SlideShare a Scribd company logo
Taguchi Method
   Presented by:
   Bobby Wyrwa




   Dr. Genichi Taguchi   IE672-852
                         Professor Bernier
                         4/25/12
Electrical Communication
              Laboratories




Murry Hill, New Jersey                              Tokyo, Japan



        Dr. Taguchi – Head of R&D Productivity and Product Quality
Concepts
Quality should be designed into the product and
not inspected into it

Quality is best achieved by minimizing the
deviation from the target

The cost of quality should be measured as a
function of deviation from the standard and the
losses should be measured system-wide
Quality Designed Into the Product


Quality improvement begins at the design
stage
Continues through to the production stage
Inspection, screening, or salvaging does
not improve poor quality
Quality should be based on the philosophy
of prevention.
Minimizing Deviation From the
            Target
Quality is directly related to the deviation of a
design parameter from the target value
Properties skewed toward one end of an
acceptance range yet show a shorter life
expectancy

– Step 1: Specify a target value
– Step 2: Develop manufacturing process to meet target
  value
Quality As a Function of Deviation


Measuring deviations from a given design
parameter in terms of the overall life cycle
costs of the product

Scrap, rework, inspections, returns, or
product replacement
Limitations of Quality Control

The need for timing with respect to
product/process development

Techniques MUST be applied in the early
stages of the design

Taguchi method may not always apply
Design Parameters for Reduced
          Variation

Reducing the variation around the target
– Easier to attain quality
Highly used for industrial settings
Low cost solutions can be found by
adjusting the levels and controlling the
variation of OTHER factors
Cost savings exceed the cost of additional
experiments
Example
   Process objective: Economic
manufacturing of high quality (color,
size, …) tiles

   Problem: Uneven size due to
temperature variation in kiln

   Traditional approach: Redesign kiln for
more even temperature distribution
($.5M investment with no guarantee)

   Robust design approach: Find a set
product or process design parameters
that makes the size insensitive to
temperature variation

  Solution: Increase lime content from
1% to 5% in clay
Thank You



Questions and Comments via Moodle

More Related Content

What's hot

Total quality control
Total quality controlTotal quality control
Total quality control
Aakash Bhongade
 
Statstical process control
Statstical process controlStatstical process control
Statstical process control
XenChisti
 
Tools and techniques used in tqm ppt
Tools and techniques used in tqm pptTools and techniques used in tqm ppt
Tools and techniques used in tqm ppt
abhandary
 
Strategic quality planning
Strategic quality planningStrategic quality planning
Strategic quality planning
Balaji Tamilselvam
 
Set up reduction
Set up reductionSet up reduction
Set up reduction
Anand Subramaniam
 
Kaizen Ppt
Kaizen PptKaizen Ppt
Kaizen Ppt
meetachal20
 
Statistical process control
Statistical process controlStatistical process control
Statistical process control
ANOOPA NARAYANAN
 
Taguchi.ppt
Taguchi.pptTaguchi.ppt
Taguchi.ppt
balajimechjtj
 
Control chart for variables
Control chart for variablesControl chart for variables
Control chart for variables
Sahul Hameed
 
Total Productive Maintenance - TPM
Total Productive Maintenance - TPM Total Productive Maintenance - TPM
Total Productive Maintenance - TPM
Achuthan Rajagopal
 
Quality Assurance vs. Quality Control in Manufacturing
Quality Assurance vs. Quality Control in ManufacturingQuality Assurance vs. Quality Control in Manufacturing
Quality Assurance vs. Quality Control in Manufacturing
Monarch Metal
 
Quality control
Quality controlQuality control
Quality control
Nitin Shekapure
 
Meaning &significance of spc
Meaning &significance of spcMeaning &significance of spc
Meaning &significance of spc
Saravanan Murugan
 
Quality control and inspection
Quality control and inspectionQuality control and inspection
Quality control and inspection
Samiksha Sawant
 
