Next Article in Journal
Lensless Digital Holographic Reconstruction Based on the Deep Unfolding Iterative Shrinkage Thresholding Network
Previous Article in Journal
Compensator with Weighted Input Parameters for Automatic Ball-Balancing Mechatronic System
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage

1
State Grid Hebei Electric Power Reaserch Institute, Shijiazhuang 050021, China
2
State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
*
Author to whom correspondence should be addressed.
Electronics 2025, 14(9), 1696; https://doi.org/10.3390/electronics14091696
Submission received: 20 March 2025 / Revised: 16 April 2025 / Accepted: 17 April 2025 / Published: 22 April 2025

Abstract

To mitigate black start failures resulting from energy storage state of charge (SOC) exceeding operational limits, this study develops a restoration strategy incorporating SOC constraints. Firstly, an adaptive SOC control without bias for energy storage units is proposed to achieve SOC balance. Secondly, the maximum power point tracking (MPPT) mode for photovoltaic power generation is integrated with the load tracking mode, enabling effective tracking of load variations when the photovoltaic output is sufficient; conversely, when the photovoltaic output is inadequate, the energy storage output compensates for the shortfall, thus avoiding the SOC limit due to an insufficient remaining SOC of the energy storage, while also significantly reducing the quantity of charge and discharge cycles undergone by the energy storage units. Finally, the simulation results show that, according to the proposed control strategy for recovery, the maximum system frequency of the black start process does not exceed 50.11, and the minimum is not lower than 49.82, which are within reasonable limits. At the same time, the number of charge/discharge conversions of the three storage batteries is 12 when the PV system adopts the coordinated control of MPPT and load tracking, and the number of charge/discharge conversions of the storage batteries in the PV MPPT mode is 21. This ensures the success of the black start process and prolongs the life of the energy storage battery.
Keywords: photovoltaic and energy storage microgrid; black start; virtual synchronous generator; state of charge; coordinated control photovoltaic and energy storage microgrid; black start; virtual synchronous generator; state of charge; coordinated control
Graphical Abstract

Share and Cite

MDPI and ACS Style

Li, X.; Ma, T.; Zhang, Z.; Zhang, D.; Xu, Y.; Wang, K. A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage. Electronics 2025, 14, 1696. https://doi.org/10.3390/electronics14091696

AMA Style

Li X, Ma T, Zhang Z, Zhang D, Xu Y, Wang K. A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage. Electronics. 2025; 14(9):1696. https://doi.org/10.3390/electronics14091696

Chicago/Turabian Style

Li, Xiaoyu, Tianxiang Ma, Zhiyuan Zhang, Da Zhang, Yan Xu, and Kaichen Wang. 2025. "A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage" Electronics 14, no. 9: 1696. https://doi.org/10.3390/electronics14091696

APA Style

Li, X., Ma, T., Zhang, Z., Zhang, D., Xu, Y., & Wang, K. (2025). A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage. Electronics, 14(9), 1696. https://doi.org/10.3390/electronics14091696

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

Article Metrics

Back to TopTop