.png){kind=icon}
返回
Multi-configurational sizing and analysis in a nanogrid using nested integer linear programming
.png){kind=icon}
PRE
AI
DOI：10.1016/j.jclepro.2021.129159.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Optimization algorithms are tools used in the planning and operations of renewable energy-based distributed power systems. Mixed integer linear programming as a classical optimization method is considered in the literature for sizing nanogrid systems due to simplicity and speed. However, the method has limited capabilities in implementing multi-configurational analysis and requires large formulations. In this paper, nested integer linear programming is proposed to decompose the large formulations and simplify the multi-configurational sizing of residential nanogrid in a semiarid zone. The proposed method is aimed at optimal sizing for energy cost reduction and increased supply availability. The method is implemented in multi-stage hybridization of relaxation and integer methods of linear programming to achieve optimal sizes of the nanogrid components using photovoltaics, wind turbines, and battery. The method realizes $72,343 net present cost and 0.3755 $/kWh levelized cost of energy indicating 33% and 11% reductions compared to mixed integer linear programming and particle swarm optimization. System availability of 99.97% is envisaged to achieve 6677-7782 kWh per capita electricity consumption in residential buildings against the existing 150 kWh. Three configurations analyzed indicated the robustness of the proposed method and the multi-configurational designs clarify options against factors such as space, logistics, or policies.
Keyword:
Renewable energy
Nanogrid
Cost of energy
Optimization
Linear programming
Integer programming
期刊
IF:
10
论文数:
4.6W
被引数:
36.8W
机构
引用论文
Optimal sizing of an autonomous photovoltaic/wind/battery/diesel generator microgrid using grasshopper optimization algorithm使用grasshopper优化算法对自治的光伏/风/电池/柴油发电机微电网进行优化调整.png)
SOLAR ENERGY
SOLAR ENERGYIF6.6
PREAI
分享收藏Improving fuel economy and performance of a fuel-cell hybrid electric vehicle (fuel-cell, battery, and ultra-capacitor) using optimized energy management strategy使用优化的能量管理策略提高燃料电池混合动力电动汽车 (燃料电池、电池和超级电容器) 的燃油经济性和性能
PREAI
分享收藏A MILP methodology to optimize sizing of PV - Wind renewable energy systems一种优化光伏风能可再生能源系统规模的MILP方法ENERGY
OAAI
ENERGYIF9.4
OAAI分享收藏Optimal siting and sizing of tri-generation equipment for developing an autonomous community microgrid considering uncertainties考虑不确定性的自治社区微电网三代发电设备的最佳位置和尺寸
PREAI
分享收藏A mixed integer linear programming approach for optimal DER portfolio, sizing, and placement in multi-energy microgrids一种混合整数线性规划方法，用于多能源微电网中的最佳DER组合，大小和位置APPLIED ENERGYOAAI
APPLIED ENERGYIF11
OAAI分享收藏Mix-mode energy management strategy and battery sizing for economic operation of grid-tied microgridENERGYOAAI
ENERGYIF9.4
OAAI分享收藏
查看更多内容