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aerospace_bearing_life_analysis

A data driven approach towards life predicition of aerospace ball bearings based on the endurance limit dataset.

ball-bearing-fault-analysis-and-lifetime-prediction

ball_bearing_quasistatic-program

ball bearing calculation program based on FASTSIM

bearing-grease-age-prediction

This work presents a multi-feature fusion neural network (MSFN) comprised of two inception layer-type multiple channel networks (MCN) for both inner-sensor and cross-sensor feature fusion and a deep residual neural network (ResNet) for accurate grease life prediction and bearings health monitoring.

bearinglifecalculation16281

CRB and TRB bearing life calculation as per 16281

bearingrul

Using LSTM to predict bearings' remaining useful life

chatgpt

Reverse engineered ChatGPT API

condition-based-maintenance

This work proposes a joint-probabilistic model between the remaining life and inspection observations, which is then used to perform prognostics on currently installed assets. At every new observation, the forward-looking belief on the asset's remaining life is Bayesian updated, granting dynamic estimations on its failure probability. Consequently,

contactmechanics

Contact mechanics using elastic half-space methods

differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

ehl-point-stationary

Elastohydrodynamic Lubrication Point Contact Solver for MATLAB

fluidity

Fluidity

gear-calculation

A python code to calculate gear geometric quantities according to MAAG book, predicts gear efficiency (power loss) and rolling bearing power losses (modified SKF model).

harmonic-drive-tooth-profile-generator

With this generator, you can develop and simulate tooth profiles for a harmonic drive. These profiles can be imported into CAD programs for further use.

idm

iso-281

Bearing Dynamic Load Rating and Life calculations

iso16281

mixed-lubrication-helical-gear

phm-rul-prediction-by-em

Remain useful life prediction of rolling bearing.

pinn_wind_bearing

Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks

predictive-analytics

This notebook is intended to illustrate conditioning monitoring of industrial machinery by walking through a real life dataset of bearing vibration data.

projectrul

to prediction the remain useful life of bearing based on 2012 PHM data

python-gearbox

Python library for gear transmission design

quartic

Solving algebric equation of 4th order. Fast and efficient. C++ implementation.

reduction-gear-system

Reduction gear system developed based on orbital drive mechanism. Development was intended to find an alternative of harmonic drive.

remaining-useful-life-of-ball-bearing-using-hilbert-huang-entropy

rul-from-vibration-signal

Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)

rul_prediction

Reamain Useful Life Prediction of Bearing

rul_prediction_svm

Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research Paper : https://doi.org/10.1016/j.isatra.2019.08.058

surfacetopography

Read and analyze surface topographies