Design For Six Sigma
Design For Six SigmaDesign For Six Sigma
Design For Six Sigma
Anand Subramaniam
 
7 QC TOOLS PRESENTATION PPT
 7 QC TOOLS PRESENTATION PPT 7 QC TOOLS PRESENTATION PPT
7 QC TOOLS PRESENTATION PPT
Inter Alliance Werardt
 
Total Productive Maintenance
Total Productive MaintenanceTotal Productive Maintenance
Total Productive Maintenance
Anand Subramaniam
 
Dmadv overview 1
Dmadv overview 1Dmadv overview 1
SMED Setup & Lead Time Reduction
SMED Setup & Lead Time ReductionSMED Setup & Lead Time Reduction
SMED Setup & Lead Time Reduction
Anand Subramaniam
 
Acceptance sampling
Acceptance samplingAcceptance sampling
Acceptance sampling
Yunesh Senarathna
 

What's hot (20)

Total quality control
Total quality controlTotal quality control
Total quality control
 
Statstical process control
Statstical process controlStatstical process control
Statstical process control
 
Tools and techniques used in tqm ppt
Tools and techniques used in tqm pptTools and techniques used in tqm ppt
Tools and techniques used in tqm ppt
 
Strategic quality planning
Strategic quality planningStrategic quality planning
Strategic quality planning
 
Set up reduction
Set up reductionSet up reduction
Set up reduction
 
Kaizen Ppt
Kaizen PptKaizen Ppt
Kaizen Ppt
 
Statistical process control
Statistical process controlStatistical process control
Statistical process control
 
Taguchi.ppt
Taguchi.pptTaguchi.ppt
Taguchi.ppt
 
Control chart for variables
Control chart for variablesControl chart for variables
Control chart for variables
 
Total Productive Maintenance - TPM
Total Productive Maintenance - TPM Total Productive Maintenance - TPM
Total Productive Maintenance - TPM
 
Quality Assurance vs. Quality Control in Manufacturing
Quality Assurance vs. Quality Control in ManufacturingQuality Assurance vs. Quality Control in Manufacturing
Quality Assurance vs. Quality Control in Manufacturing
 
Quality control
Quality controlQuality control
Quality control
 
Meaning &significance of spc
Meaning &significance of spcMeaning &significance of spc
Meaning &significance of spc
 
Quality control and inspection
Quality control and inspectionQuality control and inspection
Quality control and inspection
 
Design For Six Sigma
Design For Six SigmaDesign For Six Sigma
Design For Six Sigma
 
7 QC TOOLS PRESENTATION PPT
 7 QC TOOLS PRESENTATION PPT 7 QC TOOLS PRESENTATION PPT
7 QC TOOLS PRESENTATION PPT
 
Total Productive Maintenance
Total Productive MaintenanceTotal Productive Maintenance
Total Productive Maintenance
 
Dmadv overview 1
Dmadv overview 1Dmadv overview 1
Dmadv overview 1
 
SMED Setup & Lead Time Reduction
SMED Setup & Lead Time ReductionSMED Setup & Lead Time Reduction
SMED Setup & Lead Time Reduction
 
Acceptance sampling
Acceptance samplingAcceptance sampling
Acceptance sampling
 

Viewers also liked

Taguchi method
Taguchi methodTaguchi method
Taguchi method
Mentari Pagi
 
Taguchi method
Taguchi methodTaguchi method
Taguchi method
Chandrmouli Singh
 
Introduction To Taguchi Method
Introduction To Taguchi MethodIntroduction To Taguchi Method
Introduction To Taguchi Method
Ramon Balisnomo
 
Seminar on Basics of Taguchi Methods
Seminar on Basics of Taguchi  MethodsSeminar on Basics of Taguchi  Methods
Seminar on Basics of Taguchi Methods
pulkit bajaj
 
