DTA05 - Industrial Internet and Artificial Intelligence of Things: Difference between revisions
| Line 8: | Line 8: | ||
* [https://www.researchgate.net/figure/The-automation-pyramid-according-to-the-ISA-95-model-The-five-levels-0-5-are-defined_fig2_326224890 Automation Pyramid] | * [https://www.researchgate.net/figure/The-automation-pyramid-according-to-the-ISA-95-model-The-five-levels-0-5-are-defined_fig2_326224890 Automation Pyramid] | ||
== Grading | = Course Structure= | ||
[[File:FSTI Class - Overview 4 days.png|800px|frameless|center|FSTI Class - Overview 4 days]] | |||
= Grading= | |||
Split: | Split: | ||
* 25%: Individual contributions | * 25%: Individual contributions | ||
| Line 31: | Line 35: | ||
* Performance: Competence, confidence and comprehension, reaction to questions | * Performance: Competence, confidence and comprehension, reaction to questions | ||
=Details= | |||
==Day 1== | ==Day 1== | ||
{| class="wikitable" | {| class="wikitable" | ||
Revision as of 20:50, 28 August 2023
Overview
Welcome to Steinbeis VV - SMT - Industrial Internet
Details:
Course Structure
Grading
Split:
- 25%: Individual contributions
- 75%: Group results
Group presentations:
- 3 case presentations (days 1-3)
- 1 AIoT Lab result presentation (day 4)
- 1 final case wrap-up (day 4)
Structure of each team presentation session:
- 1 main team: 30 mins presentation (5 min exec summary, 15 mins deep dive, 10 mins q+a)
- 3 additional teams: 5 min "what we did in a nutshell, and how it is different from the other teams"
Final result hand-in:
- Miro presentation for review by instructors
Evaluation criteria:
- Structure: Layout, structure of the presentation, visualization and media
- Content: Suitability to task, relevance of the content, depth and breadth of understanding of the given topic
- Persuasiveness and Weighting: Expression of the facts, persuasiveness
- Performance: Competence, confidence and comprehension, reaction to questions
Details
Day 1
| Time | Title | Description |
|---|---|---|
| 08:30 - 09:30 | Introduction | Welcome, introduction of participants |
| From I4.0 and Industrial Internet towards the Artificial Intelligence of Things | ||
| AIoT and the Digital Playbook | ||
| Overview of course, introduction of learning goals | ||
| 09:30 - 10:00 | Break | |
| 10:00 - 11:00 | Business Strategy | Strategies for Digital OEMS, Digital Equipment Operators and Hybrid Models |
| 11:00 - 11:15 | Break | |
| 11:15 - 12:15 | AIoT 101 | Industrial Internet 101, Hardware 101 |
| AI 101, Data 101, Digital Twin 101 | ||
| 12:15 - 13:15 | Lunch | |
| 13:15 - 14:15 | Business Execution | Business Model Design |
| 14:15 - 14:45 | Break | |
| 14:45 - 16:15 | Group Exercise I | Set up teams, discuss task, break out into groups |
| 16:15 - 16:30 | Break | |
| 16:30 - 17:30 | Group Exercise I | Review results |
Case studies: HERE
Day 2
| Time | Title | Description |
|---|---|---|
| 08:30 - 09:30 | Welcome Back | Recap from day 1 & Learnng goals day 2 |
| Technical Execution | AI.exe, Data.exe, DigitalTwin.exe, IoT.exe, Hardware.exe | |
| 09:30 - 10:00 | Break | |
| 10:00 - 11:00 | AIoT System Design | Creating the system design, including business, usage, data/functional, |
| implementation and product viewpoints | ||
| 11:00 - 11:15 | Break | |
| 11:15 - 12:00 | AIoT Organization | Setting up the AIoT Organization |
| 12:00 - 13:00 | Lunch | |
| 13:00 - 14:15 | Case study | Predictive Maintenance for Hydraulic Systems |
| 14:15 - 14:45 | Break | |
| 14:45 - 16:15 | Group Exercise II | Set up teams, discuss task, break out into groups |
| 16:15 - 16:30 | Break | |
| 16:30 - 17:30 | Group Exercise II | Review results |
Day 3
| Time | Title | Description |
|---|---|---|
| 08:30 - 09:30 | Welcome Back | Recap from day 2 & Learnng goals day 3 |
| AIoT Sourcing | Sourcing strategies and procurement for AIoT | |
| Discussion | ||
| 09:30 - 10:00 | Break | |
| 10:00 - 11:30 | Group Exercise III | Create an AIoT sourcing strategy in your group |
| 11:30 - 11:45 | Break | |
| 11:45 - 12:30 | Results Review | Joint review the results of the group exercise |
| 12:30 - 13:30 | Lunch | |
| 13:30 - 15:00 | AIoT DevOps & Co | Agile AIoT & AIoT DevOps |
| Robustness & Quality, Verification & Validation, Resilience & Reliability | ||
| Finally: Service Operations | ||
| Discussion | ||
| 15:00 - 15:30 | Break | |
| 15:30 - 16:30 | Wrap-up | Wrap up |
| Outlook: Co-creation & AIoT Transformation Programs | ||
| 16:30 - 16:45 | Break | |
| 16:45 - 17:30 | Question & Answer |
Day 4
| Time | Title | Description |
|---|---|---|
| 08:30 - 09:15 | Technical Deep Dive | AIoT applied to automotive Landing.AI platform and digital.auto Playground usage guidance |
| 09:15 - 09:30 | Break & Team up | |
| 09:30 - 12:00 | AIoT hands-on practice | AIoT prototyping with Landing.AI platform and digital.auto Playground |
| 12:00 - 13:00 | Lunch | |
| 13:00 - 14:00 | Presentation of AIoT hands-on practice results | |
| 14:15 - 14:30 | Break | |
| 14:30 - 15:30 | Case study summary presentation | |
| 15:30 - 16:00 | Break | |
| 16:00 - 17:00 | AIoT Lab | digital.auto projects introduction |
Practice documentation: Link
Group Exercise
