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A data driven approach towards life predicition of aerospace ball bearings based on the endurance limit dataset.
ball bearing calculation program based on FASTSIM
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.
CRB and TRB bearing life calculation as per 16281
Using LSTM to predict bearings' remaining useful life
Reverse engineered ChatGPT API
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,
Contact mechanics using elastic half-space methods
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.
Elastohydrodynamic Lubrication Point Contact Solver for MATLAB
Fluidity
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).
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.
Bearing Dynamic Load Rating and Life calculations
Remain useful life prediction of rolling bearing.
Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
This notebook is intended to illustrate conditioning monitoring of industrial machinery by walking through a real life dataset of bearing vibration data.
to prediction the remain useful life of bearing based on 2012 PHM data
Python library for gear transmission design
Solving algebric equation of 4th order. Fast and efficient. C++ implementation.
Reduction gear system developed based on orbital drive mechanism. Development was intended to find an alternative of harmonic drive.
Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)
Reamain Useful Life Prediction of Bearing
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
Read and analyze surface topographies
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.