Taguchi method
Taguchi methodTaguchi method
Taguchi method
yaka9217
 
Tqm taguchi
Tqm taguchiTqm taguchi
Tqm taguchi
Mentari Pagi
 
TAGUCHI- QUALITY GURU
TAGUCHI- QUALITY GURUTAGUCHI- QUALITY GURU
TAGUCHI- QUALITY GURU
Rajeev Sharan
 
Genichi Taguchi
Genichi TaguchiGenichi Taguchi
Genichi Taguchi
Nimal Namboodiripad
 
Genichi Taguchi and his CONTRIBUTIONS to Quality.
Genichi Taguchi and his CONTRIBUTIONS to Quality.Genichi Taguchi and his CONTRIBUTIONS to Quality.
Genichi Taguchi and his CONTRIBUTIONS to Quality.
Iranna Gotur
 
Taguchi Genichi - What is Quality
Taguchi Genichi - What is QualityTaguchi Genichi - What is Quality
Taguchi Genichi - What is Quality
coffeeRai
 
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
Ahmad Syafiq
 
Failure Mode Effect Analysis (FMEA)
Failure Mode Effect Analysis (FMEA)Failure Mode Effect Analysis (FMEA)
Failure Mode Effect Analysis (FMEA)
DEEPAK SAHOO
 
Optimization of Turning Parameters Using Taguchi Method
Optimization of Turning Parameters Using Taguchi MethodOptimization of Turning Parameters Using Taguchi Method
Optimization of Turning Parameters Using Taguchi Method
IJMER
 
Orthogonal array
Orthogonal arrayOrthogonal array
Orthogonal array
ATUL RANJAN
 
Taguchi method-process imp
Taguchi method-process impTaguchi method-process imp
Taguchi method-process imp
Tushar Rawat
 
Feigenbaum's Philosophy on Total Quality Management
Feigenbaum's Philosophy on Total Quality ManagementFeigenbaum's Philosophy on Total Quality Management
Feigenbaum's Philosophy on Total Quality Management
Piyush Tripathi
 
Armand v feigenbaum
Armand v feigenbaumArmand v feigenbaum
Armand v feigenbaum
Lau Carro
 
Armand V Feiganbaum
Armand V FeiganbaumArmand V Feiganbaum
Armand V Feiganbaum
Ambarish Nigam
 
Optimization techniques
Optimization techniquesOptimization techniques
Optimization techniques
kunal9689176018
 
FMEA Introduction.ppt
FMEA Introduction.pptFMEA Introduction.ppt
FMEA Introduction.ppt
bowerj
 

Viewers also liked (20)

Taguchi method
Taguchi methodTaguchi method
Taguchi method
 
Taguchi method
Taguchi methodTaguchi method
Taguchi method
 
Introduction To Taguchi Method
Introduction To Taguchi MethodIntroduction To Taguchi Method
Introduction To Taguchi Method
 
Seminar on Basics of Taguchi Methods
Seminar on Basics of Taguchi  MethodsSeminar on Basics of Taguchi  Methods
Seminar on Basics of Taguchi Methods
 
Taguchi method
Taguchi methodTaguchi method
Taguchi method
 
Tqm taguchi
Tqm taguchiTqm taguchi
Tqm taguchi
 
TAGUCHI- QUALITY GURU
TAGUCHI- QUALITY GURUTAGUCHI- QUALITY GURU
TAGUCHI- QUALITY GURU
 
Genichi Taguchi
Genichi TaguchiGenichi Taguchi
Genichi Taguchi
 
Genichi Taguchi and his CONTRIBUTIONS to Quality.
Genichi Taguchi and his CONTRIBUTIONS to Quality.Genichi Taguchi and his CONTRIBUTIONS to Quality.
Genichi Taguchi and his CONTRIBUTIONS to Quality.
 
Taguchi Genichi - What is Quality
Taguchi Genichi - What is QualityTaguchi Genichi - What is Quality
Taguchi Genichi - What is Quality
 
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
Design of Experiment (DOE): Taguchi Method and Full Factorial Design in Surfa...
 
