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The University of Texas at Arlington

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Presentation on theme: "The University of Texas at Arlington"— Presentation transcript:

1 The University of Texas at Arlington
Lean Six Sigma An Overview January 8, 2004 Russ Aikman The University of Texas at Arlington

2 Topics What is Lean Six Sigma? Why Lean Six Sigma? LSS Tools & Methods
Six Sigma vs. Lean Roles & Responsibilities Origins DMAIC Process Why Lean Six Sigma? LSS Tools & Methods LSS Examples & Exercise Keys to Success Lean Six Sigma Overview

3 Key to Success: FOCUS “Be aggressive.”
What is Lean Six Sigma? “Be aggressive.” Michael Jordan’s advice to an NBA rookie “It’s hard to be aggressive when you don’t know who to hit.” Vince Lombardi Key to Success: FOCUS Lean Six Sigma Overview

4 What is Lean Six Sigma? Lean Six Sigma is a process improvement methodology that has proven successful in a variety of industries. Lean and Six Sigma combined are the most powerful combination of improvement strategies and tools to achieve excellence across the enterprise. Lean Six Sigma Overview

5 Lean Six Sigma Is the Integration of Two Powerful Business Improvement Approaches...
Lean Speed + Low Cost Six Sigma Culture + Quality Goal – Reduce waste and increase process speed Focus – Use VSM to identify & eliminate waste (non value add activities and causes of delay) Method – Kaizen events Goal – Improve performance on Customer CTQs Focus – Use DMAIC with TQM tools to eliminate variation Method – Management engagement, 1% dedicated as Champions and Black Belts Lean Speed Enables Six Sigma Quality (Faster Cycles of Learning) Six Sigma Quality Enables Lean Speed (Fewer Defects Means Less Time Spent on Rework) Lean Six Sigma Overview

6 What is Six Sigma? A statistical measure for determining process capability (Six Sigma equates to 3.4 defects per million opportunities) A proven set of tools and tactics for reducing variation A successful business strategy (in use by GE, Motorola, Texas Instruments and Allied Signal) A comprehensive philosophy about operational excellence A complementary discipline to existing tools Lean Six Sigma Overview

7 Defects Per Million Opportunities
What is Six Sigma? s Yield DPMO 2 3 4 5 6 69.2% 93.3% 99.4% 99.97% % 308,537 66,807 6,210 233 3.4 Process Capability Defects Per Million Opportunities Lean Six Sigma Overview

8 Theme: Elimination of Variability
What is Six Sigma? Origins and History Motorola was the first advocate in the 80’s Many other companies have embraced Six Sigma, including GE, Allied Signal, Sony, 3M, Bank of America, First Data, et al Involves use of statistical tools on projects that yield high ROI Top-down program with Executive and Champion support GE annual reports states that Six Sigma delivered: $300 million to its operating income in 1997 $750 million to the bottom line in 1998 Theme: Elimination of Variability Lean Six Sigma Overview

9 What is Six Sigma? The DMAIC Process
Define Measure Analyze Improve Control Six Sigma projects are managed through five phases At the end of each phase a meeting (Gate Review) is held to assess whether the project should continue A project can be cancelled at any point in the DMAIC The tools, methods, and goals of each phase are different The final phase – Control – is used to ensure that project results are sustained Lean Six Sigma Overview

10 What is Six Sigma? Roles & Responsibilities
Executive Management Establish organization vision & goals Make decisions on LSS infrastructure Commission LSS deployment teams Project Champions Project selection & prioritization Project management: Gate Reviews Process Owners Process support & expertise Lean Six Sigma Overview

11 What is Six Sigma? Roles & Responsibilities
Black Belts Change agent & Project Team Leader 100% dedicated to process improvement Green Belts Data collection & analysis, project support Project team leader for smaller projects Six Sigma Team Data collection, process expertise, solution development, project support, implementation Lean Six Sigma Overview

