基于深度学习机械设备故障诊断模型
☆173Oct 28, 2017Updated 8 years ago
Alternatives and similar repositories for Fault-diagnosis
Users that are interested in Fault-diagnosis are comparing it to the libraries listed below
Sorting:
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- 基于深度学习的滚动轴承故障诊断方法☆220May 4, 2019Updated 6 years ago
- 使用TensorFlow建立简单的轴承故障诊断模型☆105Mar 3, 2018Updated 8 years ago
- 基于无监督和迁移学习的旋转机械故障诊断☆33Jan 12, 2020Updated 6 years ago
- wdcnn轴承故障模型☆387Jun 6, 2018Updated 7 years ago
- LSTM和SVM实现设备故障诊断☆51Feb 22, 2019Updated 7 years ago
- CNN applied to bearing signals for analysis☆92Nov 27, 2019Updated 6 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- 利用深度学习自编码器进行故障诊断的程序☆10May 27, 2018Updated 7 years ago
- with LSTM method to solve bearing fault diagnosis classification☆64Sep 13, 2017Updated 8 years ago
- ☆218Oct 19, 2019Updated 6 years ago
- 齿轮故障诊断☆31Dec 7, 2019Updated 6 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆71Jul 31, 2018Updated 7 years ago
- 故障诊断方面的论文阅读☆16Sep 23, 2019Updated 6 years ago
- Data Driven Fault Diagnosis☆16Nov 29, 2018Updated 7 years ago
- try out bearing fault diagnosis with semi-supervised vae☆40Oct 16, 2017Updated 8 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- Graph and information theory based fault detection and diagnosis from historian time series data☆33Feb 23, 2026Updated last week
- TE data diagnosis using pytorch☆20Mar 18, 2019Updated 6 years ago
- 1DCNN Fault Detection（1DCNN的轴承故障诊断）☆200Apr 21, 2022Updated 3 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆282Dec 8, 2022Updated 3 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆47May 17, 2018Updated 7 years ago
- ☆23Jul 30, 2022Updated 3 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆477Mar 24, 2021Updated 4 years ago
- 基于深度学习的机械设备故障诊断方法研究☆49Jun 6, 2022Updated 3 years ago
- ☆140Nov 16, 2017Updated 8 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆64Mar 18, 2018Updated 7 years ago
- 轴承有3种故障：外圈故障，内圈故障，滚珠故障，外加正常的工作状态。如表1所示，结合轴承的3种直径（直径1,直径2,直径3），轴承的工作状态有10类☆35Apr 5, 2019Updated 6 years ago
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- 机器学习和深度学习练习☆13Apr 24, 2019Updated 6 years ago
- 包含一些比较常见的数据挖掘竞赛或者项目的源码☆131Jul 6, 2019Updated 6 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆97Nov 18, 2017Updated 8 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆373Oct 10, 2022Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆746Nov 20, 2021Updated 4 years ago
- ☆17Jan 13, 2026Updated last month
- 基于CNN、特征螺旋排列、奇异值分解、Hankel矩阵的故障诊断方法☆10Oct 16, 2019Updated 6 years ago
- 机械故障诊断公开数据集☆74Nov 29, 2023Updated 2 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆276Jun 26, 2025Updated 8 months ago