Failure Mode Effect Analysis (FMEA)
Failure Mode Effect Analysis (FMEA)Failure Mode Effect Analysis (FMEA)
Failure Mode Effect Analysis (FMEA)
 
Optimization of Turning Parameters Using Taguchi Method
Optimization of Turning Parameters Using Taguchi MethodOptimization of Turning Parameters Using Taguchi Method
Optimization of Turning Parameters Using Taguchi Method
 
Orthogonal array
Orthogonal arrayOrthogonal array
Orthogonal array
 
Taguchi method-process imp
Taguchi method-process impTaguchi method-process imp
Taguchi method-process imp
 
Feigenbaum's Philosophy on Total Quality Management
Feigenbaum's Philosophy on Total Quality ManagementFeigenbaum's Philosophy on Total Quality Management
Feigenbaum's Philosophy on Total Quality Management
 
Armand v feigenbaum
Armand v feigenbaumArmand v feigenbaum
Armand v feigenbaum
 
Armand V Feiganbaum
Armand V FeiganbaumArmand V Feiganbaum
Armand V Feiganbaum
 
Optimization techniques
Optimization techniquesOptimization techniques
Optimization techniques
 
FMEA Introduction.ppt
FMEA Introduction.pptFMEA Introduction.ppt
FMEA Introduction.ppt
 

Similar to Taguchi presentation

Introduction to qm (1)
Introduction to qm (1)Introduction to qm (1)
Introduction to qm (1)
083805154
 
quality management system
quality management system quality management system
quality management system
RiyaRai26
 
Quality control and quality assurance
Quality control and quality assuranceQuality control and quality assurance
Quality control and quality assurance
Leola Ramirez
 
Product or Service Development Process
Product or Service Development Process Product or Service Development Process
Product or Service Development Process
Jawwad Jaskani
 
Quality Control-1
Quality Control-1Quality Control-1
Quality Control-1
Chandran Udumbasseri
 
Topic 7 Manufacture Evaluation
Topic 7 Manufacture EvaluationTopic 7 Manufacture Evaluation
Topic 7 Manufacture Evaluation
Jutka Czirok
 
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
Soma Maji
 
Cost Reduction using QMS-1
Cost Reduction using QMS-1Cost Reduction using QMS-1
Cost Reduction using QMS-1
chandbahadur mathur
 
Quality by design
Quality by design Quality by design
Quality by design
shashikant maurya
 
Enabling excellence to quality
Enabling excellence to qualityEnabling excellence to quality
Enabling excellence to quality
Ryan Chen
 
Amod Prakash Resume
Amod Prakash ResumeAmod Prakash Resume
Amod Prakash Resume
Amod Prakash
 
Qbd by Anthony Melvin Crasto for API
Qbd by Anthony Melvin Crasto for APIQbd by Anthony Melvin Crasto for API
Qbd by Anthony Melvin Crasto for API
Anthony Melvin Crasto Ph.D
 
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).pptSTATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
RDTCPOLYTECHNICMECHD
 
STATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2.pptSTATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
princeroy73
 
About. Quality
About.                           QualityAbout.                           Quality
About. Quality
sanjaimurugesan17
 
presentation on continuous process improvement,juran trilogy and strategies i...
presentation on continuous process improvement,juran trilogy and strategies i...presentation on continuous process improvement,juran trilogy and strategies i...
presentation on continuous process improvement,juran trilogy and strategies i...
vishnuvashist
 
Project managment 7
Project managment  7Project managment  7
Cost of quality
Cost of qualityCost of quality
Cost of quality
Kuala Lumpur, Malaysia
 
bm_unit_5.3_lean_production_and_quality_management (1).ppt
bm_unit_5.3_lean_production_and_quality_management (1).pptbm_unit_5.3_lean_production_and_quality_management (1).ppt
bm_unit_5.3_lean_production_and_quality_management (1).ppt
titarachmawati2
 
taguchi_method_2019BPR016.pptx
taguchi_method_2019BPR016.pptxtaguchi_method_2019BPR016.pptx
taguchi_method_2019BPR016.pptx
KrishnaDhondge3
 

