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

机译:一种使用多目标优化提高光伏集成遮阳设备性能的方法

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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:使用建筑集成光伏(BIPV)可以在建筑立面中有效利用太阳能。这项研究提出了一种基于多目标优化(MOO)以及集成的热,电和照明模拟来优化固定参数化PV集成遮阳设备(PVSD)设计的方法。这项工作的目的是深入了解使用优化算法进行PVSD设计的潜在好处。通过评估在热,视觉和电参数方面可以平衡竞争性太阳能使用的程度来完成这项任务;并研究了现有的仿真工具是否成功地表征了与PVSD相关的复杂性。所开发的方法用于设计和评估北欧气候下安装在办公楼南侧的固定外部百叶窗PVSD的不同优化配置的性能。用于优化的参数是百叶叶片的数量以及它们各自的倾斜角度和沿垂直轴的位置。与标准阴影系统相比,这可以通过优化过程引入更高程度的折衷主义。优化的三个目标是总净能量需求,由PV材料转换的能量以及该区域中的采光水平,以连续的日光自治度来衡量。结果强调,百叶窗数量较小的配置对于特定案例研究是更可取的,并且与参考案例相比,优化可以提高PVSD的性能。研究结果还表明,所提出方法的应用能够通过多领域立面改善太阳能的利用,因此,在这种情况下,先进的仿真工具可以克服更加标准化的立面的局限性配置。根据这些发现,可以认为本文所开发的方法可以作为激发成功讨论并促进研究人员,利益相关者和外墙制造商之间富有成果的合作的起点,从而开发出创新的太阳能集成外墙解决方案。

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