Abstract
This chapter summarizes recent developments in data-centric monitoring of wind farms. We present methodologies which share information from multiple sources. Problems include inter-turbine modeling of wind speed and wake effects; methods for combining multiple emulators; spatially distributed virtual sensing, for the estimation of dynamic loads; hierarchical Bayesian modeling of power relationships at the systems level. We demonstrate how an increasingly holistic approach to wind farm monitoring brings a series of advantages.
Originalsprog | Engelsk |
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Titel | Data Driven Methods for Civil Structural Health Monitoring and Resilience : Latest Developments and Applications |
Redaktører | Mohammad Noori, Carlo Rainieri, Marco Domaneschi, Vasilis Sarhosis |
Forlag | CRC Press/Balkema |
Publikationsdato | 26. okt. 2023 |
Sider | 120-180 |
ISBN (Elektronisk) | 9781003306924 |
DOI | |
Status | Udgivet - 26. okt. 2023 |
Bibliografisk note
Publisher Copyright:© 2024 selection and editorial matter, Mohammad Noori, Carlo Rainieri, Marco Domaneschi, and Vasilis Sarhosis; individual chapters, the contributors.