Schnerring, Alexander and Broda, Rafal and Nieslony, Michael and Algner, Niels and Saez Martinez, Eduardo and Röger, Marc and Kallio, Sonja and Pitz-Paal, Robert (2026) Airborne real-time solar concentrator orientation estimation for heliostat coarse calibration. Solar Energy, 310, p. 114495. Elsevier. doi: 10.1016/j.solener.2026.114495. ISSN 0038-092X.
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Abstract
We present a novel method for the airborne real-time solar concentrator orientation estimation for heliostat coarse calibration, termed ARTSCORE-C. The input to the method is the set of image coordinates of identified concentrator corner points within a single image. Additionally, it requires the known heliostat positions, the kinematic model and the concentrator geometry, quantities that are typically well known in heliostat fields. The method is well-suited for real-time applications and lays the foundation for autonomous condition monitoring systems for heliostat fields. It was developed with the aid of a dedicated simulation environment, which enabled a thorough analysis of noise propagation throughout the algorithm. Insights from simulation were successfully transferred to real-world data, demonstrating that simulation tools can effectively support the development of airborne image-based systems. Validation experiments at the solar tower test facility in Jülich, Germany confirmed the method’s practical utility: Using 20 observations per concentrator, the method achieved an average angular RMSE of 3.5 mrad across 146 validated concentrators with a range of typical orientations. The achieved accuracy qualifies the method as a coarse calibration system, suitable to be used as an upstream-component for fine calibration systems. Moreover, its ability to optically estimate the camera pose for a given image makes it a promising alternative to hardware-based localization systems, particularly in remote environments, where correction signals may be unavailable. This capability enhances its practical relevance for large-scale, low-maintenance solar tower power facilities.
| Item URL in elib: | https://elib.dlr.de/223958/ | ||||||||||||||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||||||||||||||
| Title: | Airborne real-time solar concentrator orientation estimation for heliostat coarse calibration | ||||||||||||||||||||||||||||||||||||
| Authors: |
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| Date: | 12 March 2026 | ||||||||||||||||||||||||||||||||||||
| Journal or Publication Title: | Solar Energy | ||||||||||||||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||||||||||||||
| Volume: | 310 | ||||||||||||||||||||||||||||||||||||
| DOI: | 10.1016/j.solener.2026.114495 | ||||||||||||||||||||||||||||||||||||
| Page Range: | p. 114495 | ||||||||||||||||||||||||||||||||||||
| Publisher: | Elsevier | ||||||||||||||||||||||||||||||||||||
| ISSN: | 0038-092X | ||||||||||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||||||||||
| Keywords: | unmanned aerial vehicle, real-time, heliostat calibration, condition monitoring, concentrated solar power | ||||||||||||||||||||||||||||||||||||
| HGF - Research field: | Energy | ||||||||||||||||||||||||||||||||||||
| HGF - Program: | Materials and Technologies for the Energy Transition | ||||||||||||||||||||||||||||||||||||
| HGF - Program Themes: | High-Temperature Thermal Technologies | ||||||||||||||||||||||||||||||||||||
| DLR - Research area: | Energy | ||||||||||||||||||||||||||||||||||||
| DLR - Program: | E SW - Solar and Wind Energy | ||||||||||||||||||||||||||||||||||||
| DLR - Research theme (Project): | E - Condition Monitoring | ||||||||||||||||||||||||||||||||||||
| Location: | Köln-Porz | ||||||||||||||||||||||||||||||||||||
| Institutes and Institutions: | Institute of Solar Research Institute of Solar Research > Qualification | ||||||||||||||||||||||||||||||||||||
| Deposited By: | Schnerring, Alexander | ||||||||||||||||||||||||||||||||||||
| Deposited On: | 16 Apr 2026 11:36 | ||||||||||||||||||||||||||||||||||||
| Last Modified: | 16 Apr 2026 11:36 |
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