TY - JOUR
T1 - Optimal energy management based equivalent hydrogen consumption minimization strategy of DC microgrid
AU - Abdelhalim, Taibi
AU - Kouider, Laroussi
AU - Rezk, Hegazy
AU - Abdelkader, Rouibeh
AU - Mohamed Amine, Hartani
N1 - Publisher Copyright:
© 2024 Hydrogen Energy Publications LLC
PY - 2024/9/19
Y1 - 2024/9/19
N2 - This research paper presents an comprehensive energy management system (EMS) for standalone renewable energy systems, integrating photovoltaic (PV) panels, fuel cells (FC), batteries, and supercapacitors (SC). The study evaluates four EMS strategies: Proportional-Integral (PI) approach, an Equivalent Consumption Minimization Strategy (ECMS), an ECMS optimized with Harris Hawks Optimization (ECMS_HHO), and State Machine Control (SMC) Strategy. The main goal is to minimize fuel consumption and boost system efficiency. Simulations results show that ECMS- based on Harris Hawks Optimization excels, achieving the lowest hydrogen consumption and highest efficiency: 7.1797 g at 86.8601% efficiency in spring, and 8.5521 g at 88.3974% in summer. SMCS, however, has the highest hydrogen consumption, indicating lower efficiency. ECMS_HHO's strategic battery discharge yields a final state of charge of 44.1051% in spring and 44.5713% in summer, emphasizing hydrogen conservation. Thus, ECMS_HHO is identified as a superior, sustainable solution for efficient energy management in the standalone renewable systems.
AB - This research paper presents an comprehensive energy management system (EMS) for standalone renewable energy systems, integrating photovoltaic (PV) panels, fuel cells (FC), batteries, and supercapacitors (SC). The study evaluates four EMS strategies: Proportional-Integral (PI) approach, an Equivalent Consumption Minimization Strategy (ECMS), an ECMS optimized with Harris Hawks Optimization (ECMS_HHO), and State Machine Control (SMC) Strategy. The main goal is to minimize fuel consumption and boost system efficiency. Simulations results show that ECMS- based on Harris Hawks Optimization excels, achieving the lowest hydrogen consumption and highest efficiency: 7.1797 g at 86.8601% efficiency in spring, and 8.5521 g at 88.3974% in summer. SMCS, however, has the highest hydrogen consumption, indicating lower efficiency. ECMS_HHO's strategic battery discharge yields a final state of charge of 44.1051% in spring and 44.5713% in summer, emphasizing hydrogen conservation. Thus, ECMS_HHO is identified as a superior, sustainable solution for efficient energy management in the standalone renewable systems.
KW - Energy management
KW - Hydrogen minimization
KW - MG
UR - http://www.scopus.com/inward/record.url?scp=85200891712&partnerID=8YFLogxK
U2 - 10.1016/j.ijhydene.2024.08.096
DO - 10.1016/j.ijhydene.2024.08.096
M3 - Article
AN - SCOPUS:85200891712
SN - 0360-3199
VL - 83
SP - 355
EP - 366
JO - International Journal of Hydrogen Energy
JF - International Journal of Hydrogen Energy
ER -