Browsing by Author "803a8011-b106-4490-be32-fb37d516d212"
Now showing items 1-5 of 5
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Rozas, Heraldo; Jaramillo, Francisco; Pérez, Aramis; Jiménez, Diego; Orchard Concha, Marcos; Medjaher, Kamal (Elsevier, 2020)Failure prognostic algorithms require to reduce the computational burden associated with their implementation to ensure real-time performance in embedded systems. In this regard, this paper presents a method that allows ...
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Leottau, David L.; Lobos Tsunekawa, Kenzo; Jaramillo, Francisco; Ruiz del Solar, Javier (Elsevier, 2019)Many Reinforcement Learning (RL) real-world applications have multi-dimensional action spaces which suffer from the combinatorial explosion of complexity. Then, it may turn infeasible to implement Centralized RL (CRL) ...
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Jaramillo, Francisco; Orchard Concha, Marcos; Muñoz, Carlos; Zamorano, Mauricio; Antileo, Christian (Academic Press, 2018)The optimization of biological nitrogen removal (BNR) in sequencing batch reactors has become the aim of researchers worldwide in order to increase efficiency and reduce energy and operating costs. This research has focused ...
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Jaramillo, Francisco; Orchard Concha, Marcos; Muñoz, Carlos; Antileo, Christian; Sáez, Doris; Espinoza, Pablo (Elsevier B.V., 2018)We present a strategy for the on-line estimation of the aerobic reaction phase length for a partial nitrification process with pH and dissolved oxygen closed-loop control. To overcome existing drawbacks associated to partial ...
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Paccha Herrera, Edwin; Calderón Muñoz, Williams; Orchard, Marcos; Jaramillo, Francisco; Medjaher, Kamal (MDPI, 2020)Temperature prediction of a battery plays a significant role in terms of energy efficiency and safety of electric vehicles, as well as several kinds of electric and electronic devices. In this regard, it is crucial to ...