I would like to thank the Universidade Federal do Amapá (Unifap) for the opportunity granted to qualify for a doctorate and to fully withdraw from the position of professor, as well as to all of the Electrical Engineering collegiate who supported me, especially Prof.Alaan Ubaiara and Prof. Kellen Gomes.I thank my family for always being present in my life, my parents, Pedro Paulo and Rosemeire, for the education given to me, and immense gratitude to Aline Thiele who knew how to be a great companion when I could not be there and who gave me the strength to stay focused. I would like to thank my great friend Hellen Paiva for her help in developing the LabVIEW program, which was used as a tool for the development of this Ph.D. Dissertation, without her contribution it would not have the same level of quality. I would like to thank the CENDAT Group, Engineers Acácio Neto and Milton Shigihara who welcomed me on my admission, explaining the experimental system, clearing up my doubts whenever they arose. And Prof. Dr. Arnaldo G. Kanashiro for encouraging my studies, and I also thank Diana for everything I learned with her help and friendship. Finally, I would like to thank the Institute of Energy and the Environment of the University of São Paulo, which provided the conditions for the development of this work, the Financier of Studies and Projects (FINEP), Companhia Paulista de Força e Luz (CPFL) and Rio Grande Energia (RGE), who provided financial support for the development of the two experimental systems (USP/SP System: CPFL Support and URI system: RGE, CPFL and FINEP support)."If you don't know, the thing to do is not to get scared, but to learn."