MLPro-MPPS—A high-performance simulation framework for customizable production systems
نویسندگان
چکیده
Although the integration of machine learning into production systems has demonstrated significant potential, its real-life applications remain challenging. It is often necessary to rely on digital representations actual design and test algorithms for controlling because conducting such processes directly in real expensive risky. Hence, this paper, we present a standardized, multi-purpose flexible simulator Python scientific industrial activities, namely MLPro-MPPS, that integrated with MLPro package. Consequently, allows simulations by MLPro-MPPS be compatible tasks.
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ژورنال
عنوان ژورنال: Software impacts
سال: 2023
ISSN: ['2665-9638']
DOI: https://doi.org/10.1016/j.simpa.2023.100509