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. 2022 Mar 4;52(12):14246–14280. doi: 10.1007/s10489-022-03344-3

Table 2.

Research questions

ID Research Question
RQ1 In which publication venues are studies about the use of machine learning for mechanical fault detection and fault prognosis in manufacturing equipment published?
RQ2 In which scientific fields has the use of machine learning for mechanical fault detection and fault prognosis in manufacturing equipment been researched?
RQ3 What machine learning algorithms and methods are currently employed for mechanical fault detection and fault prognosis in manufacturing equipment?
RQ4 What limitations and advantages do those algorithms and methods present?
RQ5 Which of those algorithms and methods are used for data stream learning?