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physics.app-ph2025
Research on Core Loss of Direct-drive 75kW Tidal Current Generator Using Machine Learning and Multi-objective Optimization Algorithms
Shuai Zu, Wanqiang Zhu, Fuli Zhang +6
This paper presents a classification of generator excitation waveforms using principal component analysis (PCA) and machine learning models, including logistic regression, random f…
physics.app-ph2025
Hydraulic performance study of hollow adaptive variable pitch tidal energy turbine
Jianmei Chen, Chi Xiao, Zhuo Wang +2
To address the challenges of bidirectional tidal energy utilization efficiency and operational reliability of tidal turbines under low-flow conditions, this paper presents a novel…