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    ScienceDirect
    https://www.sciencedirect.com › science › article › pii

    Machine learning and artificial intelligence in CNC machine tools, …

    • Artificial Intelligence (AI) and Machine learning (ML) represents an important evolution in computer science and data processing systems which can be used in order to enhance almost every technology-enabled … 展开

    1. Introduction

    CNC machining operation is one of the most important part-production … 展开

    ScienceDirect
    2. Methodology of review in data extraction

    Different applications of ML and AI in CNC machining operations regarding to the effects of the algorithms to output of CNC machining operations is reviewed in the study. Reducing … 展开

    ScienceDirect
    3. Reducing machine tool downtime

    Equipment failures are a constant occurrence in shipping and industrial sectors. Unanticipated equipment failures or vehicle breakdowns can have detrimental effec… 展开

    ScienceDirect
    4. Optimization of CNC machine tools

    Optimization of machining operations are recently considered as a crucial aspect of machine learning in different research works. Optimization approaches using machine learnin… 展开

    ScienceDirect
    5. Cutting tool wear prediction

    Machine learning-based technologies is considered an advanced option of tool wear prediction due to its capability to cope with complicated processes. Due to the non-linear character … 展开

    ScienceDirect
    What are the applications of ML and AI in CNC machining operations?
    Reducing machine downtime, optimization of CNC machine tools, cutting tool wear prediction, cutting force model, CNC machine tool maintenance, monitoring of machining operations, surface quality prediction and energy prediction systems are considered in order to review the applications of ML and AI in CNC machining operations.
    sciencedirect.com