Next Article in Journal
Lexicographic A*: Hierarchical Distance and Turn Optimization for Mobile Robots
Previous Article in Journal
Depression Detection on Social Media Using Multi-Task Learning with BERT and Hierarchical Attention: A DSM-5-Guided Approach
Previous Article in Special Issue
ML-Based Multi-Horizon Wind Speed and Wind Direction Forecasting for Aviation and Energy Applications in Coastal Crete
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Solar-Tracker Diffuse-Response Algorithm for Balancing Energy Gain and Mechanical Wear in Photovoltaic Systems

1
RSE—Ricerca sul Sistema Energetico SpA, 20134 Milan, Italy
2
NLR—National Laboratory of the Rockies, Golden, CO 80401, USA
3
Department of Electrical, Electronic, and Information Engineering, University of Bologna, 40136 Bologna, Italy
*
Authors to whom correspondence should be addressed.
Electronics 2026, 15(3), 597; https://doi.org/10.3390/electronics15030597
Submission received: 31 December 2025 / Revised: 26 January 2026 / Accepted: 28 January 2026 / Published: 29 January 2026

Abstract

Single-axis solar tracking maximizes photovoltaic energy production under clear-sky conditions; however, its effectiveness decreases under cloudy and overcast skies, where diffuse irradiance dominates and the optimal module orientation changes. Conventional tracking algorithms either neglect sky conditions or rely on simplified diffuse-response strategies that may trigger frequent tracker repositioning under variable cloud cover, leading to increased mechanical wear with marginal energy gains. This work proposes an enhanced diffuse-response tracking algorithm that explicitly accounts for both the intensity and temporal persistence of cloudiness. By requiring overcast conditions to persist for a minimum duration before reorienting the tracker to a diffuse-stow position, the proposed approach reduces unnecessary movements while preserving the benefits of diffuse-response operation. The algorithm is evaluated through numerical simulations based on historical meteorological data and validated using field measurements on monofacial and bifacial photovoltaic strings. The results show that the proposed strategy reduces excess tracker movement from 114% to 0.16% while maintaining nearly the same energy yield. Compared to a conventional diffuse-response algorithm, the associated energy reduction is minimal (≈0.17%) relative to the ≈0.37% yield gain observed at the studied location. These findings demonstrate that incorporating cloudiness duration enables a practical compromise between energy performance and tracker durability, particularly for monofacial photovoltaic systems.
Keywords: bifacial modules; tracking strategy; experimental validation; power maximization; energy yield bifacial modules; tracking strategy; experimental validation; power maximization; energy yield

Share and Cite

MDPI and ACS Style

Borea, R.A.; Ovaitt, S.; Cirimele, V.; Ricco, M.; Maugeri, G. Solar-Tracker Diffuse-Response Algorithm for Balancing Energy Gain and Mechanical Wear in Photovoltaic Systems. Electronics 2026, 15, 597. https://doi.org/10.3390/electronics15030597

AMA Style

Borea RA, Ovaitt S, Cirimele V, Ricco M, Maugeri G. Solar-Tracker Diffuse-Response Algorithm for Balancing Energy Gain and Mechanical Wear in Photovoltaic Systems. Electronics. 2026; 15(3):597. https://doi.org/10.3390/electronics15030597

Chicago/Turabian Style

Borea, Riccardo Adinolfi, Silvana Ovaitt, Vincenzo Cirimele, Mattia Ricco, and Giosuè Maugeri. 2026. "Solar-Tracker Diffuse-Response Algorithm for Balancing Energy Gain and Mechanical Wear in Photovoltaic Systems" Electronics 15, no. 3: 597. https://doi.org/10.3390/electronics15030597

APA Style

Borea, R. A., Ovaitt, S., Cirimele, V., Ricco, M., & Maugeri, G. (2026). Solar-Tracker Diffuse-Response Algorithm for Balancing Energy Gain and Mechanical Wear in Photovoltaic Systems. Electronics, 15(3), 597. https://doi.org/10.3390/electronics15030597

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop