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HAL Id: hal-03110492

https://hal.archives-ouvertes.fr/hal-03110492

Submitted on 14 Jan 2021

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Anomaly detection in orthogonal metal cutting based on autoencoder method

Maxime Dawoua Kaoutoing, Raymond Houé Ngouna, Olivier Pantalé, Tibi Beda

To cite this version:

Maxime Dawoua Kaoutoing, Raymond Houé Ngouna, Olivier Pantalé, Tibi Beda. Anomaly detection

in orthogonal metal cutting based on autoencoder method. 9th international Conference on Intelligent

Systems 2018, Sep 2018, Madeira, Portugal. pp.0. �hal-03110492�

(2)

OATAO is an open access repository that collects the work of Toulouse researchers and makes it freely available over the web where possible

Any correspondence concerning this service should be sent

to the repository administrator: tech-oatao@listes-diff.inp-toulouse.fr This is an author’s version published in: http://oatao.univ-toulouse.fr/21325

To cite this version:

Dawoua Kaoutoing, Maxime and Houé Ngouna, Raymond and Pantalé, Olivier and Beda, Tibi Anomaly detection in

orthogonal metal cutting based on autoencoder method. In: 9th international Conference on Intelligent Systems 2018, 25 September 2018 - 27 September 2018 (Madeira, Portugal).

Open Archive Toulouse Archive Ouverte

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1.! Initialize the weights (Wj) and the biases (bj) 2.! Iterate until convergence criterion is reached:

a.! Get the training sample

b.! Update all weights and biases as in (5) and (6):

@ABC , @ABD EF=&/> G'

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(7)

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(8)

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