v1-1.ppt
 
i2ml-chap1-v1-1 (3).ppt
i2ml-chap1-v1-1 (3).ppti2ml-chap1-v1-1 (3).ppt
i2ml-chap1-v1-1 (3).ppt
 
grace presentation power point presentation
grace presentation power point presentationgrace presentation power point presentation
grace presentation power point presentation
 
Ey4106 unit9 a_week10
Ey4106 unit9 a_week10Ey4106 unit9 a_week10
Ey4106 unit9 a_week10
 
AUTO MAETIC AIR FELLING
AUTO MAETIC AIR FELLINGAUTO MAETIC AIR FELLING
AUTO MAETIC AIR FELLING
 

More from ESTIEM

Certification Requirements_2023 Version_FOR PUBLICATION.pdf
Certification Requirements_2023 Version_FOR PUBLICATION.pdfCertification Requirements_2023 Version_FOR PUBLICATION.pdf
Certification Requirements_2023 Version_FOR PUBLICATION.pdfESTIEM
 
Local Courses
Local CoursesLocal Courses
Local CoursesESTIEM
 
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...ESTIEM
 
Conferene Paper - A blended learning approach to lean six sigma green belt ed...
Conferene Paper - A blended learning approach to lean six sigma green belt ed...Conferene Paper - A blended learning approach to lean six sigma green belt ed...
Conferene Paper - A blended learning approach to lean six sigma green belt ed...ESTIEM
 
E-book of LSSGB Project History
E-book of LSSGB Project HistoryE-book of LSSGB Project History
E-book of LSSGB Project HistoryESTIEM
 
ESTIEM Lean Six Sigma Green Belt course - Glossary of terms
ESTIEM Lean Six Sigma Green Belt course - Glossary of termsESTIEM Lean Six Sigma Green Belt course - Glossary of terms
ESTIEM Lean Six Sigma Green Belt course - Glossary of termsESTIEM
 
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport Extension
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport ExtensionESTIEM Lean Six Sigma Green Belt Project at YIT - Airport Extension
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport ExtensionESTIEM
 
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap Reduction
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap ReductionESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap Reduction
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap ReductionESTIEM
 

More from ESTIEM (8)

Certification Requirements_2023 Version_FOR PUBLICATION.pdf
Certification Requirements_2023 Version_FOR PUBLICATION.pdfCertification Requirements_2023 Version_FOR PUBLICATION.pdf
Certification Requirements_2023 Version_FOR PUBLICATION.pdf
 
Local Courses
Local CoursesLocal Courses
Local Courses
 
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...
Conference Paper - The influence of Lean Six Sigma Green Belt course on Europ...
 
Conferene Paper - A blended learning approach to lean six sigma green belt ed...
Conferene Paper - A blended learning approach to lean six sigma green belt ed...Conferene Paper - A blended learning approach to lean six sigma green belt ed...
Conferene Paper - A blended learning approach to lean six sigma green belt ed...
 
E-book of LSSGB Project History
E-book of LSSGB Project HistoryE-book of LSSGB Project History
E-book of LSSGB Project History
 
ESTIEM Lean Six Sigma Green Belt course - Glossary of terms
ESTIEM Lean Six Sigma Green Belt course - Glossary of termsESTIEM Lean Six Sigma Green Belt course - Glossary of terms
ESTIEM Lean Six Sigma Green Belt course - Glossary of terms
 
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport Extension
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport ExtensionESTIEM Lean Six Sigma Green Belt Project at YIT - Airport Extension
ESTIEM Lean Six Sigma Green Belt Project at YIT - Airport Extension
 
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap Reduction
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap ReductionESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap Reduction
ESTIEM Lean Six Sigma Green Belt Project at Continental - Scrap Reduction
 

Recently uploaded

Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersChitralekhaTherkar
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Science 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsScience 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsKarinaGenton
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 

Recently uploaded (20)

Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of Powders
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Science 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsScience 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its Characteristics
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 