Similar to Taguchi presentation (20)

Introduction to qm (1)
Introduction to qm (1)Introduction to qm (1)
Introduction to qm (1)
 
quality management system
quality management system quality management system
quality management system
 
Quality control and quality assurance
Quality control and quality assuranceQuality control and quality assurance
Quality control and quality assurance
 
Product or Service Development Process
Product or Service Development Process Product or Service Development Process
Product or Service Development Process
 
Quality Control-1
Quality Control-1Quality Control-1
Quality Control-1
 
Topic 7 Manufacture Evaluation
Topic 7 Manufacture EvaluationTopic 7 Manufacture Evaluation
Topic 7 Manufacture Evaluation
 
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
Quality Control, Quality Assurance and Total Quality Management in Dairy Indu...
 
Cost Reduction using QMS-1
Cost Reduction using QMS-1Cost Reduction using QMS-1
Cost Reduction using QMS-1
 
Quality by design
Quality by design Quality by design
Quality by design
 
Enabling excellence to quality
Enabling excellence to qualityEnabling excellence to quality
Enabling excellence to quality
 
Amod Prakash Resume
Amod Prakash ResumeAmod Prakash Resume
Amod Prakash Resume
 
Qbd by Anthony Melvin Crasto for API
Qbd by Anthony Melvin Crasto for APIQbd by Anthony Melvin Crasto for API
Qbd by Anthony Melvin Crasto for API
 
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).pptSTATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2 (1).ppt
 
STATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2.pptSTATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
STATISTICAL-QUALITY-CONTROL-ppt-3-2.ppt
 
About. Quality
About.                           QualityAbout.                           Quality
About. Quality
 
presentation on continuous process improvement,juran trilogy and strategies i...
presentation on continuous process improvement,juran trilogy and strategies i...presentation on continuous process improvement,juran trilogy and strategies i...
presentation on continuous process improvement,juran trilogy and strategies i...
 
Project managment 7
Project managment  7Project managment  7
Project managment 7
 
Cost of quality
Cost of qualityCost of quality
Cost of quality
 
bm_unit_5.3_lean_production_and_quality_management (1).ppt
bm_unit_5.3_lean_production_and_quality_management (1).pptbm_unit_5.3_lean_production_and_quality_management (1).ppt
bm_unit_5.3_lean_production_and_quality_management (1).ppt
 
taguchi_method_2019BPR016.pptx
taguchi_method_2019BPR016.pptxtaguchi_method_2019BPR016.pptx
taguchi_method_2019BPR016.pptx
 

Recently uploaded

The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
Stephen Cashman
 
Pitch Deck Teardown: Kinnect's $250k Angel deck
Pitch Deck Teardown: Kinnect's $250k Angel deckPitch Deck Teardown: Kinnect's $250k Angel deck
Pitch Deck Teardown: Kinnect's $250k Angel deck
HajeJanKamps
 
2024-6-01-IMPACTSilver-Corp-Presentation.pdf
2024-6-01-IMPACTSilver-Corp-Presentation.pdf2024-6-01-IMPACTSilver-Corp-Presentation.pdf
2024-6-01-IMPACTSilver-Corp-Presentation.pdf
hartfordclub1
 
2022 Vintage Roman Numerals Men Rings
2022 Vintage Roman  Numerals  Men  Rings2022 Vintage Roman  Numerals  Men  Rings
2022 Vintage Roman Numerals Men Rings
aragme
 
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
BBPMedia1
 
DearbornMusic-KatherineJasperFullSailUni
DearbornMusic-KatherineJasperFullSailUniDearbornMusic-KatherineJasperFullSailUni
DearbornMusic-KatherineJasperFullSailUni
katiejasper96
 
Chapter 7 Final business management sciences .ppt
Chapter 7 Final business management sciences .pptChapter 7 Final business management sciences .ppt
Chapter 7 Final business management sciences .ppt
ssuser567e2d
 
