HarshGupta-DS / Predictive-Maintainence-using-Data-Analysis-and-Time-Series-ForecastingLinks
Predictive Maintenance avoids the drawbacks of Preventive Maintenance (under utilization of a part's life) and Reactive Maintenance (unscheduled downtime). Based on the health of an equipment in the past, future point of failure can be predicted in Predictive Maintenance. Thus, replacement of parts can be scheduled just before the actual failure…
☆17Updated 3 years ago
Alternatives and similar repositories for Predictive-Maintainence-using-Data-Analysis-and-Time-Series-Forecasting
Users that are interested in Predictive-Maintainence-using-Data-Analysis-and-Time-Series-Forecasting are comparing it to the libraries listed below
Sorting:
- Inventory Management for Retail — Deterministic Demand☆18Updated last month
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆26Updated 3 years ago
- Product Segmentation for Retail with Python☆10Updated last month
- Application of machine/deep learning models & algorithms in the energy sector☆16Updated last year
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆23Updated 2 years ago
- package for automated sales forecasting☆20Updated 2 years ago
- This project focuses on Supply Chain Analytics and Demand Forecasting using advanced analytics and models to optimize operations and pred…☆14Updated last year
- Developed at the IEEE CS SPIT Aeravat 1.0 AI Hackathon☆15Updated last year
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 3 years ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆29Updated 5 years ago
- The goal of the project was to design the logistic model of autonomous robots that would supply garment parts from the Cutting Dept to th…☆26Updated 4 years ago
- Digital twin for reliability and predictive maintenance☆23Updated 9 months ago
- Profit-driven demand forecasting with gradient boosted trees☆11Updated 2 years ago
- Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the re…☆89Updated last year
- Deep Learning applied to predictive maintenance use cases☆40Updated 5 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆69Updated 3 years ago
- Implement inventory management rules based on a periodic review policy☆14Updated last month
- Reinforcement Learning for Optimal inventory policy☆34Updated 4 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆49Updated 4 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Updated 5 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆22Updated 2 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Updated 5 years ago
- Big Data Inventory Management on AWS (Demand Forecasting, Machine Learning, Dashboarding) : Presented at Carlson School of Management dur…☆11Updated 5 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆24Updated last year
- ☆25Updated 5 years ago
- Inventory Management for Retail — Stochastic Demand☆18Updated last month
- This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and…☆34Updated 2 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆15Updated 5 years ago
- Reinforcement Learning for Supply Chain Optimization☆14Updated 6 years ago
- Link to paper: https://www.ssrn.com/abstract=3804655☆13Updated 4 years ago