SlideShare a Scribd company logo
1 of 22
Download to read offline
© 2021 Minitab, LLC.
Learn to Drive
Product and
Process
Development
2
© 2021 Minitab, LLC.
3
• 20+ years applying and
teaching data analytics tools
to solve business problems
in manufacturing,
engineering, supply chain,
finance, human resources.
• Certified Lean Six Sigma
Master Black Belt.
• MS in ME and MBA from
Marquette University.
• ASQ, PMI, ASA
Meet the Presenter:
Antonio Vargas
Minitab Solutions Architect
© 2021 Minitab, LLC.
4
For this webinar
• No previous knowledge of
Minitab Statistical Software or
Minitab Workspace is required.
• Familiarity with Product and Process
Development is helpful.
• Curiosity is essential!
© 2021 Minitab, LLC.
Agenda
5
1. Automotive Industry
Challenges
2. Turning Points
3. Design and Manufacturing
of AV-EVs
4. Questions
© 2021 Minitab, LLC.
6
Automotive Industry Challenges
• Environmentalist pressure and
fuel dependence
• Rise of car sharing
• Chinese and emerging markets
• Electric vehicles
• Smart, connected, and self-driving
vehicles.
Various sources:
IHS Automotive, Digitalist Magazine.
© 2021 Minitab, LLC.
7
Turning Points
• Customer Acceptance
• Total Cost of Ownership
• Technical Maturity
• Expanded portfolio of models
• Supportive Regulations
Source:
BAIN & Company, Electric and Autonomous Vehicles: The Future Is Now
© 2021 Minitab, LLC.
8
Design and Manufacturing of an AV+EV
Board of Directors:
We need to develop a reliable and
affordable autonomous-electric vehicle
(AV-EV) within the next 3 years in order
to strengthen our position in the market.
Marketing:
The solution: the eAuto!
Engineering:
Our current Lithium-ion
batteries experience
severe energy density
degradation after 50,000
miles when exposed to
extreme temperatures.
Manufacturing:
Improve the quality
levels in the
manufacturing of
Lithium-ion
batteries to prevent
underperformance
and safety risks.
© 2021 Minitab, LLC.
Continuous Improvement
CAPA
Variation Reduction
Customer Satisfaction
…
…
Product Validation
DFMEA
DFM/DFA
Design Verification
…
…
Plan and Design
Voice of the Customer
Kano Model
Quality Function Deployment
Product Reliability
...
…
Process Validation
Process Capability
Design of Experiments
Monte Carlo Simulation
…
…
Product and Process Development
© 2021 Minitab, LLC.
10
It all starts with the Customer
Voice of the Customer
To improve customer satisfaction, we
must understand what is important to
the customer, their expressed and
unexpressed needs.
Understanding the VOC must be done
during the planning phase and translate
it into metrics that address what is
important to the customer in terms of
service, quality and delivery.
e …
© 2021 Minitab, LLC.
11
Understanding needs and wants
© 2021 Minitab, LLC.
12
How does the customer feel about product features?
Kano Model
A graphical approach for evaluating the relative importance of delighters,
satisfiers and dissatisfiers from the customer point of view.
Discover what product or service features customers value the most.
Quality Function Deployment
Useful tool for translating the VOC to specific and measurable requirements that
can be used to design improved products and processes.
© 2021 Minitab, LLC.
13
Translating customer needs to specifications
© 2021 Minitab, LLC.
14
Designs that always work
Product Reliability
Probability a product will adequately
perform its specified purpose for a
specified period under specified
conditions.
Reliability can be used to determine the
life expectancy of a particular design.
Reliability can be used to validate
improvements made in a new design.
© 2021 Minitab, LLC.
15
Analyzing Failure Modes
Accelerated Life Testing
Expected Failure
Distribution Analysis
Warranty
© 2021 Minitab, LLC.
16
Robust Processes
Process Capability
Process capability helps us quantify how well a process can meet customer’s
specifications.
Process capability helps us determine the best way to improve and monitor
processes to make sure they can meet customers needs.
Design of Experiments
It is a systematic method used to evaluate the effect of input variables (factors)
on the output (response).
Many factors can be efficiently evaluated by running a subset of the total
number of combinations that exist.
© 2021 Minitab, LLC.
17
Finding Factors that Affect Process Capability
© 2021 Minitab, LLC.
18
Exceeding Customer Expectations
Monte Carlo Simulation
Quantitative analysis that accounts for
the risk and uncertainty of a system by
including the variability in the inputs.
The simulation provides expected
values based on equations that define
the relationship between the inputs (X)
and outputs (Y).
These may be known equations or
based on models created from a
designed experiment (DOE).
© 2021 Minitab, LLC.
19
Robust Processes
© 2021 Minitab, LLC.
20
Disruption calls for bold decisions and ruthless focus
Post COVID pandemic, conserving cash and
containing costs have become urgent priorities.
Balance between innovation and efficiency on
the accelerated timeline of today’s market.
Real-time model: do more, do it faster, and do it
with fewer resources.
Organizations must become more intelligent in
the way they’re structured and how they operate.
Hierarchies and silos are less important than
seamless collaboration.
© 2021 Minitab, LLC.
22
© 2021 Minitab, LLC.
23
Upcoming Webinar
Join us on Wednesday, April 21
to meet Minitab Engage™
Register for free at this link:
http://info.minitab.com/meet-
minitab-engage-webinar
© 2021 Minitab, LLC.
Thank You!
From all of us at

