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Bridging the gap between
industry 4.0 and Academia
Sathyanarayana Appia , Consultant , India
Advances in the Digitalisation of the Process Industries,
IChemE, 20—21 October 2021, Virtual Conference
Outline
 University curriculum and industry requirements
 European Federation of Chemical Engineering (EFCE) Bologna
recommendations
 Digitalization of curriculum design
 Digital pedagogy
 Higher order Thinking : Making Judgement, Communication &
Lifelong learning
 Conclusion
University curriculum and industry requirements
University curriculum and industry requirements
University
University
 Fundamentals based
 Process focused
 Research oriented
 Mathematical modelling & Simulation
 Study abroad, Internship, student
exchange
 Skill development
 Start-up incubator and cohort programs
 Continuing education
 Fundamentals based
 Process focused
 Research oriented
 Mathematical modelling & Simulation
 Study abroad, Internship, student
exchange
 Skill development
 Start-up incubator and cohort programs
 Continuing education
Industry 4.0
Industry 4.0
 Molecules based
 Product focused
 Practical application oriented
 Multiphysics Modelling & Simulation in AR/VR
 Data science & AI (Modern Digital tools)
 Multi-disciplinary knowledge and skills
 Sensors, Controls, IOT & Cyber Security
 Programming skills & Soft PLC
 Operator Training Simulators (OTS)
 Molecules based
 Product focused
 Practical application oriented
 Multiphysics Modelling & Simulation in AR/VR
 Data science & AI (Modern Digital tools)
 Multi-disciplinary knowledge and skills
 Sensors, Controls, IOT & Cyber Security
 Programming skills & Soft PLC
 Operator Training Simulators (OTS)
EFCE Bologna recommendations 2020
EFCE Bologna recommendations 2020
 EFCE a guide for shaping chemical engineering degree programmes recommends that
chemical engineering programmes include international experience and industrial
practice, which complement classroom and laboratory work, digital exercises and
(group) projects at the university or other higher education institutions.
 "More research oriented ” and “more application-oriented” chemical engineering
programmes and to include the knowledge of “product engineering” more extensively in
the common core.
 Explore new teaching methods for the current generation of “digital native" students,
digital methods and tools require updates within university curricula.
 International Experience, foreign language and industrial experience by immersing
students into real-world settings.
 Problem solving, critical thinking, and other higher order thinking skills are improved in
non-academic settings.
 EFCE a guide for shaping chemical engineering degree programmes recommends that
chemical engineering programmes include international experience and industrial
practice, which complement classroom and laboratory work, digital exercises and
(group) projects at the university or other higher education institutions.
 "More research oriented ” and “more application-oriented” chemical engineering
programmes and to include the knowledge of “product engineering” more extensively in
the common core.
 Explore new teaching methods for the current generation of “digital native" students,
digital methods and tools require updates within university curricula.
 International Experience, foreign language and industrial experience by immersing
students into real-world settings.
 Problem solving, critical thinking, and other higher order thinking skills are improved in
non-academic settings.
Digitalization of
curriculum design
Digitalization of
curriculum design
nt
nt
• Digitization, Digitalization,
and Digital Transformation
• Computer-assisted tools
• AR /VR
• Studio-based Learning
• Inquiry-based learning (IBL)
• Higher order thinking
• Digitization, Digitalization,
and Digital Transformation
• Computer-assisted tools
• AR /VR
• Studio-based Learning
• Inquiry-based learning (IBL)
• Higher order thinking
Image Source: https://unsplash.com//
Digital pedagogy
Digital pedagogy
 Scripting language: MATLAB, R, Python,
SAGE...​
 Symbolic software tools: Mathcad, Wolfram
Mathematica
 Mathematical modelling: Excel, Mathcad,
Polymath..​
 Process Simulation: ASPEN +/HYSYS,
CHEMCAD, ChemSep...​
 CFD: COMSOL
Multiphysics, ANSYS FLUENT, STAR-CCM+…​
 Apps: Matlab Apps, COMSOL Simulation Apps...
 Scenario building​: Real-world problem-based
scenarios, Open ended problems, What-if ?...
 Scripting language: MATLAB, R, Python,
SAGE...​
 Symbolic software tools: Mathcad, Wolfram
Mathematica
 Mathematical modelling: Excel, Mathcad,
Polymath..​
 Process Simulation: ASPEN +/HYSYS,
CHEMCAD, ChemSep...​
 CFD: COMSOL
Multiphysics, ANSYS FLUENT, STAR-CCM+…​
 Apps: Matlab Apps, COMSOL Simulation Apps...
 Scenario building​: Real-world problem-based
scenarios, Open ended problems, What-if ?...
Mathematical
modelling
Project/ Problem
based learning
Mathematical
modelling
Project/ Problem
based learning
Digital pedagogy
Digital pedagogy
Digital Modelling &
Simulation
Virtual laboratory
Digital Modelling &
Simulation
Virtual laboratory
Image Source: Google images//
Source: https://reactorlab.net/
Source: https://www.geogebra.org/m/myvf3nme
Source: https://reactorlab.net/
# Polymath Example 1 - Heat Exchange in a Series of Tanks
d(T1)/d(t) = (W * Cp * (T0 - T1) + UA * (Tsteam - T1)) / (M * Cp) # Temperature in the first tank (deg. C)
d(T2)/d(t) = (W * Cp * (T1 - T2) + UA * (Tsteam - T2)) / (M * Cp) # Temperature in the second tank (deg.
C)
d(T3)/d(t) = (W * Cp * (T2 - T3) + UA * (Tsteam - T3)) / (M * Cp) # Temperature in the third tank (deg. C)
# The explicit equations
W = 100 # Feed flow rate (kg/min)
Cp = 2.0 # Heat capacity (kJ/kg -deg. C)
T0 = 20 # Feed temperature (deg C)
UA = 10. # Area*heat transfer coefficient (kJ/min *deg C)
Tsteam = 250 # Temperature of steam (deg. C)
M = 1000 # Total mass in a tank (kg)
# Initial values of the differential variables
T1(0) = 20
T2(0) = 20
T3(0) = 20
# Initial/final values of the independent differentiation variable
t(0) = 0
t(f) = 200
Source: Polymath
MATLAB APPS
Source: https://in.mathworks.com/help/control/ref/pidtuner-app.html
Source: https://web.njit.edu/~rvoronov/comsol-apps/
COMSOL APPS
Digital pedagogy
Digital pedagogy
Project/Problem
based learning
Project/Problem
based learning
 Adding Complexities in the process
 Adding Complexities in the process
       
     
         
   
 
   
1
( )
1
( )
( ) | |
A P l i
B i o
i i A B A B
o o B
P LC P
l l A
h t q t q t q t
A
h t q t q t
A
q t c sign h t h t h t h t
q t c h t
q t S q
q t c h t
  
 
  

 

Liquid in
Liquid out
Valve
Leak
Plugged
line
Cv value?
Tank A Tank B
LC
Pump
LC
Digital pedagogy
Digital pedagogy
Programming and
coding skills
Field instrumentation
IT Competencies
Programming and
coding skills
Field instrumentation
IT Competencies
Click to add text
Apps: COMSOL, MATLAB, ANSYS
Image Source: Google images//
Higher order
Thinking
Higher order
Thinking
 Service Learning
 Industry-Academia collaboration
 Internship
 Start-up Accelerator
 Lifelong learning skills
 Service Learning
 Industry-Academia collaboration
 Internship
 Start-up Accelerator
 Lifelong learning skills
• Making judgement
• Communication
• Lifelong Learning
• Making judgement
• Communication
• Lifelong Learning
Click to add text
Transferable
Skills
Engineering
Skills
Cognitive
Skills
Problem-solving,
organizational skills
Technical
skills
Decision-making,
communication
Source: EFCE
Industry-Academia
collaboration
Industry-Academia
collaboration
Imperial college
London & ABB
Carbon Capture Pilot
Plant
Imperial college
London & ABB
Carbon Capture Pilot
Plant
Click to add text
Source: ABB//
Internship &
Start-up
incubator
Internship &
Start-up
incubator
Click to add text
• A well-structured internship of 3-6 months with
joint evaluation of institutional lecturer and
industry supervisor .
