An optimal sizing framework for renewable energy microgrids considering stationary batteries & electric vehicles as mobile energy storage systems: case study in Morocco

The intermittent nature of renewable energy sources poses a significant challenge to the stability of energy systems. This challenge is exacerbated by the increasing global demand and low-carbon transition requirements. This paper introduces the development of a novel framework for the optimal sizing and dispatch of energy in a grid-connected microgrid. The proposed model incorporates solar photovoltaic, stationary energy storage systems, and mobile storage systems utilizing vehicle-to-grid technology. A mixed integer linear programming algorithm was implemented using the Open Energy Modeling Framework to minimize system costs and emissions while maintaining reliability and improving efficiency. The framework was validated through a case study applied to a building of the green energy park research platform. The results demonstrate a competitive levelized cost of energy (LCOE) of approximately 0.85 MAD·kWh −1 , with a renewable energy share of approximately 96%. Hybrid storage inclusion significantly decreases dependence on the grid, enhances energy self-sufficiency, and minimizes the total annual cost (TAC) to 441,403.81 MAD . The inclusion of hybrid storage significantly reduced grid dependence, enhanced energy self-sufficiency, and lowered TAC to 441,403.81 MAD. It also contributes to system flexibility, with electric vehicle batteries supplying 6.6% of total energy production. Furthermore, the sensitivity analysis indicates that projected cost declines in PV systems and batteries could further reduce the LCOE to 0.5 MAD·kWh −1 by 2030 and 0.3 MAD·kWh −1 by 2050. These results underline the economic viability and environmental durability of the proposed microgrid design. This study supports the development of hybrid energy storage systems. This also contributes to the development of more efficient and sustainable energy solutions.

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Publication Details

Journal
Energy Storage and Saving
Published
2026-04-01
DOI
https://doi.org/10.1016/j.enss.2025.07.007
Primary Topic
Electric Vehicles and Infrastructure
Type
article
Field-Weighted Citation Impact
0.00

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article

An optimal sizing framework for renewable energy microgrids considering stationary batteries & electric vehicles as mobile energy storage systems: case study in Morocco

Abdelilah Rochd, Oumaima Mahir, Oussama Ziadi
Energy Storage and Saving
Electric Vehicles and Infrastructure
article

An optimal sizing framework for renewable energy microgrids considering stationary batteries & electric vehicles as mobile energy storage systems: case study in Morocco

Abdelilah Rochd, Oumaima Mahir, Oussama Ziadi
article en

Abstract

The intermittent nature of renewable energy sources poses a significant challenge to the stability of energy systems. This challenge is exacerbated by the increasing global demand and low-carbon transition requirements. This paper introduces the development of a novel framework for the optimal sizing and dispatch of energy in a grid-connected microgrid. The proposed model incorporates solar photovoltaic, stationary energy storage systems, and mobile storage systems utilizing vehicle-to-grid technology. A mixed integer linear programming algorithm was implemented using the Open Energy Modeling Framework to minimize system costs and emissions while maintaining reliability and improving efficiency. The framework was validated through a case study applied to a building of the green energy park research platform. The results demonstrate a competitive levelized cost of energy (LCOE) of approximately 0.85 MAD·kWh −1 , with a renewable energy share of approximately 96%. Hybrid storage inclusion significantly decreases dependence on the grid, enhances energy self-sufficiency, and minimizes the total annual cost (TAC) to 441,403.81 MAD . The inclusion of hybrid storage significantly reduced grid dependence, enhanced energy self-sufficiency, and lowered TAC to 441,403.81 MAD. It also contributes to system flexibility, with electric vehicle batteries supplying 6.6% of total energy production. Furthermore, the sensitivity analysis indicates that projected cost declines in PV systems and batteries could further reduce the LCOE to 0.5 MAD·kWh −1 by 2030 and 0.3 MAD·kWh −1 by 2050. These results underline the economic viability and environmental durability of the proposed microgrid design. This study supports the development of hybrid energy storage systems. This also contributes to the development of more efficient and sustainable energy solutions.

Energy Storage and Saving
Université Mohammed VI Polytechnique (MA), Université Hassan II Mohammedia (MA), Sidi Mohamed Ben Abdellah University (MA), University of Hassan II Casablanca (MA)
Université Mohammed VI Polytechnique, Université Sidi Mohamed Ben Abdellah
Openalex Percentile: Top 18%
Electric Vehicles and Infrastructure
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