lean six sigma methodology
TRANSCRIPT
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Ramiro Cid | @ramirocid
Lean Six Sigma Methodology
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Index 1. Concepts Slide 3
2. Introduction Slide 4
3. DMAIC Slide 7
4. Process Mapping Slide 8
5. Fishbone Diagram Slide 9
6. SIPOC Slide 10
7. CTQ’s Slide 11
8. Metrics Slide 12
9. Risk Analysis Slide 13
10. Graphs Slide 14
11. Business Case Slide 15
12. Certifications Slide 16
13. Sources used and webs to expand knowledge Slide 17
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Lean: Created by Toyota on 1989. (Author: Jim P. Womack)
Focus on speed and best cost (efficiency)
Main concepts of this methodology:
Identify and remove 8 wastes: Transport, Inventory, Motion, Waiting, Over production, Over processing, Defects and Skills
Six Sigma: Created by Motorola on 1985
Focus on effectivity of processes
Some companies who implemented Six Sigma: GE (implemented and refined it), 3M, Airbus, Phillips
Main concepts of this methodology:
1) Statistical number, 2) Methodology (DMAIC), 3) Philosophy on customer focus and in 0 defects.
4) Data driven decisions
1. Concepts
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Lean Six Sigma is a process improvement methodology that relies on a collaborative team effort to improve
performance by systematically removing waste, combining Lean and Six Sigma to eliminate the eight kinds of
waste (muda): Transportation, Inventory, Motion, Waiting, Over production, Over processing, Defects, and Skills
(abbreviated as 'TIMWOODS').
The Lean Six Sigma concepts were first published in a book titled Lean Six Sigma: Combining Six Sigma with Lean
Speed by Michael George and Robert Lawrence Jr. in 2002
Lean Six Sigma utilizes the DMAIC (Define, Measure, Analyze, Improve and Control) phases similar to that of Six
Sigma. Lean Six Sigma projects comprise aspects of Lean's waste elimination and the Six Sigma focus on reducing
defects, based on critical to quality (CTQ) characteristics.
In the next slides we will see some tools used by this methodology. To show all them we will include some examples to show how to use each of them.
2. Introduction
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Lean Six Sigma includes concepts of both methodologies.
Six Sigma use statistics tools for characterization and study of the processes, this is the reason of the name, as
sigma is the standard deviation which gives an idea of the variability in a process and the goal of Six Sigma is to
reduce it so that the process is always within the limits set by customer requirements.
1 sigma = 690,000 DPMO = 32% efficiency
2 sigma = 308,538 DPMO = 69% efficiency
3 sigma = 66,807 DPMO = 93.3% efficiency
4 sigma = 6.210 DPMO = 99.38% efficiency
5 sigma = 233 DPMO = 99.977% efficiency
6 sigma = 3.4 DPMO = 99.99966% efficiency
7 sigma = 0.019 DPMO = 99.9999981% efficiency
Note: DPMO means “Defects per million opportunities”
2. Introduction
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Regarding the other methodology, Lean manufacturing or lean production, often simply "lean", is a systematic
method for the elimination of waste ("Muda") within a manufacturing system. Lean also takes into account waste
created through overburden ("Muri") and waste created through unevenness in work loads ("Mura"). Working from
the perspective of the client who consumes a product or service, "value" is any action or process that a customer
would be willing to pay for.
Lean principles are derived from the Japanese manufacturing industry.
The eight muda are:
1. Transport (moving products that are not actually required to perform the processing 2. Inventory (all components, work in process, and finished product not being processed 3. Motion (people or equipment moving or walking more than is required to perform the processing 4. Waiting (waiting for the next production step, interruptions of production during shift change 5. Overproduction (production ahead of demand 6. Over Processing (resulting from poor tool or product design creating activity 7. Defects (the effort involved in inspecting for and fixing defects 8. Skills (waste of Skills, referred to as "under-utilizing capabilities and delegating tasks with inadequate training)
2. Introduction
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3. DMAIC
DEFINE
CONTROL
IMPROVE ANALYSE
MEASURE
Project Charter ü
Process Mapping ü
Fishbone diagram ü
Process Analysis üCreate Solutions üSelect Solutionsü
Validate Solutions üImplement Solutions ü
Monitoring üDocumentation ü
What’s my problem ?
How big is my problem ?
What are the root
causes of my problem ?
What is the best
solution ?
How can we sustain the
improvement ?