• Expose students to live projects and how
engineering theories are applied in real life
situations and progressively the student will gain
skills in project management, planning, software
skills, design, site visits, evaluation and reporting
to senior management.
• Start-up incubator and cohort programs are
excellent process of bridging industry practices
and higher education in the area of innovation,
product development, digital business model etc.
Real time
data
Simulation
Model
Develop Apps
Study
Scenarios
Operators
Training
Education
Research
Labs
OEMs
Chemical &
Process
Industries
Universities
• AI
• Analytics
• Machine
Learning
• Deep
Learning
• VR/AR
• Digital
Prototyping
• Cyber
Security
• Safety Study
• Performance
Study …
Conclusion
Conclusion
 Increase Academia-Industry Collaboration: Employability skills, Innovation and
demand-oriented education system.
 Digital Curriculum Design & Pedagogy: Digitization, Digitalization, and Digital
Transformation.
 Higher order thinking: Studio/ Problem/ Inquiry based learning, Agile methods, Design
thinking, Digital communication and Soft skills.
 Lifelong learning
 Increase Academia-Industry Collaboration: Employability skills, Innovation and
demand-oriented education system.
 Digital Curriculum Design & Pedagogy: Digitization, Digitalization, and Digital
Transformation.
 Higher order thinking: Studio/ Problem/ Inquiry based learning, Agile methods, Design
thinking, Digital communication and Soft skills.
 Lifelong learning
Thank You Gracias Merci Danke
Teşekkürler Спасибо 谢谢 감사합니다
Σας ευχαριστώ! धन्यवाद ありがとうございます
ಧನ್ಯವಾದಗಳು ขอบคุณ
‫شكرا‬ ‫תודה‬
Sathyanarayana Appia , Consultant , India
Phone: +91 9742560149
Email: enquiry@engineeringexpert.org
www.engineeringexpert.org
Questions ?

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Bridging the gap between industry 4.0 and academia

  • 1. Bridging the gap between industry 4.0 and Academia Sathyanarayana Appia , Consultant , India Advances in the Digitalisation of the Process Industries, IChemE, 20—21 October 2021, Virtual Conference
  • 2. Outline  University curriculum and industry requirements  European Federation of Chemical Engineering (EFCE) Bologna recommendations  Digitalization of curriculum design  Digital pedagogy  Higher order Thinking : Making Judgement, Communication & Lifelong learning  Conclusion
  • 3. University curriculum and industry requirements University curriculum and industry requirements University University  Fundamentals based  Process focused  Research oriented  Mathematical modelling & Simulation  Study abroad, Internship, student exchange  Skill development  Start-up incubator and cohort programs  Continuing education  Fundamentals based  Process focused  Research oriented  Mathematical modelling & Simulation  Study abroad, Internship, student exchange  Skill development  Start-up incubator and cohort programs  Continuing education Industry 4.0 Industry 4.0  Molecules based  Product focused  Practical application oriented  Multiphysics Modelling & Simulation in AR/VR  Data science & AI (Modern Digital tools)  Multi-disciplinary knowledge and skills  Sensors, Controls, IOT & Cyber Security  Programming skills & Soft PLC  Operator Training Simulators (OTS)  Molecules based  Product focused  Practical application oriented  Multiphysics Modelling & Simulation in AR/VR  Data science & AI (Modern Digital tools)  Multi-disciplinary knowledge and skills  Sensors, Controls, IOT & Cyber Security  Programming skills & Soft PLC  Operator Training Simulators (OTS)
