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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
Email
ireneus.wior@twt-gmbh.de
Research area(s)
Realistic and standardized production resource models
Technical features

Modules with the following functionalities are included:

  1. Finite state machine generator: Generates a behavior model of the production resource component in form of a finite state machine.
  2. 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)

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