A Multi-Winding Inductive Filtering Transformer with Hierarchical Loss-Optimization Design for Harmonic Elimination in a Distribution Network
Многообмоточный индуктивный фильтрующий трансформатор с иерархической оптимизацией потерь для подавления гармоник в распределительной сети
2024-07-22
SCID: 54.1/jg4qdqhv
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Sobol sensitivity analysisdistribution networkharmonic eliminationhierarchical loss optimizationmulti-winding inductive filtering transformer
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Abstract (AI)
The mass access of a power electronics-based source/load resource to a distribution network brings about complex power-quality issues, which aggravate loss problems. This paper proposes a hierarchical loss-optimization design method for the multi-winding inductive filtering transformer applied in a distribution system with the function of harmonic elimination. The transformer parameters are classified hierarchically by means of a Sobol algorithm-based sensitivity analysis, which contributes to reducing the optimization dimension and improving the optimization accuracy. The load harmonic transfer relationship in the inductive filtering transformer is established, and the impedance constraint is obtained. According to the design specification of an inductive filtering transformer, the constraint and optimization parameters of transformer loss optimization are determined. Furthermore, the hierarchical architecture is established through a Sobol sensitivity analysis of the optimized parameters. At last, a case study and simulation are carried out, which show that the transformer loss can be effectively reduced and that optimization algorithms can be applied to further improve the optimization ability.
Key Findings
1
A hierarchical loss-optimization method is proposed for multi-winding inductive filtering transformers that eliminate harmonics in distribution networks.
2
Case studies and simulations show effective transformer-loss reduction, with further improvements achievable through optimization algorithms.
3
Design specifications are used to identify the relevant constraints and optimization parameters for transformer loss minimization.
4
Sobol sensitivity analysis hierarchically classifies transformer parameters, reducing optimization dimensionality and improving optimization accuracy.
5
The study establishes the load harmonic transfer relationship and derives impedance constraints for inductive filtering transformer design.
Research Object
multi-winding inductive filtering transformer in a distribution network
Research Subject
hierarchical loss optimization and harmonic elimination performance under impedance constraints
Publication Details
Publication Date
2024-07-22
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