  • 4. EFCE Bologna recommendations 2020 EFCE Bologna recommendations 2020  EFCE a guide for shaping chemical engineering degree programmes recommends that chemical engineering programmes include international experience and industrial practice, which complement classroom and laboratory work, digital exercises and (group) projects at the university or other higher education institutions.  "More research oriented ” and “more application-oriented” chemical engineering programmes and to include the knowledge of “product engineering” more extensively in the common core.  Explore new teaching methods for the current generation of “digital native" students, digital methods and tools require updates within university curricula.  International Experience, foreign language and industrial experience by immersing students into real-world settings.  Problem solving, critical thinking, and other higher order thinking skills are improved in non-academic settings.  EFCE a guide for shaping chemical engineering degree programmes recommends that chemical engineering programmes include international experience and industrial practice, which complement classroom and laboratory work, digital exercises and (group) projects at the university or other higher education institutions.  "More research oriented ” and “more application-oriented” chemical engineering programmes and to include the knowledge of “product engineering” more extensively in the common core.  Explore new teaching methods for the current generation of “digital native" students, digital methods and tools require updates within university curricula.  International Experience, foreign language and industrial experience by immersing students into real-world settings.  Problem solving, critical thinking, and other higher order thinking skills are improved in non-academic settings.
  • 5. Digitalization of curriculum design Digitalization of curriculum design nt nt • Digitization, Digitalization, and Digital Transformation • Computer-assisted tools • AR /VR • Studio-based Learning • Inquiry-based learning (IBL) • Higher order thinking • Digitization, Digitalization, and Digital Transformation • Computer-assisted tools • AR /VR • Studio-based Learning • Inquiry-based learning (IBL) • Higher order thinking Image Source: https://unsplash.com//
  • 6. Digital pedagogy Digital pedagogy  Scripting language: MATLAB, R, Python, SAGE...​  Symbolic software tools: Mathcad, Wolfram Mathematica  Mathematical modelling: Excel, Mathcad, Polymath..​  Process Simulation: ASPEN +/HYSYS, CHEMCAD, ChemSep...​  CFD: COMSOL Multiphysics, ANSYS FLUENT, STAR-CCM+…​  Apps: Matlab Apps, COMSOL Simulation Apps...  Scenario building​: Real-world problem-based scenarios, Open ended problems, What-if ?...  Scripting language: MATLAB, R, Python, SAGE...​  Symbolic software tools: Mathcad, Wolfram Mathematica  Mathematical modelling: Excel, Mathcad, Polymath..​  Process Simulation: ASPEN +/HYSYS, CHEMCAD, ChemSep...​  CFD: COMSOL Multiphysics, ANSYS FLUENT, STAR-CCM+…​  Apps: Matlab Apps, COMSOL Simulation Apps...  Scenario building​: Real-world problem-based scenarios, Open ended problems, What-if ?... Mathematical modelling Project/ Problem based learning Mathematical modelling Project/ Problem based learning
  • 7. Digital pedagogy Digital pedagogy Digital Modelling & Simulation Virtual laboratory Digital Modelling & Simulation Virtual laboratory Image Source: Google images//
  • 11. # Polymath Example 1 - Heat Exchange in a Series of Tanks d(T1)/d(t) = (W * Cp * (T0 - T1) + UA * (Tsteam - T1)) / (M * Cp) # Temperature in the first tank (deg. C) d(T2)/d(t) = (W * Cp * (T1 - T2) + UA * (Tsteam - T2)) / (M * Cp) # Temperature in the second tank (deg. C) d(T3)/d(t) = (W * Cp * (T2 - T3) + UA * (Tsteam - T3)) / (M * Cp) # Temperature in the third tank (deg. C) # The explicit equations W = 100 # Feed flow rate (kg/min) Cp = 2.0 # Heat capacity (kJ/kg -deg. C) T0 = 20 # Feed temperature (deg C) UA = 10. # Area*heat transfer coefficient (kJ/min *deg C) Tsteam = 250 # Temperature of steam (deg. C) M = 1000 # Total mass in a tank (kg) # Initial values of the differential variables T1(0) = 20 T2(0) = 20 T3(0) = 20 # Initial/final values of the independent differentiation variable t(0) = 0 t(f) = 200 Source: Polymath
  • 12.
