Dear visitor, please be informed that this is the ITEA staging environment. No actions here will be updated to production, feel free to test the system
Model training pipeline for finite state machines
- Project
- 19027 AIToC
- Type
- New service
- Description
The model training pipeline for finite state machines is part of AIToC's PAIPline platform for creating behavior models from real-world generated data. The model training pipeline automatically generats a behavior model in form of a finite state machine based on binary time series data. The binary data has to represent the states of production resource components.
- Contact
- Ireneus Wior, TWT GmbH Science & Innovation
- ireneus.wior@twt-gmbh.de
- Research area(s)
- Realistic and standardized production resource models
- Technical features
Modules with the following functionalities are included:
- Finite state machine generator: Generates a behavior model of the production resource component in form of a finite state machine.
- FMU exporter (in progress): Wraps a finite state machine model as a FMU container and exports it.
- Integration constraints
Needs a running instance of the PAIPline platform.
- Targeted customer(s)
Automotive industry, Manufacturing industry
- Conditions for reuse
On request.
- Confidentiality
- Public
- Publication date
- 29-02-2024
- Involved partners
- TWT GmbH Science & Innovation (DEU)
Images
