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11/8/2020
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Quality 4.0 & Quality by Discovery
Anish Cheriyan, Harman Automotive
Image Courtesy: https://phys.org/news/2016-08-physicists-discovery-nature.html
Agenda
• Quality 4.0 Details
• Continuous Quality Management System
• The New Role of Quality- Quality By Discovery
• QA- Value Proposition
• Agile Value
• Internet of Things
11/8/2020 2
Quality 4.0- Perspectives
11/8/2020 3
Quality
4.0
Artificial
intelligence
Big data
Blockchain
Deep
learning
Enabling
technologies
Machine
learning
CQMS- Continuous Quality Management System
11/8/2020 4
R&D Manufacturing Supply Chain Customer
Real Time Information*
Design for
Quality
Real Time
Information
Analytics
(ML/AI) &
Human
Intervention
Corrective &
Preventive
Action
Learning
Organization
(QMS)
…
THE NEW ROLE OF QUALITY
11/8/2020 5
Quality by
Inspection
Quality by
Design
Quality by
Empowerme
nt
Quality
by
Discovery
Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
QUALITY 4.0 – Value Proposition
11/8/2020 6Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
Improve on Human Intelligence
Increase the speed and quality of decision making
Increase transparency, traceability and auditability
Anticipate changes , reveal biases
11/8/2020 7
QUALITY 4.0 – Value Proposition
Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
11/8/2020 8
QUALITY 4.0 – WHY QUALITY PROFESSIONALS (including PMs) ARE
UNIQUELY POSITIONED
Systems Thinking
Data Driven Decision making (Statistics, Six Sigma)
Leadership for Organization learning
Define Processes and continuous improvement
Understanding of how processes, policies and decision impact
people
Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
Introduction- Agile Values and Principles
Agile
Values
Individuals
&
interactions
over
processes
and tools
Working
software
over
extensive
documenta
tion
Customer
collaborati
on over
contract
negotiation
Responding
to change
over
following a
plan
Agile Methods
11/8/2020 10
Key is Adaptability with Quality
–Built in into the Delivery.
INTERNET OF THINGS
11/8/2020 11
Video
12
https://www.youtube.com/watch?v=nAa6_IAobAI
13
Zooming – Internet of Things
The interconnection via the Internet of computing devices embedded in everyday
objects, enabling them to send and receive data.
Image Credits : https://www.i-scoop.eu/internet-of-things-guide/Image Credits : https://justcreative.com/2018/11/19/internet-of-things-explained/
IOT – User Scenarios
Smart Home
IoT platform enables
convenient human-machine
interactions for efficient
home management. Smart
Home applications include
appliance automation,
security, and energy use
optimization.
Connected Car
The platform uploads
vehicular data to the cloud
and analyzes it to provide
diverse connected car
services, including real-time
vehicle status, drive analysis,
security, and emergency
services.
Smart Water Metering
Using NB-IoT networks, the
platform efficiently manages
meters and significantly reduces
operation and maintenance costs,
and can be integrated with smart
water meters from various
vendors.
Credit https://www.huaweicloud.com/en-us/
• Estimated
lifetime of a
single HW
Device
• Ability of the
system to
provide particular
service on
demand during a
time interval.
1
2
3
4 5
Resource
utilization
Reliability &
Availability
Security& Privacy
Interoperability&
Maintainability,
Installability
Device Lifespan,
Elasticity
Zooming - IOT Quality Characteristics
• Extent to which
the resources
required by the
system were used
in relation to the
accuracy and
completeness
• Estimated energy
efficiency
• Data Quality
• Functional
Correctness
• Up-to-dateness
• Trustworthiness
• Availability of the
provided service or
particular data
supplied as the
part of the service.
• Device Security
• Data privacy
• Data
Transmission
• Access Control
• Non repudiation
• Proof of
Transaction
• Capability to
interact with
another system,
product or device.
• Replicability
• Updatability
• Performance
• Ease of
Deployment
Thank you
16

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Quality 4.0 & Quality by Discovery

  • 1. 11/8/2020 1 Quality 4.0 & Quality by Discovery Anish Cheriyan, Harman Automotive Image Courtesy: https://phys.org/news/2016-08-physicists-discovery-nature.html
  • 2. Agenda • Quality 4.0 Details • Continuous Quality Management System • The New Role of Quality- Quality By Discovery • QA- Value Proposition • Agile Value • Internet of Things 11/8/2020 2
  • 3. Quality 4.0- Perspectives 11/8/2020 3 Quality 4.0 Artificial intelligence Big data Blockchain Deep learning Enabling technologies Machine learning
  • 4. CQMS- Continuous Quality Management System 11/8/2020 4 R&D Manufacturing Supply Chain Customer Real Time Information* Design for Quality Real Time Information Analytics (ML/AI) & Human Intervention Corrective & Preventive Action Learning Organization (QMS) …
  • 5. THE NEW ROLE OF QUALITY 11/8/2020 5 Quality by Inspection Quality by Design Quality by Empowerme nt Quality by Discovery Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
  • 6. QUALITY 4.0 – Value Proposition 11/8/2020 6Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
  • 7. Improve on Human Intelligence Increase the speed and quality of decision making Increase transparency, traceability and auditability Anticipate changes , reveal biases 11/8/2020 7 QUALITY 4.0 – Value Proposition Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
  • 8. 11/8/2020 8 QUALITY 4.0 – WHY QUALITY PROFESSIONALS (including PMs) ARE UNIQUELY POSITIONED Systems Thinking Data Driven Decision making (Statistics, Six Sigma) Leadership for Organization learning Define Processes and continuous improvement Understanding of how processes, policies and decision impact people Reference: Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0
  • 9. Introduction- Agile Values and Principles Agile Values Individuals & interactions over processes and tools Working software over extensive documenta tion Customer collaborati on over contract negotiation Responding to change over following a plan
  • 10. Agile Methods 11/8/2020 10 Key is Adaptability with Quality –Built in into the Delivery.
  • 13. 13 Zooming – Internet of Things The interconnection via the Internet of computing devices embedded in everyday objects, enabling them to send and receive data. Image Credits : https://www.i-scoop.eu/internet-of-things-guide/Image Credits : https://justcreative.com/2018/11/19/internet-of-things-explained/
  • 14. IOT – User Scenarios Smart Home IoT platform enables convenient human-machine interactions for efficient home management. Smart Home applications include appliance automation, security, and energy use optimization. Connected Car The platform uploads vehicular data to the cloud and analyzes it to provide diverse connected car services, including real-time vehicle status, drive analysis, security, and emergency services. Smart Water Metering Using NB-IoT networks, the platform efficiently manages meters and significantly reduces operation and maintenance costs, and can be integrated with smart water meters from various vendors. Credit https://www.huaweicloud.com/en-us/
  • 15. • Estimated lifetime of a single HW Device • Ability of the system to provide particular service on demand during a time interval. 1 2 3 4 5 Resource utilization Reliability & Availability Security& Privacy Interoperability& Maintainability, Installability Device Lifespan, Elasticity Zooming - IOT Quality Characteristics • Extent to which the resources required by the system were used in relation to the accuracy and completeness • Estimated energy efficiency • Data Quality • Functional Correctness • Up-to-dateness • Trustworthiness • Availability of the provided service or particular data supplied as the part of the service. • Device Security • Data privacy • Data Transmission • Access Control • Non repudiation • Proof of Transaction • Capability to interact with another system, product or device. • Replicability • Updatability • Performance • Ease of Deployment