  • 15. Digital pedagogy Digital pedagogy Project/Problem based learning Project/Problem based learning  Adding Complexities in the process  Adding Complexities in the process                                   1 ( ) 1 ( ) ( ) | | A P l i B i o i i A B A B o o B P LC P l l A h t q t q t q t A h t q t q t A q t c sign h t h t h t h t q t c h t q t S q q t c h t             Liquid in Liquid out Valve Leak Plugged line Cv value? Tank A Tank B LC Pump LC
  • 16. Digital pedagogy Digital pedagogy Programming and coding skills Field instrumentation IT Competencies Programming and coding skills Field instrumentation IT Competencies Click to add text Apps: COMSOL, MATLAB, ANSYS Image Source: Google images//
  • 17. Higher order Thinking Higher order Thinking  Service Learning  Industry-Academia collaboration  Internship  Start-up Accelerator  Lifelong learning skills  Service Learning  Industry-Academia collaboration  Internship  Start-up Accelerator  Lifelong learning skills • Making judgement • Communication • Lifelong Learning • Making judgement • Communication • Lifelong Learning Click to add text
  • 18.
  • 19.
  • 21. Industry-Academia collaboration Industry-Academia collaboration Imperial college London & ABB Carbon Capture Pilot Plant Imperial college London & ABB Carbon Capture Pilot Plant Click to add text Source: ABB//
  • 22. Internship & Start-up incubator Internship & Start-up incubator Click to add text • A well-structured internship of 3-6 months with joint evaluation of institutional lecturer and industry supervisor . • Expose students to live projects and how engineering theories are applied in real life situations and progressively the student will gain skills in project management, planning, software skills, design, site visits, evaluation and reporting to senior management. • Start-up incubator and cohort programs are excellent process of bridging industry practices and higher education in the area of innovation, product development, digital business model etc.
  • 23. Real time data Simulation Model Develop Apps Study Scenarios Operators Training Education Research Labs OEMs Chemical & Process Industries Universities • AI • Analytics • Machine Learning • Deep Learning • VR/AR • Digital Prototyping • Cyber Security • Safety Study • Performance Study …
  • 24. Conclusion Conclusion  Increase Academia-Industry Collaboration: Employability skills, Innovation and demand-oriented education system.  Digital Curriculum Design & Pedagogy: Digitization, Digitalization, and Digital Transformation.  Higher order thinking: Studio/ Problem/ Inquiry based learning, Agile methods, Design thinking, Digital communication and Soft skills.  Lifelong learning  Increase Academia-Industry Collaboration: Employability skills, Innovation and demand-oriented education system.  Digital Curriculum Design & Pedagogy: Digitization, Digitalization, and Digital Transformation.  Higher order thinking: Studio/ Problem/ Inquiry based learning, Agile methods, Design thinking, Digital communication and Soft skills.  Lifelong learning
  • 25. Thank You Gracias Merci Danke Teşekkürler Спасибо 谢谢 감사합니다 Σας ευχαριστώ! धन्यवाद ありがとうございます ಧನ್ಯವಾದಗಳು ขอบคุณ ‫شكرا‬ ‫תודה‬ Sathyanarayana Appia , Consultant , India Phone: +91 9742560149 Email: enquiry@engineeringexpert.org www.engineeringexpert.org Questions ?