04 - Risk analysis - ESTIEM Lean Six Sigma Green Belt Course

  • 1. European Students of Industrial Engineering and Management www.estiem.org Risk analysis for publication 1
  • 2. European Students of Industrial Engineering and Management www.estiem.org It’s Feedback time! 2 Persons giving feedback Link to the feedback form (can be found on Schoology and WhatsApp) Instructor to give feedback toPersons giving feedback INSTRUCTOR 1 INSTRUCTOR 2
  • 3. European Students of Industrial Engineering and Management www.estiem.org What is the Y measure? The training today will comprise three phases Fishbone Potential Problem Analysis (PPA) 1 2 3 3
  • 4. European Students of Industrial Engineering and Management www.estiem.org What do you remember about DMAIC? Project Charter SIPOC EDA VA vs. NVA DEFINE Deployment Diagram Identifying the Bottleneck MEASURE 4
  • 5. European Students of Industrial Engineering and Management www.estiem.org Fishbone Diagram and PPA as part of the Measure phase Fishbone Diagram Deployment Diagram MEASURE PPA Measure, Analyze & Improve 5 Identifying the Bottleneck
  • 6. European Students of Industrial Engineering and Management www.estiem.org What methods will we use today? Defining the Y measure Fishbone diagram Potential Problem Analysis 6
  • 7. European Students of Industrial Engineering and Management www.estiem.org What is the definition of the Y measure ? 7
  • 8. European Students of Industrial Engineering and Management www.estiem.org Y = f(x) 8
  • 9. European Students of Industrial Engineering and Management www.estiem.org Characteristics of a good catapult Shoots fast Low Variation Hits the target 9
  • 10. European Students of Industrial Engineering and Management www.estiem.org Why is it important to understand what is the Y measure of the process? Why is it important to understand what the x measures of the process are? 10
  • 11. European Students of Industrial Engineering and Management www.estiem.org Next method Fishbone diagram! Defining the Y measure Fishbone diagram Potential Problem Analysis 11
  • 12. European Students of Industrial Engineering and Management www.estiem.org What is the purpose of doing a Fishbone diagram? It serves as a long list of possible factors (x’s of the process) affecting the Y
  • 13. European Students of Industrial Engineering and Management www.estiem.org Fishbone Diagram 13 Desired output
  • 14. European Students of Industrial Engineering and Management www.estiem.org Have you heard of the 7M categories? Can you remember them all? 14
  • 15. European Students of Industrial Engineering and Management www.estiem.org 7M categories ▪ Measurements ▪ Material ▪ Methods ▪ Manpower ▪ Machinery ▪ Mother Nature ▪ Money 15
  • 16. European Students of Industrial Engineering and Management www.estiem.org Fishbone Diagram 16 Materials Methods Machinery Mother Nature Measurement Manpower Money Desired output
  • 17. European Students of Industrial Engineering and Management www.estiem.org Can you think of other methods to list the factors that could possibly affect the Y? 17
  • 18. European Students of Industrial Engineering and Management www.estiem.org Time to work… 18
  • 19. European Students of Industrial Engineering and Management www.estiem.org SPONSOR MESSAGE 19
  • 20. European Students of Industrial Engineering and Management www.estiem.org Sometimes the items are labelled as controllable (C) or noise (N) What do these terms mean? 20
  • 21. European Students of Industrial Engineering and Management www.estiem.org Sometimes the items are labelled as controllable (C) or noise (N) Why do we distinguish between the two? 21
  • 22. European Students of Industrial Engineering and Management www.estiem.org SPONSOR MESSAGE 22
  • 23. European Students of Industrial Engineering and Management www.estiem.org In which phase of the DMAIC process should you use the Fishbone diagram? 23
  • 24. European Students of Industrial Engineering and Management www.estiem.org Fishbone is often created in the Measure phase but used throughout the DMAIC. 1) When suck – Helps to find a new approach. 2) New things can come up later in the DMAIC - Add them 24
  • 25. European Students of Industrial Engineering and Management www.estiem.org Ask why 5 or as many times as needed, to identify the possible root Are you familiar with 5 why’s technique? 25
  • 26. European Students of Industrial Engineering and Management www.estiem.org Let’s think about the Method 5 Why’s 26 It is to warm when distributed Thermostat is broken Cooling is varying Not enough maintenance Ice cream melts too fast Cooling has to be adjusted manually No maintenance planned Why? Why? Why? Why? Why? Why? This causes ? This causes ? This causes ? This causes ? This causes ? This causes ?
  • 27. European Students of Industrial Engineering and Management www.estiem.org Next we’ll jump to PPA Defining the Y measure Fishbone diagram Potential Problem Analysis 27
  • 28. European Students of Industrial Engineering and Management www.estiem.org Which tools you know can be helpful to understand the potential risks? Deployment Diagram Fishbone Potential Problem Analysis (PPA) EDA 28
  • 29. European Students of Industrial Engineering and Management www.estiem.org Often the different risks are linked – there is often one risk that causes several others 29 Risk / Problem Likely causes Effects
  • 30. European Students of Industrial Engineering and Management www.estiem.org Have you heard about FMEA (Failure Mode Effective Analysis)? FMEA is a widely used methodology for risk analysis that was developed in the 1950s 30
