Optimization of Hybrid Energy Storage for Split-Shaft Wind Systems

This paper introduces a new combination of hybrid energy storage in a split-shaft wind energy conversion system based on a hydraulic transmission system. In the hybrid energy storage, a flywheel, supercapacitor, and battery are integrated into the wind energy conversion system with minimal additional supporting hardware. The split-shaft configuration allows the direct connection of the flywheel to the doubly fed induction generator (DFIG) shaft without a power electronic converter. The principal operation and minimization of this hybrid storage, as well as the energy management strategy, are explained. The goal is to smooth out output power fluctuations using the response surface method. A 1.5 MW hydraulic wind turbine is simulated in Matlab 23, and the hybrid storage is configured and optimized. The direct connection of the flywheel facilitates reaching a suitable level of smoothness at a reasonable cost. The proposed configuration is compared with conventional storage, and the results demonstrate that the integrated hybrid energy storage reduces the annualized storage cost by 71%.

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Publication Details

Journal
Wind
Published
2026-06-09
DOI
https://doi.org/10.3390/wind6020029
Primary Topic
Wind Turbine Control Systems
Type
article
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article

Optimization of Hybrid Energy Storage for Split-Shaft Wind Systems

Afshin Izadian, Rasoul Akbari
Wind
Wind Turbine Control Systems
article

Optimization of Hybrid Energy Storage for Split-Shaft Wind Systems

Afshin Izadian, Rasoul Akbari
article en

Abstract

This paper introduces a new combination of hybrid energy storage in a split-shaft wind energy conversion system based on a hydraulic transmission system. In the hybrid energy storage, a flywheel, supercapacitor, and battery are integrated into the wind energy conversion system with minimal additional supporting hardware. The split-shaft configuration allows the direct connection of the flywheel to the doubly fed induction generator (DFIG) shaft without a power electronic converter. The principal operation and minimization of this hybrid storage, as well as the energy management strategy, are explained. The goal is to smooth out output power fluctuations using the response surface method. A 1.5 MW hydraulic wind turbine is simulated in Matlab 23, and the hybrid storage is configured and optimized. The direct connection of the flywheel facilitates reaching a suitable level of smoothness at a reasonable cost. The proposed configuration is compared with conventional storage, and the results demonstrate that the integrated hybrid energy storage reduces the annualized storage cost by 71%.

WindVol. 6(2)
Purdue University West Lafayette (US)
Affordable and clean energy
Openalex Percentile: Top 10%
Wind Turbine Control Systems
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Optimization of Hybrid Energy Storage for Split-Shaft Wind Systems — Afshin Izadian, Rasoul Akbari · Wind (2026) | TGRS Research Map | TGRS