12 Black Belts are Change Agents for institutionalizing Lean Six Sigma
What is Six Sigma? The Role of Black Belts Lead strategic, high impact process improvement projects Master basic and advanced breakthrough lean and statistical tools & methods Deploys techniques of Measurement, Analysis, Improvement and Control Learns through intensive training program Black Belts are Change Agents for institutionalizing Lean Six Sigma Lean Six Sigma Overview

13 What is Six Sigma? Project Selection to Maximize ROIC
EP = Economic Profit ROIC = Return on Invested Capital WACC = Weighted Average Cost of Capital ROIC = Profit After Tax/Invested Capital: Drive Cost and Invested Capital down, revenue up Invested Capital ~ Inventory + PP&E + A/R Lean Six Sigma Overview

14 Theme: Elimination of Waste
What is Lean? Origins and History Pioneered by Toyota ( ), based on ideas of Henry Ford Discovered much later by Western companies Known by many names: Toyota Production System Just-In-Time production Flow production Systems viewpoint A system of local optimums does not yield an optimum system Theme: Elimination of Waste Lean Six Sigma Overview

15 2. Identify the Value Stream 3. Flow 4. Pull 5. Perfection
What is Lean? The Basics 1. Specify Value 2. Identify the Value Stream 3. Flow 4. Pull 5. Perfection Lean Six Sigma Overview

16 What is Lean? 1. Specify Value
Value addition is judged by the customer Product / service value definition Specific products or services With specific capabilities / features At specific prices Through dialogue with specific customers Lean Six Sigma Overview

17 What is Lean? 2. Identify the Value Stream
The value stream is all of the activities that are necessary to bring a specific product through three critical business tasks: Problem solving Information management Physical transformation Lean Six Sigma Overview

18 What is Lean? 3. Flow The distance that a product must travel and the time it takes In a pure lean environment, a product never stops moving, unless value-add work is being performed Lean Six Sigma Overview

19 What is Lean? 4. Pull Real customer demand pulls products / services through the system Inventory is waste Producing items / services that are not sold is waste Remove excess capacity or increase the rate of customer pull Lean Six Sigma Overview

20 What is Lean? 5. Perfection
Process waste is identified and eliminated Reduction of effort Reduction of wait time Reduction of space Reduction of cost Reduction of mistakes Increasing customer satisfaction Lean Six Sigma Overview

21 Why Lean Six Sigma? The Synergy of Lean and Six Sigma
Where We Need to Be... Reduced Complexity Timely Information Doing It Right the First Time Improved Systems Satisfied Customers Short Cycle Times Consistent Processes Today’s Environment… Too Many Hand-Offs Not Enough Information Too Much Rework Manually Intensive Missing Customer CTQs Long Cycle Times Inconsistent Processes Lean Six Sigma Overview

22 Why Lean Six Sigma? Is a 99% quality level good enough?
The “goodness level” of 99% equates to: 20,000 lost articles of mail per hour Unsafe drinking water almost 15 minutes each day 5,000 incorrect surgical operations per week 2 short or long landings at major airports each day 200,000 wrong drug prescriptions each year No electricity for almost 7 hours per month Lean Six Sigma Overview

23 Why Lean Six Sigma? Typical Business Processes
Inconsistent product delivery and poor quality reduce sales and customer retention Most processes: High Waste, Low Value-Add In a value stream, material spends ~95% of its time waiting and in other non-value add activities Poor quality increases process lead time Capacity problems can be masked by slow cycle times Lean tools accelerate lead time reduction Six Sigma brings a process under control Lean Six Sigma Overview

24 Why Lean Six Sigma? Overall Yield vs. Sigma 1 93.32% 99.379% 99.9767
(Distribution Shifted ±1.5s) # of Steps ±3s ±4s ±5s ±6s 1 93.32% 99.379% % 7 61.63 95.733 99.839 10 50.08 93.96 99.768 20 25.08 88.29 99.536 40 6.29 77.94 99.074 Lean Six Sigma Drives Quality, Speed and Cost Simultaneously Lean Reduces Non-Valued Add Steps Six Sigma Improves Quality of Value Add Steps Source: Six Sigma Research Institute, Motorola University, Motorola, Inc. Lean Six Sigma Overview

