This project is for Maintenance Predctive

Author: Ayoub OUARKA

Project description:

This project is an example of a dashboard for maintenace predictive, we simluate data by using python script. For predictition: we have a pre-trained model using Random Foreset algorithm with accuracy is: 98%.

How to install:

1. docker-compose up

2. cd mqtt & docker-compose up

3. cd API & python3 app

4. Change API server IP.

5. You need to create a backuet in inflexDB

Google colab link for training model

https://colab.research.google.com/drive/1IUtDla3NHwMAWVA-vfQwVz3xHM8MHoWc?usp=sharing