English
Intelligenza artificiale e robot
Intelligenza artificiale e cloud per applicazioni di robotica collaborativa
Andrea Maria Zanchettin - Politecnico di Milano
Sommario
(in lingua inglese)
From Industrial Automation to Intelligent Automation
An evolving paradigm.
In the production process, but outside the decision/control loop.
The world model is a dynamical system expressing how the scene graph is changing over time.
Its outputs consists in Boolean values indicating whether or not given conditions hold true.
The remaining part is a more common logical
control.
It can be either
- a PLC program (e.g. IEC 61131-3 SFC)
- a symbolic AI planner (PDDL)
- a Reinforcement Learning (RL) algorithm
- etc.
Applications and Examples:
- Collaborative Assembly
- Monitoring and Quality Control
- Collaborative assembly with RL
What is a Digital Twin?
What-if analyses for optimal executions
The Role of Digital Twins
A Case Study.
Politecnico di Milano
In the production process, but outside the decision/control loop.
The world model is a dynamical system expressing how the scene graph is changing over time.
Its outputs consists in Boolean values indicating whether or not given conditions hold true.
The remaining part is a more common logical
control.
It can be either
- a PLC program (e.g. IEC 61131-3 SFC)
- a symbolic AI planner (PDDL)
- a Reinforcement Learning (RL) algorithm
- etc.
Applications and Examples:
- Collaborative Assembly
- Monitoring and Quality Control
- Collaborative assembly with RL
What is a Digital Twin?
What-if analyses for optimal executions
The Role of Digital Twins
A Case Study.
Politecnico di Milano
Video
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Fonte: SAVE Bergamo aprile 2023 Manifattura 4.0 e il futuro della digitalizzazione
Settori: AI per industria, Automazione industriale, Cloud Computing, Industria 4.0, Informatica, Intelligenza artificiale, Meccanica, Robot, Software industriale
Mercati: Industria manifatturiera
