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Construction of kinetic models has become an indispensable step in the development and scale up of processes in the industry. Model-based design of experiments (MBDoE) has been widely used for the purpose of improving parameter precision in nonlinear

Externí odkaz: http://arxiv.org/abs/2011.10009

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Chance Constrained Policy Optimization for Process Control and Optimization

Autor: Petsagkourakis, Panagiotis, Sandoval, Ilya Orson, Bradford, Eric, Galvanin, Federico, Zhang, Dongda, del Rio-Chanona, Ehecatl Antonio

Chemical process optimization and control are affected by 1) plant-model mismatch, 2) process disturbances, and 3) constraints for safe operation. Reinforcement learning by policy optimization would be a natural way to solve this due to its ability t

Externí odkaz: http://arxiv.org/abs/2008.00030

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Akademický článek

PADRÕES DE DESMATAMENTO NOS BIOMAS AMAZÔNIA, CERRADO E PANTANAL NA BACIA HIDROGRÁFICA DO ALTO PARAGUAI, MATO GROSSO - BRASIL

Autor: Alexander Webber Perlandim Ramos, Úrsula Ruchkys de Azevedo, Fernanda Vieira Xavier, Sandra Mara Alves da Silva Neves, Edineia Aparecida dos Santos Galvanin

Publikováno v: Revista Geográfica Acadêmica, Vol 17, Iss 2 (2023)

O objetivo deste estudo é analisar a dinâmica espacial da cobertura vegetal e uso da terra e a taxa de desmatamento na Bacia Hidrográfica do Alto Paraguai, localizada no estado brasileiro de Mato Grosso, visando que as informações possam contrib

Externí odkaz: https://doaj.org/article/816b6d18837b45b88261edfaf584dd82

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