DAYLIGHTING PERFORMANCE SIMULATION: PREDICTION ACCURACY/PROCESSING SPEED TRADE-OFF

IF 0.7 4区 艺术学 0 ARCHITECTURE Journal of Green Building Pub Date : 2023-03-01 DOI:10.3992/jgb.18.2.133
Sahar Abdelwahab, P. Rutherford, M. Mayhoub
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Abstract

In daylighting performance simulations of façade systems, a trade-off is often required between processing speed and prediction accuracy. This is particularly relevant at design onset, where plausible simulation outcomes are essential to drive decisions between several alternative façade configurations. To help address this trade-off, this paper presents a sensitivity analysis evaluating the influence of key input parameter settings, namely ambient bounces and grid size, on the convergence of performance outcomes and on simulation run times. The results provide statistical evidence that, although lower precision settings mostly accelerate calculations, they decrease the accuracy of prediction estimates, particularly for complex façades. Conversely, the relative increased accuracy resulting from higher precision simulations might reach a point where differences have a negligible practical impact. The paper concludes with a range of recommendations to support the early-stage selection of parameter settings and contributes to more robust simulation outcomes towards reducing the gap between simulated and measured data.
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采光性能仿真:预测精度/处理速度权衡
在遮光系统的采光性能模拟中,通常需要在处理速度和预测精度之间进行权衡。这在设计开始时尤其重要,在设计开始时,合理的模拟结果对于驱动几个可选的farade配置之间的决策至关重要。为了帮助解决这种权衡,本文提出了一个敏感性分析,评估关键输入参数设置(即环境反弹和网格大小)对性能结果收敛和模拟运行时间的影响。结果提供了统计证据,尽管较低的精度设置主要加速计算,但它们降低了预测估计的准确性,特别是对于复杂的地形。相反,由于更高精度的模拟而产生的相对更高的精度可能会达到一个点,在这个点上,差异的实际影响可以忽略不计。本文最后提出了一系列建议,以支持参数设置的早期选择,并有助于更可靠的模拟结果,以减少模拟数据和测量数据之间的差距。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.30
自引率
7.10%
发文量
36
期刊介绍: The purpose of the Journal of Green Building is to present the very best peer-reviewed research in green building design, construction, engineering, technological innovation, facilities management, building information modeling, and community and urban planning. The Research section of the Journal of Green Building publishes peer-reviewed articles in the fields of engineering, architecture, construction, construction management, building science, facilities management, landscape architecture, interior design, urban and community planning, and all disciplines related to the built environment. In addition, the Journal of Green Building offers the following sections: Industry Corner that offers applied articles of successfully completed sustainable buildings and landscapes; New Directions in Teaching and Research that offers guidance from teachers and researchers on incorporating innovative sustainable learning into the curriculum or the likely directions of future research; and Campus Sustainability that offers articles from programs dedicated to greening the university campus.
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