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
taqyea
 
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
Neil Horowitz
 
The Steadfast and Reliable Bull: Taurus Zodiac Sign
The Steadfast and Reliable Bull: Taurus Zodiac SignThe Steadfast and Reliable Bull: Taurus Zodiac Sign
The Steadfast and Reliable Bull: Taurus Zodiac Sign
my Pandit
 
Call8328958814 satta matka Kalyan result satta guessing
Call8328958814 satta matka Kalyan result satta guessingCall8328958814 satta matka Kalyan result satta guessing
Call8328958814 satta matka Kalyan result satta guessing
➑➌➋➑➒➎➑➑➊➍
 
Observation Lab PowerPoint Assignment for TEM 431
Observation Lab PowerPoint Assignment for TEM 431Observation Lab PowerPoint Assignment for TEM 431
Observation Lab PowerPoint Assignment for TEM 431
ecamare2
 
Top mailing list providers in the USA.pptx
Top mailing list providers in the USA.pptxTop mailing list providers in the USA.pptx
Top mailing list providers in the USA.pptx
JeremyPeirce1
 
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
Lacey Max
 
Top 10 Free Accounting and Bookkeeping Apps for Small Businesses
Top 10 Free Accounting and Bookkeeping Apps for Small BusinessesTop 10 Free Accounting and Bookkeeping Apps for Small Businesses
Top 10 Free Accounting and Bookkeeping Apps for Small Businesses
YourLegal Accounting
 
Best Forex Brokers Comparison in INDIA 2024
Best Forex Brokers Comparison in INDIA 2024Best Forex Brokers Comparison in INDIA 2024
Best Forex Brokers Comparison in INDIA 2024
Top Forex Brokers Review
 
Part 2 Deep Dive: Navigating the 2024 Slowdown
Part 2 Deep Dive: Navigating the 2024 SlowdownPart 2 Deep Dive: Navigating the 2024 Slowdown
Part 2 Deep Dive: Navigating the 2024 Slowdown
jeffkluth1
 
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Kalyan Satta Matka Guessing Matka Result Main Bazar chart
 
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel ChartSatta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
➒➌➎➏➑➐➋➑➐➐Dpboss Matka Guessing Satta Matka Kalyan Chart Indian Matka
 
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
APCO
 

Recently uploaded (20)

The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
 
Pitch Deck Teardown: Kinnect's $250k Angel deck
Pitch Deck Teardown: Kinnect's $250k Angel deckPitch Deck Teardown: Kinnect's $250k Angel deck
Pitch Deck Teardown: Kinnect's $250k Angel deck
 
2024-6-01-IMPACTSilver-Corp-Presentation.pdf
2024-6-01-IMPACTSilver-Corp-Presentation.pdf2024-6-01-IMPACTSilver-Corp-Presentation.pdf
2024-6-01-IMPACTSilver-Corp-Presentation.pdf
 
2022 Vintage Roman Numerals Men Rings
2022 Vintage Roman  Numerals  Men  Rings2022 Vintage Roman  Numerals  Men  Rings
2022 Vintage Roman Numerals Men Rings
 
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
NIMA2024 | De toegevoegde waarde van DEI en ESG in campagnes | Nathalie Lam |...
 
DearbornMusic-KatherineJasperFullSailUni
DearbornMusic-KatherineJasperFullSailUniDearbornMusic-KatherineJasperFullSailUni
DearbornMusic-KatherineJasperFullSailUni
 
Chapter 7 Final business management sciences .ppt
Chapter 7 Final business management sciences .pptChapter 7 Final business management sciences .ppt
Chapter 7 Final business management sciences .ppt
 
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
一比一原版新西兰奥塔哥大学毕业证(otago毕业证)如何办理
 
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
Brian Fitzsimmons on the Business Strategy and Content Flywheel of Barstool S...
 
