Author

Kıvanç Doğan

2 papers indexed here

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Open access Aug 2026

High-Accuracy Torque Estimation in Wound Rotor Synchronous Motors: A Data-Driven and Interpretable Machine Learning Approach

The proposed approach offers high accuracy, interpretability, and strong generalization for predicting torque in WRSMs, even for unseen geometries, while greatly reducing computation time compared to traditional FEA-based analyses.

Ahmet Orhan, Kıvanç Doğan · Electrica · 0 citations

Open access Sep 2026

A Unified and Interpretable Benchmark of Classification Models for DGA-Based Power Transformer Fault Diagnosis

Power transformers are among the most critical components of electric power transmission and distribution systems, and unexpected failures can lead to substantial economic losses and prolonged power outages. Dissolved Gas Analysis (DGA) is the most widely used diagnostic technique for transformer fault diagnosis and in...

Kıvanç Doğan, Merve Ertarğın, Abuzer Çalışkan et al. · Applied Sciences · 0 citations