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A methodology to improve the performance of PV integrated shading devices using multi-objective optimization

机译:一种通过多目标优化提高PV集成阴影装置性能的方法

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Solar energy can be exploited efficiently in building facades using building integrated photovoltaics (BIPV). This study presents a methodology to optimize the design of fixed, parametrically modelled PV integrated shading devices (PVSDs) based on multi-objective optimization (MOO) coupled with integrated thermal, electric, and lighting simulations. The goal of this work is to gain insight into the potential benefits of using optimization algorithms for PVSD design. This task is carried out by evaluating the extent to which competing solar energy uses can be balanced with regard to thermal, visual and electrical parameters; and investigating whether existing simulation tools successfully characterize the complexity associated with PVSDs.The methodology developed is used to design and assess the performance of different optimized configurations of a fixed exterior louvre PVSD installed on the southern face of an office building in a Nordic climate. The parameters used for the optimization were the number of louvre-blades as well as their individual tilt angle and position along the vertical axis. This allowed the introduction of a higher degree of eclecticism through the optimization process compared to standard shading systems. The three objectives of the optimization were the total net energy demand, the energy converted by the PV material, and the daylighting level in the zone measured as the continuous daylight autonomy. The results highlighted that configurations with smaller louvres counts were preferable for the specific case study and that optimization increased the performance of the PVSD compared to a reference case. The results of the study also demonstrated that the application of the proposed methodology was able to improve the exploitation of solar energy through a multi-domain fa cade, and thereby that advanced simulation tools, in this case, allowed overcoming the limitations of more standardized facade configurations. Based on these findings, it is assumed that methodologies like the one developed in this article can be a starting point to stimulate successful discussion and foster fruitful collaboration between researchers, stakeholders, and facade manufacturers, resulting in the development of innovative technological solar integrated facade solutions.
机译:太阳能可以在使用建筑集成光伏(BIPV)的建筑物外观中有效利用。本研究提出了一种方法来优化基于与集成热,电动和照明模拟的多目标优化(MOO)的多目标优化(MOO)的固定式参数模型的PV集成遮阳设备(PVSD)的设计。这项工作的目标是深入了解使用PVSD设计的优化算法的潜在好处。该任务是通过评估竞争太阳能使用的程度,可以在热,视觉和电气参数方面进行平衡;并调查现有的仿真工具是否成功地表征了与PVSD相关的复杂性。该方法用于设计和评估在北欧气候的办公楼南面安装的固定外部LOUVRE PVSD的不同优化配置的性能。用于优化的参数是LOUVRE-叶片的数量以及它们的各个倾斜角度和沿垂直轴的位置。与标准着色系统相比,这通过优化过程允许引入更高程度的折衷主义。优化的三个目标是总净能源需求,由光伏材料转换的能量,以及作为连续日光自治的区域中的日光水平。结果突出显示,对于特定情况研究,优选具有较小Louvres计数的配置,并且优化与参考情况相比,该优化增加了PVSD的性能。研究结果还证明了所提出的方法的应用能够通过多域FA CADE来改善太阳能的开发,从而在这种情况下,先进的仿真工具允许克服更多标准化外观的限制配置。基于这些发现,假设本文中开发的方法可以是刺激成功讨论和促进研究人员,利益相关者和外立面制造商之间的富有成效合作的起点,从而产生创新技术太阳能集成门面解决方案的发展。

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