Optimization Design of Lazy-Wave Dynamic Cable Configuration Based on Machine Learning

Optimization Design of Lazy-Wave Dynamic Cable Configuration Based on Machine Learning

The safe and efficient design of dynamic submarine cables is critical for the reliability of floating offshore wind turbines, yet traditional time-domain simulation-based optimization approaches are computationally intensive and time consuming. To address this challenge, this study proposes a closed...

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Bibliographic Details
Main Authors: Xudong Zhao, Qingfen Ma, Jingru Li, Zhongye Wu, Hui Lu, Yang Xiong
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Journal of Marine Science and Engineering
Subjects:
dynamic submarine cable
BP neural network
optimization algorithm
tornado optimization (TOC)
offshore wind power
lazy wave
Online Access:https://www.mdpi.com/2077-1312/13/5/873
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