Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions
Publication
, Conference
Wang, K; Ma, J; Man, KL; Hong, D; Huang, K; Huang, X
Published in: Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021
May 14, 2021
Partial shading is unavoidable in photovoltaic (PV) systems. However, there still lacks an abstract modeling and simulation for PV strings under partial shading conditions. This paper proposes a modified Tubo search algorithm to find the locations of turning points in current-voltage (I-V) curve. PV model parameters are then identified by a particle swarm optimization algorithm with the location and search history of turning points. The proposed model can effectively approximate the actual PV string. The feasibility and accuracy of the proposed method are verified through simulation and experimental results.
Duke Scholars
Published In
Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021
DOI
ISBN
9781665424233
Publication Date
May 14, 2021
Start / End Page
1345 / 1349
Citation
APA
Chicago
ICMJE
MLA
NLM
Wang, K., Ma, J., Man, K. L., Hong, D., Huang, K., & Huang, X. (2021). Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions. In Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021 (pp. 1345–1349). https://doi.org/10.1109/DDCLS52934.2021.9455638
Wang, K., J. Ma, K. L. Man, D. Hong, K. Huang, and X. Huang. “Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions.” In Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021, 1345–49, 2021. https://doi.org/10.1109/DDCLS52934.2021.9455638.
Wang K, Ma J, Man KL, Hong D, Huang K, Huang X. Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions. In: Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021. 2021. p. 1345–9.
Wang, K., et al. “Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions.” Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021, 2021, pp. 1345–49. Scopus, doi:10.1109/DDCLS52934.2021.9455638.
Wang K, Ma J, Man KL, Hong D, Huang K, Huang X. Real-time Modeling of Photovoltaic Strings under Partial Shading Conditions. Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021. 2021. p. 1345–1349.
Published In
Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021
DOI
ISBN
9781665424233
Publication Date
May 14, 2021
Start / End Page
1345 / 1349