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Analog Circuit Fault Diagnosis Dataset

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DataCite Commons2023-10-09 更新2025-04-16 收录
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https://ieee-dataport.org/documents/analog-circuit-fault-diagnosis-dataset
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The simulation experiment is based on Candence 16.6 software, where the tolerance of the resistance (R) is set to 5%, the tolerance of the capacitance (C) is set to 10%, the input is a single-pulse signal (amplitude 5 V, pulse width 10 µs, eriod 2ms), and the working temperature is set to 27 ℃. The operational amplifier(op-amp) uses the actual UA741 pspice model. The experiment includes the soft fault diagnosis of Sallen-Key band-pass filter circuit (TC1), Four-op-amp biquad high-pass filter circuit (TC2), and Leap-frog low-pass filter circuit (TC3). The dataset is a CSV file, with each row representing a feature vector, the last column being the data label, and the remaining columns being the feature vectors.
提供机构:
IEEE DataPort
创建时间:
2023-10-09
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