The Steadfast and Reliable Bull: Taurus Zodiac Sign
The Steadfast and Reliable Bull: Taurus Zodiac SignThe Steadfast and Reliable Bull: Taurus Zodiac Sign
The Steadfast and Reliable Bull: Taurus Zodiac Sign
 
Call8328958814 satta matka Kalyan result satta guessing
Call8328958814 satta matka Kalyan result satta guessingCall8328958814 satta matka Kalyan result satta guessing
Call8328958814 satta matka Kalyan result satta guessing
 
Observation Lab PowerPoint Assignment for TEM 431
Observation Lab PowerPoint Assignment for TEM 431Observation Lab PowerPoint Assignment for TEM 431
Observation Lab PowerPoint Assignment for TEM 431
 
Top mailing list providers in the USA.pptx
Top mailing list providers in the USA.pptxTop mailing list providers in the USA.pptx
Top mailing list providers in the USA.pptx
 
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
How are Lilac French Bulldogs Beauty Charming the World and Capturing Hearts....
 
Top 10 Free Accounting and Bookkeeping Apps for Small Businesses
Top 10 Free Accounting and Bookkeeping Apps for Small BusinessesTop 10 Free Accounting and Bookkeeping Apps for Small Businesses
Top 10 Free Accounting and Bookkeeping Apps for Small Businesses
 
Best Forex Brokers Comparison in INDIA 2024
Best Forex Brokers Comparison in INDIA 2024Best Forex Brokers Comparison in INDIA 2024
Best Forex Brokers Comparison in INDIA 2024
 
Part 2 Deep Dive: Navigating the 2024 Slowdown
Part 2 Deep Dive: Navigating the 2024 SlowdownPart 2 Deep Dive: Navigating the 2024 Slowdown
Part 2 Deep Dive: Navigating the 2024 Slowdown
 
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
 
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel ChartSatta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
Satta Matka Dpboss Matka Guessing Kalyan Chart Indian Matka Kalyan panel Chart
 
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
 

Taguchi presentation

  • 1. Taguchi Method Presented by: Bobby Wyrwa Dr. Genichi Taguchi IE672-852 Professor Bernier 4/25/12
  • 2. Electrical Communication Laboratories Murry Hill, New Jersey Tokyo, Japan Dr. Taguchi – Head of R&D Productivity and Product Quality
  • 3. Concepts Quality should be designed into the product and not inspected into it Quality is best achieved by minimizing the deviation from the target The cost of quality should be measured as a function of deviation from the standard and the losses should be measured system-wide
  • 4. Quality Designed Into the Product Quality improvement begins at the design stage Continues through to the production stage Inspection, screening, or salvaging does not improve poor quality Quality should be based on the philosophy of prevention.
  • 5. Minimizing Deviation From the Target Quality is directly related to the deviation of a design parameter from the target value Properties skewed toward one end of an acceptance range yet show a shorter life expectancy – Step 1: Specify a target value – Step 2: Develop manufacturing process to meet target value
  • 6. Quality As a Function of Deviation Measuring deviations from a given design parameter in terms of the overall life cycle costs of the product Scrap, rework, inspections, returns, or product replacement
  • 7. Limitations of Quality Control The need for timing with respect to product/process development Techniques MUST be applied in the early stages of the design Taguchi method may not always apply
  • 8. Design Parameters for Reduced Variation Reducing the variation around the target – Easier to attain quality Highly used for industrial settings Low cost solutions can be found by adjusting the levels and controlling the variation of OTHER factors Cost savings exceed the cost of additional experiments
  • 9. Example Process objective: Economic manufacturing of high quality (color, size, …) tiles Problem: Uneven size due to temperature variation in kiln Traditional approach: Redesign kiln for more even temperature distribution ($.5M investment with no guarantee) Robust design approach: Find a set product or process design parameters that makes the size insensitive to temperature variation Solution: Increase lime content from 1% to 5% in clay
  • 10. Thank You Questions and Comments via Moodle