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Data sets from CPS for ML applications

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Process Engineering AI Benchmarks

Description

The AI-Benchmark contains eight systems from process engineering which can be used for evaluating AI methods for fault handling in CPPS. The systems are simulated in Modelica.

AI-Bench

Published Papers

Title Authors Year
An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS Balzereit et al. 2021

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