More Related Content More from Minitab, LLC (20) Learn to drive product and process development presentation slides2. © 2021 Minitab, LLC.
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• 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
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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!
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Agenda
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1. Automotive Industry
Challenges
2. Turning Points
3. Design and Manufacturing
of AV-EVs
4. Questions
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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.
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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
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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.
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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
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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 …
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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.
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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.
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Analyzing Failure Modes
Accelerated Life Testing
Expected Failure
Distribution Analysis
Warranty
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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.
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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).
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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.
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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