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Feasibility of machine learning algorithms for classifying damaged offshore jacket structures using SCADA data

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

A systematic Failure Mode Effects and Criticality Analysis for offshore wind turbine systems towards integrated conditio...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Risk-based Maintenance Strategies for Offshore Wind Energy Assets

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Plan for the Dissemination of Results

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Comparison of advanced non-parametric models for wind turbine power curves

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Explainable Deep Neural Networks for Multivariate Time Series Predictions

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Gaussian process power curve models incorporating wind turbine operational variables

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Risk-based Maintenance Strategies for Offshore Wind Energy Assets

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Report on Life Cycle Assessment of O&M activities offshore with a detailed inventory

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Failure mode diagnosis/prognosis orientations

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Applicability of machine learning approaches for structural damage detection of offshore wind jacket structures based on...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Data-driven weather forecasting modelsperformance comparison for improvingoffshore wind turbine availability andmaintena...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Feasibility of machine learning algorithms for classifying damaged offshore jacket structures using SCADA data

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

A Damage Detection and Location Scheme for Offshore Wind Turbine Jacket Structures Based on Global Modal Properties

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

(5) Report on dissemination and communication activities

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Final report on best practice guidelines for future wind farm structural condition monitoring using low-cost monitoring

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Use-case demonstration into O&M platform

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Report reviewing existing cost and O&M support models and developing an innovative cost model, also considering statisti...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Report on innovations

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Website

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Applicability of machine learning approaches for structural damage detection of offshore wind jacket structures based on...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Data‐driven weather forecasting models performance comparison for improving offshore wind turbine availability and mai...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Influence of extended potential-to-functional failure intervals through condition monitoring systems on offshore wind tu...

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Report on SoA monitoring technology and specification of the support structure monitoring problem for offshore WF

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Integrated tool for impact assessment considering cost and LCA with associated documentation

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Portability of failure mode detection/prognosis orientations

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Architecture and Data Framework

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

Project: ROMEO

Updated at: 11-05-2024

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Project acronym ROMEO

Resources

Selected filters:

Feasibility of machine learning algorithms for classifying damaged offshore jacket structures using SCADA data

A systematic Failure Mode Effects and Criticality Analysis for offshore wind turbine systems towards integrated conditio...

Risk-based Maintenance Strategies for Offshore Wind Energy Assets

Plan for the Dissemination of Results

Comparison of advanced non-parametric models for wind turbine power curves

Explainable Deep Neural Networks for Multivariate Time Series Predictions

Gaussian process power curve models incorporating wind turbine operational variables

Risk-based Maintenance Strategies for Offshore Wind Energy Assets

Report on Life Cycle Assessment of O&M activities offshore with a detailed inventory

Failure mode diagnosis/prognosis orientations

Applicability of machine learning approaches for structural damage detection of offshore wind jacket structures based on...

Data-driven weather forecasting modelsperformance comparison for improvingoffshore wind turbine availability andmaintena...

Feasibility of machine learning algorithms for classifying damaged offshore jacket structures using SCADA data

A Damage Detection and Location Scheme for Offshore Wind Turbine Jacket Structures Based on Global Modal Properties

(5) Report on dissemination and communication activities

Final report on best practice guidelines for future wind farm structural condition monitoring using low-cost monitoring

Use-case demonstration into O&M platform

MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks

Report reviewing existing cost and O&M support models and developing an innovative cost model, also considering statisti...

Report on innovations

Website

Applicability of machine learning approaches for structural damage detection of offshore wind jacket structures based on...

Data‐driven weather forecasting models performance comparison for improving offshore wind turbine availability and mai...

Influence of extended potential-to-functional failure intervals through condition monitoring systems on offshore wind tu...

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

Report on SoA monitoring technology and specification of the support structure monitoring problem for offshore WF

Integrated tool for impact assessment considering cost and LCA with associated documentation

Portability of failure mode detection/prognosis orientations

Architecture and Data Framework

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies