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
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Updated
Jul 16, 2023 - Python
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
A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.
time-series prediction for predictive maintenance
Predictive maintenance for pump sensor data using a simple LSTM model
Collection of various predictive maintenance solutions, showcasing different approaches and techniques to anticipate and prevent equipment failures.
Master Thesis Project
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers
[IEEEHTC2023] Repo to analyse and predict cutting tool wear using acoustic signals.
Official PyTorch code for UAI 2024 paper "ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding"
Predictive Data Analysis & Text Summarization Using Machine Learning. ACM-VIT Recruitment Task Submission
Implementation of Predicting Survival Time of Ball Bearings in the Presence of Censoring (AAAI Fall Symposium 2023)
Machine Learning end-to-end project for explainable predictive maintenance
Microservices for PTAI web platform
This project is about to find the component failure before it happens in the future. Therefore, a new approach is applied optimization algorithm called Ant colony optimization. This is a preliminary step for this project and still improving on it.
Reliability Analyzer provides a easy to use app for system reliability, availability, maintainability and related analyses that allows you to model the most complex systems and processes using reliability block diagrams (RBDs), fault tree analysis (FTA), or Markov diagrams
Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
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