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This chapter explores the challenges of integrating expert knowledge (as modeled in Chapter 4) with machine learning (ML) and processing data generated from a complete physical factory model (as presented in Chapter 3) to enable system-level condition monitoring. Additionally, it introduces domain-specific constructs, such as the dataset, that are used in the subsequent ML application chapters.

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Problem Definition and Introduction of Developed Constructs Used Across Application Scenarios

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  • 发表日期：

    2025年

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  • Patrick Klein

摘要

This chapter explores the challenges of integrating expert knowledge (as modeled in Chapter 4) with machine learning (ML) and processing data generated from a complete physical factory model (as presented in Chapter 3) to enable system-level condition monitoring. Additionally, it introduces domain-specific constructs, such as the dataset, that are used in the subsequent ML application chapters.