Cloud-Edge-End Collaboration for Intelligent Management in Offshore Wind Farms
Weiwei Zhao, Huiwen Zou, Liyu Li, Zexuan Guo · 2024
This paper presents a novel approach to offshore wind farm management by introducing a cloud-edge-end collaborative framework enhanced with Internet of Things (IoT) technology. We detail the development of an intelligent management platform specifically tailored for offshore wind farms, leveraging Alibaba Cloud infrastructure. Through this platform, visual analysis and reporting capabilities are implemented to facilitate informed decision-making. Additionally, a wind power curve prediction model is seamlessly integrated into the system to further enhance operational efficiency and performance. This integrated framework represents a significant advancement in the management and optimization of offshore wind energy systems, offering promising prospects for the future of renewable energy.