  • 31. European Students of Industrial Engineering and Management www.estiem.org In FMEA Risk Priority Number can be calculated Failure Mode Severity Occurrence Detection RPN A 4 5 10 200 B 4 8 2 64 C 9 2 1 18 0 1 2 3 4 5 6 7 8 9 10 10 9 8 7 6 5 4 3 2 1 0 SEVERITY O C C U R R A N C E B C Risk Priority Number (RPN) = S * O * D Which failure mode has the biggest impact? A 31
  • 32. European Students of Industrial Engineering and Management www.estiem.org In the ESTIEM Lean Six Sigma Green Belt course we teach the Potential Problem Analysis which is a developed version of the FMEA 32
  • 33. European Students of Industrial Engineering and Management www.estiem.org PLAN/ ACTIONS/TA SKS PROBLEMS EFFECTS LIKELY CAUSES SEV OCC PREVENTIVE ACTIONS CONTINGENT ACTIONS TRIGGERS FOR CONTINGENT 33 Potential Problem Analysis (PPA)
  • 34. European Students of Industrial Engineering and Management www.estiem.org PLAN/ ACTIONS/T ASKS PROBLEMS EFFECTS LIKELY CAUSES SEV OCC PREVENTIVE ACTIONS CONTINGENT ACTIONS TRIGGERS FOR CONTINGENT 34 Potential Problem Analysis (PPA) We are going to focus on this part now
  • 35. European Students of Industrial Engineering and Management www.estiem.org An example of filling PPA 35 Plan / Action / Task Problem Effects likely causes Pulling the catapult arm Finger slips Ball does not fly as long as it could Wet finger Shaking hands
  • 36. European Students of Industrial Engineering and Management www.estiem.org Time to work… 36
  • 37. European Students of Industrial Engineering and Management www.estiem.org SPONSOR MESSAGE 37
  • 38. European Students of Industrial Engineering and Management www.estiem.org Did you find problems linked to each other? 38
  • 39. European Students of Industrial Engineering and Management www.estiem.org PLAN/ ACTIONS/T ASKS POTENTIAL PROBLEMS EFFECTS LIKELY CAUSES SEV OCC Potential Problem Analysis (PPA) 39
  • 40. European Students of Industrial Engineering and Management www.estiem.org Risks are often categorized from 1-10 (10 highest) How would categorize (1-10) the risk: The catapult is instable 40
  • 41. European Students of Industrial Engineering and Management www.estiem.org Don’t start by voting on the number values… 41 Define the scale Fill in the risk values Prioritize the risks
  • 42. European Students of Industrial Engineering and Management www.estiem.org If possible, use data! 42
  • 43. European Students of Industrial Engineering and Management www.estiem.org Example of the severity table 43
  • 44. European Students of Industrial Engineering and Management www.estiem.org Example of an occurrence table 44
  • 45. European Students of Industrial Engineering and Management www.estiem.org Matrix can be helpful to visualize the prioritizing process for risk Severity Occurrence 45
  • 46. European Students of Industrial Engineering and Management www.estiem.org Excel is a good tool to create a PPA Potential problem Effect Likely causes Severity Occurance 46
  • 47. European Students of Industrial Engineering and Management www.estiem.org Time to work… 47
  • 48. European Students of Industrial Engineering and Management www.estiem.org SPONSOR MESSAGE 48
  • 49. European Students of Industrial Engineering and Management www.estiem.org PLAN/ ACTIONS/T ASKS POTENTIAL PROBLEMS EFFECTS LIKELY CAUSES SEV OCC PREVENTIVE ACTIONS CONTINGENT ACTIONS TRIGGERS FOR CONTINGENT ACTIONS Potential Problem Analysis (PPA) 49
  • 50. European Students of Industrial Engineering and Management www.estiem.org What is the difference between? 1) Preventive action 2) Contingent action 3) Trigger for contingent action 50
  • 51. European Students of Industrial Engineering and Management www.estiem.org An example of the items in the case of a burning house 51 Preventive Trigger Contingent No open fire in house Hear fire alarm Fire extinguisher
  • 52. European Students of Industrial Engineering and Management www.estiem.org Time to work… 52
  • 53. European Students of Industrial Engineering and Management www.estiem.org SPONSOR MESSAGE 53
  • 54. European Students of Industrial Engineering and Management www.estiem.org Question 1/2: Which other tools can link to the creation of a PPA? 54
  • 55. European Students of Industrial Engineering and Management www.estiem.org Question 2/2: How should the risks be prioritised, and why is it important to follow that process? 55
  • 56. European Students of Industrial Engineering and Management www.estiem.org PPA can be started in Measure but continues throughout Analyse, Improve & Control Measure Analyze Improve Potential Problem Likely Causes Effects SEVERITY OCCURANCEAction Trigger for contingent action Contingent Action Preventive Action Need for data! 56
  • 57. European Students of Industrial Engineering and Management www.estiem.org Time for reflection and questions 57
  • 58. European Students of Industrial Engineering and Management www.estiem.org It’s Feedback time! 58 Persons giving feedback Link to the feedback form (can be found on Schoology and WhatsApp) Instructor to give feedback toPersons giving feedback INSTRUCTOR 1 INSTRUCTOR 2
  • 59. European Students of Industrial Engineering and Management www.estiem.org Usage license of the materials https://creativecommons.org/licenses/by-nc/4.0/legalcode Contact leansixsigma@estiem.org for commercial usage of the materials Materials of the trainings have been created based on the materials provided by ESTIEM Summer Academy Professor Gregory H. Watson