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Description of the dataset files under the subdirectory "train".

Description of the dataset files under the subdirectory "train".

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Fig. 1. H-Bridge circuit of the HVCM in the RFTF (left), high voltage...
Fig. 2. Screenshot of the RFTF controller screen showing the...
Fig. 3. Plot of the training data: normal A-flux pulses (left) and...
Fig. 4. Waveform results for Test 1. The first pulse in the test (which...
Description of the dataset files under the subdirectory "train".
Operational Data for Fault Prognosis in Particle Accelerators with Machine Learning
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  • Oct 2023
This paper presents real operational data collected from the power systems of the Spallation Neutron Source facility, which provides the most intense neutron beam in the world. The authors have used a radio-frequency test facility (RFTF) and simulated system failures in the lab without causing a catastrophic system failure. Waveform signals have be...
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... Subdirectory: "train ", see Table 2 for the description of the files in this subdirectory. ...
Context 2
... the data collection from normal and abnormal operating conditions, we plot the pulses/samples for the A-Flux waveform in Fig. 3 . These data are reported in the "train " subdi- rectory as indicated by Table 2 . Given all settings of the RFTF are fixed during normal operation, it is not surprising to see all waveforms in Fig. 3 (left) exhibiting identical shape, which is not the case for the faulty waveforms in Fig. 3 (right) with different trends and shapes. ...