https://towardsdatascience.com/extreme-rare-event-classification-remaining-useful-life-estimation-using-lstm-in-keras-81c9b5aa15f0 A regression based approach to estimate the Remaining Useful Life …

http://cs230.stanford.edu/projects_fall_2021/reports/103161780.pdf

good reference https://www.sciencedirect.com/science/article/abs/pii/S1364032121011102#dfig1 Code for paper "An end-to-end neural network framework for SOH estimation and RUL prediction of lithium …

Good reference based on normal NASA data

Good reference, data processing and model

http://li.mit.edu/Archive/Papers/22/Hsu22XiongAE.pdf

MALTAB Gaussian Process, example

Good reference, data processing, Course project, LSTM, with report, NASA data

Will refer to this one, LSTM and antoencoder, NASA randomized

The GitHub repository accompanying the MSc Thesis at Esade written by Oliver Caspers regarding the topic “Predictive Maintenance for Lithium-Ion Batteries: Predicting the Remaining Useful Life (RUL…

Very good reference using normal NASA by good ML process, partial dependance, paper inside, good reference

CALCE, data processing, LSTM, simple

2, torch, NASA, data processing, LSTM, simple example

nature paper, LSTM, own data, new features

Good OOD structure with Python, LTSM, own data, python file

2, NASA, LTSM, LR, DataProcessing, use capacity as x_train

NASA turbo data for prognosis, good reference with data processing and diff ML methods

Matlab, NASA, FNN LSTM

Convert NASA mat to csv

Torch with NASA data, Transformer, OOD in jupyter

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

2, simple SVR, NASA

Implement the LeNet deep neural network model with TensorFlow.

Udacity Self Driving Car Nanodegree - Traffic Sign Classifier

Udacity Self Driving Car Nanodegree - Behavioral Cloning

Udacity Self-Driving Car Nanodegree - Extended Kalman Filter implementation

Tools for Sensor Fusion processing.

CarND MPC Quizzes