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Analog Circuit Fault Diagnosis Dataset
- Citation Author(s):
-
WenhaiLiang
Sichuan Normal University - Submitted by:
- Wenhai Liang
- Last updated:
- Mon, 10/09/2023 - 02:16
- DOI:
- 10.21227/fc5h-8h64
- License:
391 Views- Categories:
- Keywords:
Abstract
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.
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.
Documentation
| Attachment | Size |
|---|---|
 Description.docx | 68.86 KB |
Comments
A dataset for soft fault diagnosis of analog circuits is provided, including the following： Sallen-Key band-pass filter circuit, Four-op-amp bi-quad high-pass filter circuit, and Leap-frog low-pass filter circuit.