More Related Content

More from Minitab, LLC

Strukturierte problemloesung mit datenunterstuetzung
Strukturierte problemloesung mit datenunterstuetzungStrukturierte problemloesung mit datenunterstuetzung
Strukturierte problemloesung mit datenunterstuetzung
Minitab, LLC
 
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
Minitab, LLC
 
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
Minitab, LLC
 

More from Minitab, LLC (20)

La puissance du machine learning et des algorithmes cart au service des métiers
La puissance du machine learning et des algorithmes cart au service des métiersLa puissance du machine learning et des algorithmes cart au service des métiers
La puissance du machine learning et des algorithmes cart au service des métiers
 
Strukturierte problemloesung mit datenunterstuetzung
Strukturierte problemloesung mit datenunterstuetzungStrukturierte problemloesung mit datenunterstuetzung
Strukturierte problemloesung mit datenunterstuetzung
 
Tips & Tricks for CART (Classification and Regression Trees) in Minitab Stati...
Tips & Tricks for CART (Classification and Regression Trees) in Minitab Stati...Tips & Tricks for CART (Classification and Regression Trees) in Minitab Stati...
Tips & Tricks for CART (Classification and Regression Trees) in Minitab Stati...
 
Visualizaciones que crean impacto: Vea las novedades de Minitab Statistical ...
Visualizaciones que crean impacto:  Vea las novedades de Minitab Statistical ...Visualizaciones que crean impacto:  Vea las novedades de Minitab Statistical ...
Visualizaciones que crean impacto: Vea las novedades de Minitab Statistical ...
 
Visualizations that make an impact - see what s new in minitab statistical s...
Visualizations that make an impact  - see what s new in minitab statistical s...Visualizations that make an impact  - see what s new in minitab statistical s...
Visualizations that make an impact - see what s new in minitab statistical s...
 
Powerful Statistical Tools in the Pharmaceutical and Medical Devices Industry...
Powerful Statistical Tools in the Pharmaceutical and Medical Devices Industry...Powerful Statistical Tools in the Pharmaceutical and Medical Devices Industry...
Powerful Statistical Tools in the Pharmaceutical and Medical Devices Industry...
 
Statistical solutions to help you with 5 FDA medical devices stages
Statistical solutions to help you with 5 FDA medical devices stagesStatistical solutions to help you with 5 FDA medical devices stages
Statistical solutions to help you with 5 FDA medical devices stages
 
Maximize Efficiency with Minitab Workspace and Minitab Statistical Software -...
Maximize Efficiency with Minitab Workspace and Minitab Statistical Software -...Maximize Efficiency with Minitab Workspace and Minitab Statistical Software -...
Maximize Efficiency with Minitab Workspace and Minitab Statistical Software -...
 
Machine Learning with Classification & Regression Trees - APAC
Machine Learning with Classification & Regression Trees - APAC Machine Learning with Classification & Regression Trees - APAC
Machine Learning with Classification & Regression Trees - APAC
 
Performing at your best turning words into numbers and numbers into data driv...
Performing at your best turning words into numbers and numbers into data driv...Performing at your best turning words into numbers and numbers into data driv...
Performing at your best turning words into numbers and numbers into data driv...
 
