https://github.com/mshuqair/simunet

Simulation of a Mathematical Model for Maintenance Cost Management using Artificial Neural Networks
https://github.com/mshuqair/simunet

artificial-neural-networks cost-estimation keras machines maintenance regression

Last synced: about 1 month ago
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Simulation of a Mathematical Model for Maintenance Cost Management using Artificial Neural Networks

• Host: GitHub
• URL: https://github.com/mshuqair/simunet
• Owner: mshuqair
• License: mit
• Created: 2024-09-13T18:41:19.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-09-16T13:22:40.000Z (4 months ago)
• Last Synced: 2024-11-21T19:51:36.154Z (about 1 month ago)
• Topics: artificial-neural-networks, cost-estimation, keras, machines, maintenance, regression
• Language: Python
• Homepage:
• Size: 148 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# SimuNet

- Simulation of a Mathematical Model for Maintenance Cost Management using Artificial Neural Network

- This was initially developed as a Student Project report in partial fulfillment of the MSc degree in Mechatronics at the University of Siegen

- The original artificial neural networks were designed using Neuroph Studio. However, this is an updated version using Python and Keras.

- The report is available at: http://dx.doi.org/10.13140/RG.2.2.16149.13281

## Introduction

## Definition

## Conclusions

## References

## Code Requirements

The code was run and tested using the following:

- Python		3.10.11

- matplotlib	3.9.0

- seaborn		0.13.2

- numpy			1.26.3