Motivation & Objectives
Socioeconomic and environmental context
ALCHIMIA Concept/Pilot objectives
- Develop disruptive process optimization solutions based on AI and data.
- Feed AI/machine learning systems with lessons from other factories to increase the impact of the solutions.
- Learn from other factories to make solution replication easier.
ALCHIMIA Targeted applications
Electric Arc Furnace steel-making (CELSA)
Automotive components Foundry (Fonderia Di Torbole)
ALCHIMIA Complementary Objectives/Actions
ALCHIMIA will address the challenges of the steel sector, creating an innovative system that automates and optimizes the production process dynamically with an approach that includes scrap recycling and steel-making. It has the following objectives:
- Federated Learning
- Continual Learning
- Trustworthy Artificial Intelligence
- Material feedstock characterization by statistical analysis
- On-line monitoring and prediction of process behavior
- On-line control and decision support
- Human-centric design
- Environmental assessment