Towards simulation-assisted performance monitoring of BIPV systems considering shading effects

Nowadays, the application of BIPV systems is growing very fast and among this type of technology, application of BIPV facade systems is becoming more common. A main question in this field is how we can ensure the intended performance of such systems considering different involved parameters over the system's life-time. To do so, we need to be able to predict normal behavior of BIPV systems in urban environments, considering the effect of shading from neighboring obstructions. This research investigates a combination of real-time shading simulation using Rhino and Grasshopper with BIPV performance monitoring to detect abnormal system operation. The application of this approach is demonstrated for a 12 m2 vertical BIPV system in the SolarBEAT test facility in Eindhoven, the Netherlands. We have conducted an experiment to better understand the impact of different partial shading scenarios on the I-V curve of a vertical CIGS BIPV panel. The results show that the simulation-assisted approach, coupled with data visualization and a decision tree can be a powerful tool for guaranteeing robust BIPV system output.

[1]  B. Lehman,et al.  Outlier detection rules for fault detection in solar photovoltaic arrays , 2013, 2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[2]  Ye Zhao,et al.  Graph-Based Semi-supervised Learning for Fault Detection and Classification in Solar Photovoltaic Arrays , 2015, IEEE Transactions on Power Electronics.

[3]  Gustavo Nofuentes,et al.  Analysis of current and voltage indicators in grid connected PV (photovoltaic) systems working in faulty and partial shading conditions , 2015 .

[4]  Radu Platon,et al.  Online Fault Detection in PV Systems , 2015, IEEE Transactions on Sustainable Energy.

[5]  Tony J.N Schoen,et al.  Building-integrated PV installations in the Netherlands: Examples and operational experiences , 2001 .

[6]  W. Beckman,et al.  Solar Engineering of Thermal Processes: Duffie/Solar Engineering 4e , 2013 .

[7]  Liu Yang,et al.  Zero energy buildings and sustainable development implications – A review , 2013 .

[8]  W. Beckman,et al.  Solar Engineering of Thermal Processes , 1985 .

[9]  Wilfried van Sark,et al.  Outdoor characterization and comparison of string and MLPE under clear and partially shaded conditions , 2015 .

[10]  Rustu Eke,et al.  Shading effect on the energy rating of two identical PV systems on a building façade , 2015 .

[11]  Engin Karatepe,et al.  New procedure for fault detection in grid connected PV systems based on the evaluation of current and voltage indicators , 2014 .

[12]  Chi-ming Lai,et al.  Solar façades: A review , 2015 .

[13]  Thomas Reindl,et al.  Shading analysis for rooftop BIPV embedded in a high-density environment: A case study in Singapore , 2016 .