This Manuscript delves into a deeper understanding of the fundamental concept of electrolysis, detailing the main types of Electrolyzers and conducting a meticulous analysis of their advantages and disadvantages. Additionally, this work presents a thorough examination of DC-DC and AC-DC converters, which are crucial in applications aimed at the production of green hydrogen, illustrating their functionality and applicability in great detail. Furthermore, the manuscript explores the diversity of power electronic systems employed in the production of green hydrogen, emphasizing the critical role of converters in this context. The investigation extends to effective strategies for integrating these technologies, aiming to optimize the green hydrogen production process. This study intends to be a significant contribution to the advancement of knowledge in sustainable technologies, highlighting power electronics as a fundamental vector in electrolysis, promoting the generation of renewable energies, and reinforcing the commitment to a greener and more sustainable future.