Energy Management System Comparison Among Fuzzy Strategies Julio C. Peña-Aguirre, Francisco J. Pérez-Pinal, Yosafat J. Samano-Flores, Alejandro I. Barranco-Gutierrez, Gilberto Gonzalez Gomez, Tomas Serrano Ramirez IEEE Access, 2025 This study evaluates and compares energy management systems (EMS) for hybrid vehicles using fuzzy logic strategies to optimize energy distribution between fuel cells (FC) and batteries. Key components, including the Proton Exchange Membrane Fuel Cell (PEMFC) and the Permanent Magnet Synchronous Motor (PMSM), were modeled and validated using MATLAB-Simulink, LabVIEW, and Hardware-in-the-Loop (HIL) testing. Peña’s EMS demonstrated the highest efficiency, achieving a fuel cell average power output of 8.5 kW, an efficiency of 74.35%, and a state of charge (SOC) improvement of 34.25%. Other strategies, including those of Esoufi, Hemi, and Zhao, exhibited average power outputs ranging from 7.28 to 7.79 kW and SOC improvements of 22.96% to 28.35%. These results emphasize the advantages of Peña’s fuzzy logic-based EMS in balancing energy demands, reducing battery stress, and extending battery life under urban driving conditions. The findings highlight fuzzy logic as a superior approach to traditional methods for managing hybrid vehicle powertrains, particularly in scenarios with frequent acceleration and deceleration.
Fuzzy Logic Power Management Strategy for a Residential DC-Microgrid Julio C. Pena-Aguirre, Alejandro-Israel Barranco-Gutierrez, Jose A. Padilla-Medina, Alejandro Espinosa-Calderon, Francisco J. Perez-Pinal IEEE Access, 2020 Power management strategies (PMS) are applied to keep a balance, between different energy sources (i.e. solar, wind, geothermal, hydro), storage units (i.e. fuel cell, batteries, fly wheel) and loads. Up to date, there has been reported several advance techniques to solve this task, for instance: Fuzzy Logic, Deep Learning, Droop Control, Bayesian Networks, among others. Nevertheless, some of those PMS are over simplified and others are too complex to be programmed in devices with limited resources. To solve these issues, this paper proposes a PMS based on Fuzzy Logic, which keeps a balance between those two goals. Characteristics of the proposed PMS are a small number of rules; fulfillment of the demanded power at every time; reducing use of the storage unit; and keeping a balance between the different sources, storage unit and loads. The proposed PMS is numerically evaluated by using SIMULINK-MATLAB®, in a 10kW residential DC Microgrid (MG), and validated by using a Hardware in the Loop platform (NI myRio-1900 and Typhoon HIL402). A comparison with three popular advance techniques demonstrates the feasibility of the proposed PMS.
RECENT SCHOLAR PUBLICATIONS
Sistema de Adquisición y Procesamiento de Señales de Batería y Motor en un Vehículo Eléctrico SRTAMJ Sánchez Ortiz Yoselin Estefanía, Peña Aguirre Julio Cesar,Samano ... La Mecatronica en México 1 (15), 260 - 279 , 2026 2026
Método Simplificado para la Evaluación de Ruidoen Lavadoras de Carga Frontal bajo CondicionesReales de Operación en Campo Libre RLIPAJC Zárate Espinosa Roberto, Campos Tovar Adolfo, Alfaro MéndezJonathan LA MECATRÓNICA EN MÉXICO 1 (15), 258 - 274 , 2026 2026
Energy management system comparison among fuzzy strategies JC Peña-Aguirre, FJ Pérez-Pinal, YJ Samano-Flores, ... IEEE Access , 2025 2025
Procesamiento Paralelo de 2 FPGAs para Control y Aplicaciones Autotrónicas. Ó Villanueva-Medina, JC Peña-Aguirre, YJ Samano-Flores, ... Tecnología, Ciencia y Estudios Organizacionales 6 (12), 193-205 , 2024 2024