25 Why Lean Six Sigma? The Synergy of Lean and Six Sigma
Combines the strategy and solution sets inherent in Lean with the cultural, organizational process and analytical tools of Six Sigma. With the result that we … respond to our customers better, faster with less waste Lean Six Sigma Lean Six Sigma Overview

26 DMAIC Improvement Process Road Map
Activities Analyze Control Improve Measure Define Identify Problem Complete Charter Develop SIPOC Map Map Business Process Map Value Stream Gather Voice of the Customer & Voice of the Business Develop CCR’s & CBR’s Finalize Project Focus Propose Critical X’s Prioritize Critical X’s Conduct Root Cause Analysis on Critical X’s Validate Critical X’s Estimate the Impact of Each X on Y Quantify the Opportunity Prioritize Root Causes Develop Potential Solutions Develop Evaluation Criteria & Select Best Solutions Evaluate Solution for Risk Optimize Solution Develop ‘To-Be’ Process Map(s) and High-Level Implementation Plan Develop Pilot Plan & Pilot Solution Develop SOP’s, Training Plan & Process Control System Implement Process Changes and Controls Monitor & Stabilize Process Transition Project to Process Owner Identify Project Replication Opportunities Calculate Financial Benefits Pareto Charts Project Selection Tools PIP Management Process Value Stream Map Various Financial Analysis Charter Form Stakeholder Analysis Communication Plan SIPOC Map High-Level Process Map Non-Value Added Analysis VOC and Kano Analysis RACI and Quad Charts Operational Definitions Data Collection Plan Statistical Sampling Measurement System Analysis (MSA), Gage R&R Constraint Identification Setup Reduction Generic Pull Kaizen TPM Control Charts Process Capability, Cp & Cpk C&E Matrix C&E/Fishbone Diagrams Brainstorming Detailed ‘As-Is’ Process Maps Basic Statistical Tools SupplyChainAccelerator Analysis Non Value-Added Analysis Hypothesis Testing FMEA Box Plots Interaction Plots Simple & Multiple Regression ANOVA Benchmarking Process Improvement Techniques Line Balancing Process Flow Improvement Replenishment Pull Purchasing and Sales Strategy Poka-Yoke Solution Selection Matrix ‘To-Be’ Process Maps Piloting and Simulation Standard Operating Procedures (SOP’s) Training Plan Implementation Plan Visual Process Control Process Control Plans Project Commissioning Project Replication Plan-Do-Check-Act Cycle Identify Key Input, Process and Output Metrics Develop Operational Definitions Develop Data Collection Plan Validate Measurement System Collect Baseline Data Determine Process Performance/Capability Validate Business Opportunity Tools Lean Six Sigma Overview

27 DMAIC Process Enables Project Focus
“Many Potential Projects” Define Single Project Selected “Where are we now?” Project Baseline Measured Measure “Many Potential Root Causes” Analyze Root Causes Identified And Verified “What is the solution?” Improve Improvements Tested and Measured “How do we sustain the gains” Control Self-Sustaining Institutionalized Process Lean Six Sigma Overview

28 Lean Six Sigma Tools & Methods The Funnel Effect
Brainstorming Pareto Cause & Effect diagram Gage R&R C&E matrix Control Charts FMEA Confidence Intervals Components of Variation Regression ANOVA Hypothesis tests Two Factor ANOVA Screening DOE Characterization DOE Full Factorial Control Plan SOP Measure KPIVs KPIVs Analyze KPIVs Improve KPIVs 5-15 Control KPIVs 3-5 Lean Six Sigma Overview

29 Lean Six Sigma Tools & Methods
Combination of Basic and Advanced LSS Tools are used, depending on the problem ‘Nothing new under the sun . . .’ Most tools have been in existence for decades One key to success: Knowing when to use a specific tool Lean Six Sigma Overview

