Characterization of the Collagen Extraction Manufacturing Process Using Markov Chains and Artificial Neural Networks

Characterization of the Collagen Extraction Manufacturing Process Using Markov Chains and Artificial Neural Networks

Modelling a process requires a priori knowledge of the possible causal relationships between the study variables and the response, especially when the raw material is waste. A new approach to characterizing a manufacturing process is presented to extend data that are difficult to obtain by direct ex...

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Bibliographic Details
Main Authors: Rosa Trasvina-Osorio, Sergio Alonso-Romero, Juan de Anda-Suarez, Valentin Calzada-Ledesma, Javier Yanez-Mendiola, Luis Fernando Villanueva-Jimenez, Erick Rojas-Mancera
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Collagen
tilapia
Markov chain Monte Carlo
artificial neural network
Online Access:https://ieeexplore.ieee.org/document/10857333/
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