此存储库中存放的是PHM2010铣刀磨损数据相关算法
☆30Nov 30, 2024Updated last year
Alternatives and similar repositories for PHM2010-algorithm
Users that are interested in PHM2010-algorithm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Real time tool wear monitoring method based on a TCN model for PHM-2010 Dataset.☆11Aug 20, 2022Updated 3 years ago
- A open source dataset about milling to monitoring tool wear status☆14Sep 17, 2024Updated last year
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆16Dec 21, 2021Updated 4 years ago
- Tidy multi-material machine tool wear dataset for prognostics and health monitoring.☆19Oct 11, 2023Updated 2 years ago
- Thin-walled parts 2023 dataset released from Shandong University☆18Jan 28, 2024Updated 2 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated last month
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆12Jun 25, 2024Updated last year
- IoT based Tool Wear Prediction, a project to collect and analyze vibration data in MATLAB and use the data to predict for tool wear.☆12Jun 21, 2020Updated 5 years ago
- Code for the Attention-Gated Convolutional Neural Network for sentence classification☆11May 23, 2019Updated 6 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- ☆16May 20, 2024Updated last year
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- ☆13Oct 29, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆21Apr 21, 2025Updated 11 months ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆75Jun 1, 2021Updated 4 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆97Apr 12, 2025Updated 11 months ago
- 基于CNN-BiLSTM-Attention对K线图进行多种预 测☆16Jan 11, 2025Updated last year
- 描述: 这是一个深度学习项目,利用 HRNet 和 FPN 架构进行钢材表面缺陷检测。本项目针对噪声较大的比赛数据进行了优化,包括椒盐噪声模拟和拼接数据处理,采用自定义增强技术、高级损失函数及多尺度特征融合。仓库包含训练脚本、模型定义和评估指标。☆15Nov 17, 2024Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆29Nov 26, 2025Updated 3 months ago
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆17Mar 28, 2023Updated 2 years ago
- ☆23Jan 21, 2021Updated 5 years ago
- this code implements the Bayesian-MCMC based prognostics model. PHM2010 data challenge data are used to verifty the model.☆20Jan 13, 2021Updated 5 years ago
- ☆17Nov 5, 2020Updated 5 years ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆23Aug 18, 2023Updated 2 years ago
- Denoising diffusion model, 1d version.☆22Dec 28, 2023Updated 2 years ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆29May 9, 2022Updated 3 years ago
- 基于深度学习的风电机组机械故障智能识别方法研究☆13Apr 13, 2024Updated last year
- 用CGAN训练时频域特征生成特征样本,数据集非图片数据集,用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 3 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆319Jan 31, 2023Updated 3 years ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- ☆41Nov 27, 2023Updated 2 years ago
- Tool wear prediction by residual CNN☆79May 13, 2021Updated 4 years ago
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆13Nov 21, 2025Updated 4 months ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆38May 16, 2024Updated last year
- ☆19Aug 11, 2025Updated 7 months ago