Machine Learning with Binary Logistic Regression - APAC
Machine Learning with Binary Logistic Regression - APACMachine Learning with Binary Logistic Regression - APAC
Machine Learning with Binary Logistic Regression - APAC
 
Machine Learning with Multiple Regression - APAC
Machine Learning with Multiple Regression - APACMachine Learning with Multiple Regression - APAC
Machine Learning with Multiple Regression - APAC
 
Unleashing the Power of Python Using the New Minitab/Python Integration Modul...
Unleashing the Power of Python Using the New Minitab/Python Integration Modul...Unleashing the Power of Python Using the New Minitab/Python Integration Modul...
Unleashing the Power of Python Using the New Minitab/Python Integration Modul...
 
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
Einführung in den Minitab Workspace_Visuelle Toolkit zur Verbesserung Ihrer A...
 
Discover Minitab Workspace - The Ultimate Visual Toolkit to Elevate Your Work...
Discover Minitab Workspace - The Ultimate Visual Toolkit to Elevate Your Work...Discover Minitab Workspace - The Ultimate Visual Toolkit to Elevate Your Work...
Discover Minitab Workspace - The Ultimate Visual Toolkit to Elevate Your Work...
 
Melhore seu conhecimento sobre analise de dados com a versao mais recente do ...
Melhore seu conhecimento sobre analise de dados com a versao mais recente do ...Melhore seu conhecimento sobre analise de dados com a versao mais recente do ...
Melhore seu conhecimento sobre analise de dados com a versao mais recente do ...
 
Pilotez, structurez et cartographiez vos processus avec minitab workspace
Pilotez, structurez et cartographiez vos processus avec minitab workspacePilotez, structurez et cartographiez vos processus avec minitab workspace
Pilotez, structurez et cartographiez vos processus avec minitab workspace
 
Boost Your Data Expertise with the Latest Release of Minitab Statistical Soft...
Boost Your Data Expertise with the Latest Release of Minitab Statistical Soft...Boost Your Data Expertise with the Latest Release of Minitab Statistical Soft...
Boost Your Data Expertise with the Latest Release of Minitab Statistical Soft...
 
Minitab Preview Training: Introduction to t-Tests for Manufacturing
Minitab Preview Training: Introduction to t-Tests for ManufacturingMinitab Preview Training: Introduction to t-Tests for Manufacturing
Minitab Preview Training: Introduction to t-Tests for Manufacturing
 
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
Praesentation - Identifizieren und eliminieren sie ihre analytischen schwachp...
 

Recently uploaded

%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
masabamasaba
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
masabamasaba
 
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
masabamasaba
 
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
masabamasaba
 

Recently uploaded (20)

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
What Goes Wrong with Language Definitions and How to Improve the Situation
What Goes Wrong with Language Definitions and How to Improve the SituationWhat Goes Wrong with Language Definitions and How to Improve the Situation
What Goes Wrong with Language Definitions and How to Improve the Situation
 
%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Toronto Psychic Readings, Attraction spells,Brin...
 
AI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplateAI & Machine Learning Presentation Template
AI & Machine Learning Presentation Template
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
 
Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf
Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdfPayment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf
Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf
 
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
 
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
 
%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Harare%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Harare
 
WSO2CON 2024 - Cloud Native Middleware: Domain-Driven Design, Cell-Based Arch...
WSO2CON 2024 - Cloud Native Middleware: Domain-Driven Design, Cell-Based Arch...WSO2CON 2024 - Cloud Native Middleware: Domain-Driven Design, Cell-Based Arch...
WSO2CON 2024 - Cloud Native Middleware: Domain-Driven Design, Cell-Based Arch...
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the past
 
WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
 
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
 
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
 
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
 
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
 

Learn to drive product and process development presentation slides

  • 1. © 2021 Minitab, LLC. Learn to Drive Product and Process Development 2
  • 2. © 2021 Minitab, LLC. 3 • 20+ years applying and teaching data analytics tools to solve business problems in manufacturing, engineering, supply chain, finance, human resources. • Certified Lean Six Sigma Master Black Belt. • MS in ME and MBA from Marquette University. • ASQ, PMI, ASA Meet the Presenter: Antonio Vargas Minitab Solutions Architect
  • 3. © 2021 Minitab, LLC. 4 For this webinar • No previous knowledge of Minitab Statistical Software or Minitab Workspace is required. • Familiarity with Product and Process Development is helpful. • Curiosity is essential!
  • 4. © 2021 Minitab, LLC. Agenda 5 1. Automotive Industry Challenges 2. Turning Points 3. Design and Manufacturing of AV-EVs 4. Questions
  • 5. © 2021 Minitab, LLC. 6 Automotive Industry Challenges • Environmentalist pressure and fuel dependence • Rise of car sharing • Chinese and emerging markets • Electric vehicles • Smart, connected, and self-driving vehicles. Various sources: IHS Automotive, Digitalist Magazine.
  • 6. © 2021 Minitab, LLC. 7 Turning Points • Customer Acceptance • Total Cost of Ownership • Technical Maturity • Expanded portfolio of models • Supportive Regulations Source: BAIN & Company, Electric and Autonomous Vehicles: The Future Is Now
  • 7. © 2021 Minitab, LLC. 8 Design and Manufacturing of an AV+EV Board of Directors: We need to develop a reliable and affordable autonomous-electric vehicle (AV-EV) within the next 3 years in order to strengthen our position in the market. Marketing: The solution: the eAuto! Engineering: Our current Lithium-ion batteries experience severe energy density degradation after 50,000 miles when exposed to extreme temperatures. Manufacturing: Improve the quality levels in the manufacturing of Lithium-ion batteries to prevent underperformance and safety risks.
  • 8. © 2021 Minitab, LLC. Continuous Improvement CAPA Variation Reduction Customer Satisfaction … … Product Validation DFMEA DFM/DFA Design Verification … … Plan and Design Voice of the Customer Kano Model Quality Function Deployment Product Reliability ... … Process Validation Process Capability Design of Experiments Monte Carlo Simulation … … Product and Process Development
  • 9. © 2021 Minitab, LLC. 10 It all starts with the Customer Voice of the Customer To improve customer satisfaction, we must understand what is important to the customer, their expressed and unexpressed needs. Understanding the VOC must be done during the planning phase and translate it into metrics that address what is important to the customer in terms of service, quality and delivery. e …
  • 10. © 2021 Minitab, LLC. 11 Understanding needs and wants
  • 11. © 2021 Minitab, LLC. 12 How does the customer feel about product features? Kano Model A graphical approach for evaluating the relative importance of delighters, satisfiers and dissatisfiers from the customer point of view. Discover what product or service features customers value the most. Quality Function Deployment Useful tool for translating the VOC to specific and measurable requirements that can be used to design improved products and processes.
  • 12. © 2021 Minitab, LLC. 13 Translating customer needs to specifications
  • 13. © 2021 Minitab, LLC. 14 Designs that always work Product Reliability Probability a product will adequately perform its specified purpose for a specified period under specified conditions. Reliability can be used to determine the life expectancy of a particular design. Reliability can be used to validate improvements made in a new design.
  • 14. © 2021 Minitab, LLC. 15 Analyzing Failure Modes Accelerated Life Testing Expected Failure Distribution Analysis Warranty
  • 15. © 2021 Minitab, LLC. 16 Robust Processes Process Capability Process capability helps us quantify how well a process can meet customer’s specifications. Process capability helps us determine the best way to improve and monitor processes to make sure they can meet customers needs. Design of Experiments It is a systematic method used to evaluate the effect of input variables (factors) on the output (response). Many factors can be efficiently evaluated by running a subset of the total number of combinations that exist.
  • 16. © 2021 Minitab, LLC. 17 Finding Factors that Affect Process Capability
  • 17. © 2021 Minitab, LLC. 18 Exceeding Customer Expectations Monte Carlo Simulation Quantitative analysis that accounts for the risk and uncertainty of a system by including the variability in the inputs. The simulation provides expected values based on equations that define the relationship between the inputs (X) and outputs (Y). These may be known equations or based on models created from a designed experiment (DOE).
  • 18. © 2021 Minitab, LLC. 19 Robust Processes
  • 19. © 2021 Minitab, LLC. 20 Disruption calls for bold decisions and ruthless focus Post COVID pandemic, conserving cash and containing costs have become urgent priorities. Balance between innovation and efficiency on the accelerated timeline of today’s market. Real-time model: do more, do it faster, and do it with fewer resources. Organizations must become more intelligent in the way they’re structured and how they operate. Hierarchies and silos are less important than seamless collaboration.
  • 20. © 2021 Minitab, LLC. 22
  • 21. © 2021 Minitab, LLC. 23 Upcoming Webinar Join us on Wednesday, April 21 to meet Minitab Engage™ Register for free at this link: http://info.minitab.com/meet- minitab-engage-webinar
  • 22. © 2021 Minitab, LLC. Thank You! From all of us at