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Orientation Detection Method Based on Non-Imaging Concentrator System and Hyperparameter Search | IEEE Journals & Magazine | IEEE Xplore

Orientation Detection Method Based on Non-Imaging Concentrator System and Hyperparameter Search


Abstract:

The concentrator system is widely used in photovoltaic power generation technology. This letter introduces the concentrator system into orientation detection. It proposes...Show More

Abstract:

The concentrator system is widely used in photovoltaic power generation technology. This letter introduces the concentrator system into orientation detection. It proposes an innovative method combining a non-imaging concentrator system, a data collection electronic system, and a deep residual network(ResNet) algorithm optimized through hyperparameter search. The concentrator system comprises a primary optical element(POE) and a secondary optical element(SOE) array, while the electronic system is built around a PIN photodiode array. Experimental results validate the feasibility of this novel orientation detection method for the first time. This research offers a fresh perspective and technical foundation for orientation detection and identification.
Published in: IEEE Photonics Technology Letters ( Volume: 37, Issue: 1, 01 January 2025)
Page(s): 25 - 28
Date of Publication: 25 November 2024

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