Revista de Ingeniería Innovativa, Volume 3, Number 12, of December-2019, is a quarterly Journal edited by ECORFAN-Republic of Peru. Av. La Raza, No.1047 - Santa Ana, Cusco-Peru, CP: 11500 http://www.ecorfan.org/republicofperu/rj_ingenieria_innovativa.php, revista@ecorfan.org. Editor in Chief: Ramos Escamilla-María, Co-editor: Gabriel Suyo Cruz. ISSN: 2523-6873. Responsible for the last update of this issue ECORFAN Computer Unit. Imelda Escamilla Bouchán, PhD. Vladimir Luna Soto, PhD. Updated as of December 31, 2019. The opinions expressed by the authors do not necessarily reflect the views of the publisher of the publication. It is strictly forbidden the total or partial reproduction of the contents and images of the publication without permission of the National Institute for the Defense of Competition and Protection of Intellectual Property