Model optimization and validation with experimental data using the case study of a building equipped with photovoltaic panel on roof: Coupling of the building thermal simulation code ISOLAB with the generic optimization program GenOpt

Dimitri Bigot; Frederic Miranville; Harry Boyer; Milorad Bojic; Stephane Guichard; Aurelien Jean

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Model optimization and validation with experimental data using the case study of a building equipped with photovoltaic panel on roof: Coupling of the building thermal simulation code ISOLAB with the generic optimization program GenOpt

机译：使用屋顶上装有光伏面板的建筑物的案例研究，通过实验数据进行模型优化和验证：建筑物热模拟代码ISOLAB与通用优化程序GenOpt的耦合

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This article deals with the optimization and validation of a thermal model of photovoltaic panels integrated to buildings. The PV thermal model is implemented in the building simulation code ISOLAB and have already been the subject of previous works. The optimization is made by using the generic optimization program GenOpt. First, these two programs are presented. Secondly, the case study is presented both experimental and modeling way, and main results of previous work are given. Thirdly, the validation methodology is described. Fourthly, the coupling between ISOLAB and GenOpt is presented, and optimization and validation criteria are given. Finally, results of the experimental optimization are presented and the model is validated.

机译：本文讨论了集成到建筑物中的光伏面板的热模型的优化和验证。光伏热模型是在建筑物模拟代码ISOLAB中实现的，并且已经成为先前工作的主题。通过使用通用优化程序GenOpt进行优化。首先，介绍这两个程序。其次，通过实验和建模的方式给出了案例研究，并给出了以前的工作成果。第三，描述了验证方法。第四，介绍了ISOLAB和GenOpt之间的耦合，并给出了优化和验证标准。最后，给出了实验优化的结果并验证了模型。

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来源
《Energy and Buildings》 |2013年第3期|333-347|共15页
作者
Dimitri Bigot; Frederic Miranville; Harry Boyer; Milorad Bojic; Stephane Guichard; Aurelien Jean;
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作者单位

University of La Runion, France;

University of La Runion, France;

University of La Runion, France;

University of Kragujevac, Serbia;

University of La Runion, France;

University of La Runion, France;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
thermal modeling; model optimization; model validation; genOpt; ISOLAB; PV modeling; building simulation;

机译：热模型;模型优化;模型验证;genOpt;ISOLAB;光伏建模建筑模拟;

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2. Numerical and experimental studies on a Building integrated Semi-transparent Photovoltaic Thermal (BiSPVT) system: Model validation with a prototype test setup [J] . Gaur Ankita, Tiwari G. N., Menezo Christophe, Energy Conversion & Management . 2016,第deca期

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3. Series of experiments for empirical validation of solar gain modeling in building energy simulation codes-Experimental setup, test cell characterization, specifications and uncertainty analysis [J] . H. Manz, P. Loutzenhiser, T. Frank, Building and Environment . 2006,第12期

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4. Simulation and Optimization of Solar Thermal Cooling System in Manufacturing Research Center Building to Reduce Operational Cost Using Software EnergyPlus and GenOpt [C] . Nasruddin, K. Rahadian, M. I. Alhamid, International Conference on Kinematics, Mechanics of Rigid Bodies, and Materials . 2015

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Model optimization and validation with experimental data using the case study of a building equipped with photovoltaic panel on roof: Coupling of the building thermal simulation code ISOLAB with the generic optimization program GenOpt

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