30 Lean Six Sigma Tools & Methods Basic Tools
Primarily involve: Brainstorming & idea generation Classification & prioritization Decision making Solving ‘easy’ problems Intuitive in nature; easily taught, understood, and applied Ideal for use with teams and user groups Lean Six Sigma Overview

31 Lean Six Sigma Tools & Methods Basic Tools – Examples
Brainstorming Check Sheets Run Charts Histograms Box Plots Scatter Diagrams Pareto Analysis C&E/Fishbone Diagrams Nominal Group Technique Force Field Analysis Affinity Analysis Process Mapping Cause-and-Effect Matrix Value Stream Mapping Process Flow Mistake Proofing Setup Reduction / SMED Visual controls Kaizen Blitz 5S Lean Six Sigma Overview

32 Lean Six Sigma Tools & Methods Advanced Tools
Statistical tools requiring more in-depth knowledge of statistical principles and analytical techniques. Lean tools may involve multi-company, multi-functional, or senior management participation to formulate and implement. Lean Six Sigma Overview

33 Lean Six Sigma Tools & Methods Advanced Tools – Examples
Measurement Systems Analysis Cp & Cpk Main Effects Plots Interaction Plots Regression Analysis Analysis of Variance (ANOVA) Failure Modes & Effects Analysis (FMEA) Design of Experiments (DOE) Control Charts Hypothesis Testing Quality Function Deployment Confidence Intervals Strategic Sourcing and Partnering Sales & Operations Planning Generic Pull Systems Replenishment Pull Systems Constraint Management Line Balancing Lean Six Sigma Overview

34 LSS Example Inventory Accuracy Problem Lean Six Sigma Overview

35 LSS Examples: Product Companies at Full Deployment
Lean Six Sigma Overview

36 LSS Examples: Services Companies at Full Deployment
Lean Six Sigma Overview

37 Keys to Success Deployment Principles That Always Work
Executive engagement (CEO and direct reports) A strong and respected Corporate Deployment Champion should report to CEO P&L owners own resources & are accountable for project results Deploy critical mass of key resources full-time (Black Belts = 1%) Resources should be selected from “future leaders of the company” Lean Six Sigma Overview

38 Keys to Success Deployment Principles That Always Work
Establish a process for Value Based Project Identification and Selection within the business Select Value Streams based on customer needs and value creation Prioritize and staff critical projects in the Value Stream based on delay time Actively reduce Projects in Process to reduce project cycle times Track results rigorously: Lean Six Sigma results should “pay as you go” and be confirmed by objective parties Black Belts must have team leadership skills Provide a “performance improvement” platform that allows for future innovations Lean Six Sigma Overview

39 Conclusion Lean Six Sigma is a powerful process improvement methodology Six Sigma Focus: Elimination of Variation Lean Focus: Elimination of Waste Lean and Six Sigma are complementary Project Selection to Maximize ROIC is Critical DMAIC Provides a Structured Approach to Project Management Lean Six Sigma is being used in a variety of industries with success Lean Six Sigma Overview

40 Questions & Answers ? ? ? ? ? ? ? ? ? ? ? ? ? Lean Six Sigma Overview

41 For More Information... Russ Aikman (817) 307-0400
Mark Sessumes (817) Lean Six Sigma Overview

42 Established in 1986, George Group pioneered the deployment of Lean methods in the United States. We have built our reputation deploying successful enterprise-wide performance improvement programs for nearly 15 years in over 100 manufacturing and service companies, including Caterpillar, ITT Industries, United Technologies, Flextronics, Johns Manville, GE and many others. Today, we are the global leader in designing and implementing Lean Six Sigma programs. We design programs to meet specific goals of the CEO, and provide support to our clients in achieving and sustaining results. What distinguishes us, according to our clients, is the value of our intellectual capital and software, the depth of our resources and experience, the clear connections we make between performance improvement and value creation, the flexibility to customize a Lean Six Sigma program for each organization, our professional alliances, global coverage, and our proprietary software. Above all, our clients value our unrelenting focus on delivering sustained improvements in operational performance and shareholder value.


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