An economic and environmental optimization model for sizing a hybrid renewable energy and battery storage system in off-grid farms

被引:12
作者
Garcia, Aida Merida [1 ,2 ]
Gallagher, John [1 ]
Diaz, Juan Antonio Rodriguez [2 ]
McNabola, Aonghus [1 ]
机构
[1] Univ Dublin, Trinity Coll Dublin, Dept Civil Struct & Environm Engn, Dublin 2, Ireland
[2] Univ Cordoba, Dept Agron, Campus Rabanales,Edif Da Vinci, Cordoba 14071, Spain
关键词
Micro; -hydropower; Photovoltaic; Hybrid renewable energy; Life cycle cost; Life cycle assessment; MULTIOBJECTIVE GENETIC ALGORITHM; OPTIMAL-DESIGN; PHOTOVOLTAIC SYSTEM; IRRIGATION SYSTEMS; MANAGEMENT; PERFORMANCE; TECHNOLOGY; DIESEL; CARBON;
D O I
10.1016/j.renene.2023.119588
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a model for optimizing the life cycle economic and environmental impacts of a hybrid renewable energy and battery storage system - as energy supply technologies (EST) for off-grid farms. Microhydropower and photovoltaics represent the primary renewable energy (RE) sources, with batteries and a diesel generator considered as possible back-up systems. A modified Non-dominated Sorting Genetic Algorithm II (NSGA-II) was developed and applied to a case study farm in Southern Spain and provided different EST solutions to optimize a design based on economic (life cycle costing or LCC) and environmental (life cycle assessment or LCA) constraints. The results highlighted that cases with a strong dependence on batteries could achieve minimum costs and lower impacts for climate change and energy resources (non-renewable fuels). In contrast, the optimal system for minimizing the consumption of material resources (metals/minerals) resulted in higher fuel use, which was up to 25% more expensive. The optimal EST solutions used up to 37% of the total energy generated; however, the results were sensitive to energy production-demand distributions. This methodology can help identify the most cost-effective solutions with the lower environmental impacts for decarbonizing the agricultural sector.
引用
收藏
页数:17
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