共 46 条
An economic and environmental optimization model for sizing a hybrid renewable energy and battery storage system in off-grid farms
被引:10
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
来源:
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
相关论文