PhD Researcher in Wind Energy Data Analytics
7 hours ago
The PhD project is part of the IntelliWind project, a Doctoral Network funded by the EU Marie Skłodowska-Curie Actions program. The research focus is on designing a Decision Support System that automatically detects and evaluates anomalies likely to trigger alarm events in wind turbine SCADA data and alarm event records.
Responsibilities and Qualifications- Develop a combination of anomaly detection and alarm prediction models using data science and machine learning techniques.
- Assign probable causes to an anomaly based on manufacturer specifications, metadata, and historical event data.
- Create a risk ranking system for detected anomalies considering the likelihood of triggering downtime or corrective actions.
To be eligible for this position, you must have a two-year master's degree or a similar degree with an academic level equivalent to a two-year master's degree. You should also have experience programming with scientific Python, data science/analytics, and machine learning methods. Familiarity with wind energy topics is a plus.
BenefitsThis PhD position offers a chance to work in a project team, take responsibility for your own research goals, and collaborate with industry partners and other academic institutions within the consortium. After completing the program, you will have a thorough understanding of the process from research via innovation to industry implementation and a strong career-defining network.
About DTU WindDTU Wind is a leading research institution in the field of wind energy. We are committed to advancing renewable energy systems and addressing climate change through innovative solutions. Our researchers and students work together to push the boundaries of what is currently possible in wind energy.
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Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeJob DescriptionWe are seeking a highly motivated PhD candidate to join our research team at Danmarks Tekniske Universitet (DTU) in Denmark. The successful candidate will be part of the IntelliWind project, a Doctoral Network funded by the EU Marie Sk lodowska-Curie Actions program.About the ProjectThe IntelliWind project focuses on the development of an...
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Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeWe are seeking a talented PhD researcher to join our team at Danmarks Tekniske Universitet (DTU) as part of the IntelliWind project.About the ProjectThe IntelliWind project aims to develop a cutting-edge, autonomous decision support system for optimized maintenance in wind turbine infrastructure. As a PhD researcher, you will be responsible for...
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