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Airborne real-time solar concentrator orientation estimation for heliostat coarse calibration

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/
Document Type:Article
Title:Airborne real-time solar concentrator orientation estimation for heliostat coarse calibration
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Schnerring, Alexanderalexander.schnerring (at) dlr.dehttps://orcid.org/0009-0004-1700-6481211888921
Broda, RafalRafal.Broda (at) dlr.dehttps://orcid.org/0009-0000-2378-1776211888923
Nieslony, Michaelmichael.nieslony (at) dlr.dehttps://orcid.org/0000-0002-6110-0895211888925
Algner, NielsNiels.Algner (at) dlr.dehttps://orcid.org/0000-0002-9763-0329UNSPECIFIED
Saez Martinez, Eduardoeduardo.saezmartinez (at) dlr.dehttps://orcid.org/0009-0003-1504-2203211888926
Röger, MarcMarc.Roeger (at) dlr.dehttps://orcid.org/0000-0003-0618-4253UNSPECIFIED
Kallio, SonjaSonja.Kallio (at) dlr.dehttps://orcid.org/0000-0002-1409-7793211888927
Pitz-Paal, RobertRobert.Pitz-Paal (at) dlr.dehttps://orcid.org/0000-0002-3542-3391UNSPECIFIED
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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