Control Remoto de Vehículo a Escala Usando ESP32 y Bluetooth con Mando PS5 JJG Hernández, JC Peña-Aguirre, YJ Samano-Flores, T Serrano-Ramírez Tecnología, Ciencia y Estudios Organizacionales 6 (12), 206-214 , 2024 2024
Design of a single-seater chassis for a BAJA SAE vehicle. A Lozano-Díaz, J Alfaro-Méndez, T Serrano-Ramírez, JC Peña-Aguirre Journal of Technological Prototypes/Revista de Prototipos Tecnológicos 10 (25) , 2024 2024
Fuzzy logic power management strategy for a residential DC-microgrid JC Peña-Aguirre, AI Barranco-Gutiérrez, JA Padilla-Medina, ... IEEE Access 8, 116733-116743 , 2020 2020 Citations: 48
INTERFAZ GRÁFICA DE MONITOREO Y CONTROL PARA UN MOTOR DE CORRIENTE DIRECTA AJ Garibay, QM Rosas, JCP Aguirre Pistas Educativas 35 (109) , 2018 2018
PLATAFORMA DE MONITOREO DE UN SISTEMA EÓLICO UTILIZANDO EL MÉTODO DE APRENDIZAJE “PROJECT-ORIENTED PROBLEM-BASED” JCP Aguirre, AAJ Garibay Pistas Educativas 38 (119) , 2018 2018
Control Difuso para un Convertidor CD-CD Aplicado a Sistemas Fotovoltaicos en los Modos MPPT y CV JCP Aguirre, AR Agundis, EJJR Segura, JJM Nolasco Pistas Educativas 39 (128) , 2018 2018 Citations: 2
SISTEMA DE ADMINISTRACIÓN DE ENERGÍA BASADO EN LÓGICA DIFUSA APLICADO EN LABVIEW JCP Aguirre, AR Agundis Pistas Educativas 39 (125) , 2017 2017
MOST CITED SCHOLAR PUBLICATIONS
Fuzzy logic power management strategy for a residential DC-microgrid JC Peña-Aguirre, AI Barranco-Gutiérrez, JA Padilla-Medina, ... IEEE Access 8, 116733-116743 , 2020 2020 Citations: 48
Control Difuso para un Convertidor CD-CD Aplicado a Sistemas Fotovoltaicos en los Modos MPPT y CV JCP Aguirre, AR Agundis, EJJR Segura, JJM Nolasco Pistas Educativas 39 (128) , 2018 2018 Citations: 2
Sistema de Adquisición y Procesamiento de Señales de Batería y Motor en un Vehículo Eléctrico SRTAMJ Sánchez Ortiz Yoselin Estefanía, Peña Aguirre Julio Cesar,Samano ... La Mecatronica en México 1 (15), 260 - 279 , 2026 2026
Método Simplificado para la Evaluación de Ruidoen Lavadoras de Carga Frontal bajo CondicionesReales de Operación en Campo Libre RLIPAJC Zárate Espinosa Roberto, Campos Tovar Adolfo, Alfaro MéndezJonathan LA MECATRÓNICA EN MÉXICO 1 (15), 258 - 274 , 2026 2026
Energy management system comparison among fuzzy strategies JC Peña-Aguirre, FJ Pérez-Pinal, YJ Samano-Flores, ... IEEE Access , 2025 2025
Procesamiento Paralelo de 2 FPGAs para Control y Aplicaciones Autotrónicas. Ó Villanueva-Medina, JC Peña-Aguirre, YJ Samano-Flores, ... Tecnología, Ciencia y Estudios Organizacionales 6 (12), 193-205 , 2024 2024
Control Remoto de Vehículo a Escala Usando ESP32 y Bluetooth con Mando PS5 JJG Hernández, JC Peña-Aguirre, YJ Samano-Flores, T Serrano-Ramírez Tecnología, Ciencia y Estudios Organizacionales 6 (12), 206-214 , 2024 2024
Design of a single-seater chassis for a BAJA SAE vehicle. A Lozano-Díaz, J Alfaro-Méndez, T Serrano-Ramírez, JC Peña-Aguirre Journal of Technological Prototypes/Revista de Prototipos Tecnológicos 10 (25) , 2024 2024
INTERFAZ GRÁFICA DE MONITOREO Y CONTROL PARA UN MOTOR DE CORRIENTE DIRECTA AJ Garibay, QM Rosas, JCP Aguirre Pistas Educativas 35 (109) , 2018 2018
PLATAFORMA DE MONITOREO DE UN SISTEMA EÓLICO UTILIZANDO EL MÉTODO DE APRENDIZAJE “PROJECT-ORIENTED PROBLEM-BASED” JCP Aguirre, AAJ Garibay Pistas Educativas 38 (119) , 2018 2018
SISTEMA DE ADMINISTRACIÓN DE ENERGÍA BASADO EN LÓGICA DIFUSA APLICADO EN LABVIEW JCP Aguirre, AR Agundis Pistas Educativas 39 (125) , 2017 2017