A simulation game where your goal is to maximize profit & lifespan of your machine, with sensors & predictive analytics at your disposal. If it breaks, you lose!
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Updated
Aug 29, 2024 - Python
A simulation game where your goal is to maximize profit & lifespan of your machine, with sensors & predictive analytics at your disposal. If it breaks, you lose!
[IEEEHTC2023] Repo to analyse and predict cutting tool wear using acoustic signals.
Collection of various predictive maintenance solutions, showcasing different approaches and techniques to anticipate and prevent equipment failures.
A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.
CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds
Atlantic: Automated Data Preprocessing Framework for Supervised Machine Learning
A fast solver for Markov Decision Processes
Official PyTorch code for UAI 2024 paper "ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding"
Implementation of Predicting Survival Time of Ball Bearings in the Presence of Censoring (AAAI Fall Symposium 2023)
Industrial Predictive Maintenance using Sony Spresense and edgeML
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers
Master Thesis Project
Microservices for PTAI web platform
Estimating life expectancy for users' hard drive disks thanks to Python scripts and a statistic analysis based on BackBlaze open data and our Weibull curve model
This research is conducted as part of the NSBE Aerospace SIG internship program. It is focused on investigating The Feasibility of Implementing Predictive maintenance on Rotorcraft Health and Usage Monitoring Systems.
Scalable framework for Predictive Maintenance applications
Partially Hidden Markov Chain Multivariate Linear AutoRegressive model
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