“Big impact on business during IT infrastructure
incidents”
SLA’s vs. Resolution time average
This lack of visibility of critical information technology is a
problemTo have a monitoring system
connected to Incident management application
Doing the maintenance and update of all IT Assets in the
monitoring system
One practical example:
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An example of a Process mapping where an IT Incident management:
4. Process Mapping
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An example of a Fishbone Diagram where time to resolve an incident is the target and we have 6
different domains: Man, Method, Materials, Mother Nature, Machine and Measurement
5. Fishbone Diagram
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An example of a SIPOC table where the different steps we have on Process Mapping are showed
as a table:
6. SIPOC
Supplier Input Process Output Customer
CustomerCall / Email /
Monitoring toolNotificationDetection
Record in Incident Management tool
Monitory tool Alarms NotificationDetection
Record in Incident Management tool
Infrastructure System logs Analyze Record in Incident Management tool
IT AreaKnowledge / Experience /
DocumentationCorrective action
Record in Incident Management tool
IT Area Solution found Quality check Notification
Customer Feedback Close incident Record in Incident Management tool
IS
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An example of a CTQ’s where we could see 3 different aspects of a problem: a) VOC (‘Voice of
Client’) where we include what our customer (internal or external) wants, b) Statements which are
close to the true (possible to get) and finally c) CTQ which is like the SLA of the target we want to
reach.
7. CTQ’s
VOC True need CTQ
"Alarm notification at the time it happens"
Time [< 5 Minutes] 1 minute to receive the alert on Incident management from monitoring tool
"I would not need to report the incident"
0 Incidents reported by users
All IT assets monitored
"No delays on my process because IT infrastructure reason"
Resolution time following SLAs in
Incident management tool
Resolution time following SLAs in Incident management tool
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An example of metrics we want to reach using an Incident management tool:
8. Metric
Reference: SLA Interactions or incidents SLA (Resolution time objective)
Days
SLA (Resolution time objective)
Hours1 - Critical 0,25 6
2 - High 0,25 6
3 - Average 1 24
4 - Low 4 32
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An example of Risk Analysis. In spite of is not mandatory to use it on Lean Six Sigma, it is ever
recommended to do it to get the risks of a new project, environment, change, etc. with the target of
reduce as much as possible the residual risk (the risk after apply controls):
9. Risk Analysis
C I Afactor value
No dual power source in routersIn case some electric
phase is down the router will be down
2 routers: Main and backup. Backup router give service in less than 10 seconds in case of the main crash. Both are
connected in different electric phases
x 1 4 1 4
No dual power source in Colt fibber convertes in front of routers
In case some electric phase is down the router
will be down
2 routers: Main and backup. Backup router give service in less than 10 seconds in case of the main crash. Both are
connected in different electric phases
x 1 4 1 4
Router not accessible by in case WAN connection crashes
In case WAN connection is down will not be able to
access to manage the router
have a management modem connected by an
analogic line to manage the router by console port
x 1 1 2 2
Router Buenos Aires John Smith Michael Johnson
Location/s Power user Vulnerability description Threat description Existing Controls/practicesAsset Risk Owner ProbabilityImpactRisk
Value
Assets criticality
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In spite of is not mandatory to use them on Lean Six Sigma, it is ever
recommended to do because help us to show data in an easy way so giving us
support to our statements.
We can use MS Excel or similar tools, but we have an specific tool for statistical
data management and graphs called ‘Minitab’ very useful for Lean Six Sigma
projects
10. Graphs
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An example of summary of a Business Case (after do all the calculations needed to get the final
figures):
A Business Case is ever needed to justify our investments (CAPEX and/or OPEX) in a project so
for Lean Six Sigma it is important too to do it.
11. Business Case
Gross ProfitTopic Total Cost
Gross Profit 1st year:Cost of monitoring - Cost of incidents - 10% of saving because monitoring rollout)
5.530,00 € No profit
Gross Profit next years:Cost of monitoring - Cost of incidents - 10% of saving because monitoring rollout)
730,00 € No profit
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There are 4 steps to be certificated on Lean Six Sigma:
12. Certifications
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What is Lean Six Sigma | goleansixsigma.com
URL: https://goleansixsigma.com/what-is-lean-six-sigma/
‘Lean Six Sigma’ | Wikipedia
URL: https://en.wikipedia.org/wiki/Lean_Six_Sigma
What is Six Sigma? | AU: T. M. Kubiak and Donald W. Benbow
URL: http://asq.org/learn-about-quality/six-sigma/overview/overview.html
Six Sigma vs. Lean Six Sigma | Villanova University
URL: http://www.villanovau.com/resources/six-sigma/six-sigma-vs-lean-six-sigma/#.V87e7UYqSJ8
LSSI – Lean Six Sigma Institute
URL: http://www.leansixsigmainstitute.org/
13. Sources used to expand knowledge
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Questions?
Many thanks ! Ramiro Cid
CISM, CGEIT, ISO 27001 LA, ISO 22301 LA, ITIL
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