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Fault detection in refrigeration systems implementing PCA-RBFN (Principal Component Analysis - Radial Basis Function Neural Network)

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Algorithms Implementation

License: Apache

Read this in other languages: English, Danish.

Table of Contents

About The Project

Built With

Contributors

Thanks to the coordinators that helped with the theoretical content and the report:

Danas Sirvidas
Danas Sirvidas

Oier Ajenjo de Torres
Oier Ajenjo de Torres

Thomas Haugaard
Thomas Haugaard

Violeta Kuldaite
Violeta Kuldaite

Getting Started

To get a local copy up and running follow these simple example steps:

Prerequisites

  • python3

Windows

Download and install Python from this link

Linux

sudo apt install python3 python3-dev

Installation

  1. Clone the repository
git clone https://github.com/CA-834/Algorithms-Implementation
  1. Install Python packages

Windows

pip install -r requirements.txt

Linux

sudo pip3 install -r requirements.txt
  1. You may need to configure additional settings in the settings.py file like db or localizations.

Usage

Contributing

Feel free to open pull requests with new features or bug fixes. Any contributions you make are greatly appreciated.

As the license states, you can fork and even redistribute this as long as it remains as a GPL project.

License

Distributed under the Apache License. See LICENSE for more information.

Contact

Acknowledgements

Jan Dimon Bendtsen
Jan Dimon Bendtsen

John-Josef Leth
John-Josef Leth

Zahra sadat Nourbakhsh Soltani
Zahra sadat Nourbakhsh Soltani

Kresten Kjær Sørensen
Kresten Kjær Sørensen

Credits

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Fault detection in refrigeration systems implementing PCA-RBFN (Principal Component Analysis - Radial Basis Function Neural Network)

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