May 1, 2023 · Capacity allocation and energy management strategies for energy storage are critical to the safety and economical operation of microgrids. In this paper, an improved energy
Multi-objective planning and optimal configuration of wind, solar, and energy storage in interconnected microgrid clusters using Vine Copula scenario generation and antlion optimization
Jun 5, 2025 · The results show that when and the wind resources storage configuration scheme with the minimum objective function meets all constraints, the optimal wind resources, solar
Hybrid Renewable Energy Systems (HRES), particularly those independent of the grid and powered by wind and solar energy, have gained increased interest as potential solutions to
Jul 28, 2025 · The wind–solar–thermal complementary energy system integrates long-term energy storage planning with a short-term operation
A double-layer optimization model of energy storage system capacity configuration and wind-solar storage micro-grid system operation is established to realize PV, wind power, and load
Jul 28, 2025 · The wind–solar–thermal complementary energy system integrates long-term energy storage planning with a short-term operation strategy through internal and external
Nov 17, 2023 · The wind–solar energy storage system''s capacity configuration is optimized using a genetic algorithm to maximize profit. Different methods are compared in island/grid
Apr 25, 2025 · By inputting 8760 h of wind and solar resource data and load data for a specific region, and considering multiple system structures and power supply modes, the configuration
Sep 23, 2024 · Recently, China has initiated the construction of large-scale new energy bases to transmit the abundant wind and solar energy from the northwest to the eastern regions. The
In this paper, the capacity optimization model of the complementary energy storage system is established based on the analysis of the wind-solar energy storage principle and the energy
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The optimal photovoltaic storage capacity configuration is calculated with the objective of minimizing the initial investment. In the literature , a compromise approach was proposed to achieve the maximum utilization of wind power and the minimum cost of energy storage devices with the goal of smoothing the power output of wind power.
Based on the above research, an improved energy management strategy considering real-time electricity price combined with state of charge is proposed for the optimal configuration of wind-solar storage microgrid energy storage system, and solved by linear programming .
In the literature , a battery storage capacity optimization model that integrates wind power scheduling power optimization and variable lifetime characteristics was proposed with the objective of maximizing the annual return of the combined wind storage system.
Wind-Solar Storage Microgrid System Structure The wind-solar-storage microgrid system is mainly composed of wind power system, PV system, energy storage system, energy management system and energy conversion device , as shown in Fig. 1. Figure 1.
