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Nov 25, 2022 - Python
remaining-useful-life
Here are 56 public repositories matching this topic...
All the project works, presentations and course notes done by me during the Master of Science in Artificial Intelligence at the University of Bologna
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Aug 8, 2022 - Jupyter Notebook
Remaining Useful Lifetime Estimation of Bearings Operating under Time-Varying Conditions (PHME24)
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Jul 1, 2024 - Jupyter Notebook
Remaining Useful Life (RUL) prediction of Multi-Stiffener composite Panels from Single-Stiffener Panels histories using SVR and LSTM
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Feb 18, 2024 - Jupyter Notebook
SIREN Scalable, Isotropic Recursive Column Multimodal Neural Architecture with Device State Recognition Use-Case
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May 15, 2024 - Jupyter Notebook
Tensorflow implementation of a Kalman-DVAE for remaining useful life estimation on the CMAPSS dataset
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Sep 20, 2023 - Jupyter Notebook
Heat loss, corrosion diagnostics, and predictive maintenance of pipeline systems. The package is designed for engineers who are involved in exploratory or routine calculations.
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May 8, 2024 - R
Graduate Qualifying Project for the Data Science course at BMSTU in spring 2023 (11784DS)
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May 10, 2023 - Jupyter Notebook
Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
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Feb 5, 2024 - Python
The note taking application for the terminal
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Feb 5, 2019 - C
Repositorio de trabajo de memoria de titulación: Pronóstico de fallas para mantenimiento predictivo usando metodologías de aprendizaje profundo supervisado.
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Nov 12, 2020 - Jupyter Notebook
Expandable Isotropic Multimodal Patch Learning Neural Architecture for the Nano-modal (9) time-series and images data.
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Feb 23, 2024
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
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May 17, 2024 - Python
Awesome Deep Fault Diagnosis
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Sep 8, 2019
A PyTorch implimentation of a conditional Dynamical Variational Autoencoder for remaining useful life estimation
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Sep 20, 2023 - Jupyter Notebook
Multimodal Isotropic Neural Architecture with Patch Embedding to both time series and image data for classification purposes.
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Mar 22, 2024 - Jupyter Notebook
This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS simulated sensor data.
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Nov 17, 2023 - Jupyter Notebook
Reproduction of the work by Hong, Y., Meeker, W. Q., & McCalley, J. D. (2009). Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Annals of Applied Statistics, 3(2), 857-879.
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Jun 28, 2021 - R
Feature clustering and XIA for RUL estimation
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Feb 7, 2024 - Jupyter Notebook
ASE2306-Capstone Project [2019/20 T3] - Aircraft Engine Lifetime Prediction with Machine Learning
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Dec 3, 2020 - Jupyter Notebook
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