williamhuybui / Oil-Gas-Leakage-Analysis-and-Equipment-Failure-Detection
Examine the all the leakages happened from 2010-2017 and apply machine learning to detect equipment failure
☆12Updated 5 years ago
Alternatives and similar repositories for Oil-Gas-Leakage-Analysis-and-Equipment-Failure-Detection:
Users that are interested in Oil-Gas-Leakage-Analysis-and-Equipment-Failure-Detection are comparing it to the libraries listed below
- ☆11Updated 4 years ago
- Deep Learning applied to predictive maintenance use cases☆36Updated 5 years ago
- Shared New Acoustic Leakage Data Set☆17Updated 3 years ago
- ANN based electrical fault detection and classification using line and phase currents and voltages.☆14Updated 2 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 5 years ago
- ☆15Updated 3 years ago
- time-series prediction for predictive maintenance☆49Updated 6 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆45Updated 2 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆21Updated 2 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆70Updated 3 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆125Updated 3 years ago
- This is an experimental of anomalies detection by applying different approach to the problem. PCA component regularization method, K-Mean…☆21Updated 6 years ago
- Predicting Weather using CNN-LSTM☆61Updated 5 years ago
- The following is a machine learning project to classify induction motor fault modes.☆34Updated 3 years ago
- Wind turbine fault detection using one class SVM☆13Updated 3 years ago
- This repository contains example of keras-tcn on easy way.☆56Updated 4 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆58Updated 2 years ago
- Machine learning applied to wind turbines incipient fault detection.☆88Updated 3 years ago
- Incorporating Inductive Bias into Deep Learning: A Perspective from Automated Visual Inspection in Aircraft Maintenance☆55Updated 5 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems☆42Updated 2 years ago
- This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output…☆79Updated 2 years ago
- This repository employs MLP and the monitored acoustic emission data to predict the corrosion rates of reinforcements of marine pile foun…☆15Updated 5 years ago
- False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics☆46Updated 4 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆28Updated 11 months ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 5 years ago
- SmartPracticeschool / SBSPS-Challenge-1160-Predicting-the-energy-output-of-wind-turbine-based-on-weather-conditionPredicting Energy Output of Wind Turbine☆22Updated 2 years ago
- Clustering using tslearn for Time Series Data.☆49Updated 2 years ago
- Analyze vibration/shock signal using python spicy, bumpy and python☆47Updated 8 years ago
- This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Sup…☆24Updated 2 years ago