PhD Researcher in Wind Energy Decision Support Systems
6 days ago
DTU Wind invites applications for a position as a PhD student in Decision support systems for automatic anomaly interpretation and ranking. As part of studies on trustworthy decision process implementation in autonomous operations, investigated in IntelliWind, the IntelliWind (Intelligent systems for autonomous Wind power plant operations) project is a Doctoral Network funded by the EU Marie Skłodowska-Curie Actions program (MSCA DN).
In this role, you will have the chance to evolve within academia at DTU Wind, located in Risø, near Roskilde, just 30 minutes from Copenhagen. You will benefit from advanced training in various European universities and industry, participate in scientific discussions within the rich context of the Marie Skłodowska-Curie Action Doctoral Networks context.
Your primary tasks will be to:
- Use data science and machine learning techniques to develop a combination of anomaly detection and alarm prediction models, based on wind turbine SCADA data and alarm event records.
- Use a combination of manufacturer specifications, metadata, and historical event data to develop a methodology that can assign probable causes to an anomaly.
- Develop a risk ranking system for detected anomalies, considering the likelihood of triggering downtime or corrective actions.
We are looking for someone who thrives on solving complex problems, isn't afraid to ask challenging questions, and possesses the determination to pursue innovative solutions in a rapidly evolving field.
-
Autonomous Decision Support System Developer
5 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the JobDTU Wind is seeking a highly skilled and motivated PhD student to work on the development and implementation of an autonomous decision support system for optimized maintenance in wind turbine infrastructure. The successful candidate will have a strong background in engineering or applied mathematics/computer science, with a keen interest in...
-
AI and Wind Energy PhD Researcher
6 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the JobWe are looking for a highly motivated and skilled PhD researcher to join our team at DTU Wind. As a PhD candidate, you will be tasked with the development of a framework/methodology to better integrate AI into the workflow of wind farm design optimization.Your Key ResponsibilitiesInvestigate the potential of combining machine learning-based...
-
Renewable Energy Innovation Leader
5 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the JobDTU Wind is seeking a highly skilled and motivated PhD student to work on the development and implementation of an autonomous decision support system for optimized maintenance in wind turbine infrastructure. The successful candidate will have a strong background in engineering or applied mathematics/computer science, with a keen interest in...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the JobDTU Wind is seeking a highly skilled and motivated PhD student to work on the development and implementation of an autonomous decision support system for optimized maintenance in wind turbine infrastructure. The successful candidate will have a strong background in engineering or applied mathematics/computer science, with a keen interest in...
-
AI-Driven Wind Farm Optimization Researcher
6 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAt Danmarks Tekniske Universitet (DTU), we are seeking a talented researcher to join our team as a PhD scholar in reinforcement learning for wind energy. As part of the IntelliWind Marie-Curie network, you will have the opportunity to contribute to cutting-edge research in wind farm control optimization.Your primary responsibilities will include developing...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeWe are inviting applications for a PhD student position in Wind Farm Control (WFC) Optimization, focusing on Reinforcement Learning (RL) techniques, as part of Design and impact assessment of autonomous actions investigated in IntelliWind. This project offers an exciting opportunity to contribute to the development of novel wind farm control strategies using...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU Management Full timeAbout the JobDTU Management is seeking a highly motivated PhD researcher to join its Energy Economics and Modelling section. As part of our dynamic community of PhD students, you will have the opportunity to work on cutting-edge research projects that aim to address the challenges of the green transition.The successful candidate will be responsible for...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAt DTU, we are seeking a talented PhD student to join our research team focused on developing decision support systems for automatic anomaly interpretation and ranking. The project aims to design a system that detects and evaluates anomalies likely to trigger alarm events in wind energy systems.">This PhD project will involve the use of data science and...
-
Wind Energy Control Optimization Specialist
5 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeWe are seeking a highly skilled PhD scholar in reinforcement learning for wind energy to join our team at Danmarks Tekniske Universitet (DTU). As part of the IntelliWind Marie-Curie network, you will have the opportunity to contribute to pioneering research in wind farm control optimization.Your main objectives will be to develop and test new AI-driven...
-
PhD scholarship
6 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAre you a curious, self-driven individual with a strong passion for developing sustainable energy solutions? Are you interested in exploring the potential of AI in engineering design? Then we have a great opportunity for you: a PhD position at DTU Wind on the topic of AI augmented design optimization of wind farms The Department of Wind and Energy Systems...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeThis PhD project offers the opportunity to contribute to the development of predictive analytics techniques for wind turbine maintenance.The project aims to design an automated monitoring system that can accurately predict the remaining useful life of wind turbine components, reducing downtime and increasing overall efficiency.We are looking for a highly...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the CompanyAt Danmarks Tekniske Universitet (DTU), we strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility. As a leading technical university globally recognized for its research, education, innovation, and scientific advice, we offer a rewarding and challenging job in an...
-
Decision-Making Researcher
6 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU Management Full timeAbout the RoleAt DTU Management, we are seeking an exceptional researcher to join our team as a PhD student in Human Decision-Making and Immersive Virtual Reality. As part of our research project IMMERSION, you will be working on advancing the study of human decision-making by developing new innovative methods for combining choice and process data.
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the ProjectDTU Wind invites applications for a position as a PhD student in Design of automatic maintenance recommendation system for wind turbine components. This project is part of the IntelliWind initiative, which focuses on designing and assessing autonomous operations for wind power plants.Job DescriptionThe successful candidate will design a...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAt Danmarks Tekniske Universitet, we are looking for a thermal scientist with expertise in electric vehicles and energy storage systems. The position will include research in advanced thermal management and optimization of energy conversion systems.The Department of Civil and Mechanical Engineering conducts research in close collaboration with industrial...
-
Research Scientist in Predictive Analytics
5 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeThis PhD scholarship is offered as part of the IntelliWind project, which aims to develop novel techniques for wind turbine maintenance.The project involves the design and implementation of an automated monitoring system that can accurately predict the remaining useful life of wind turbine components.We are seeking a talented and motivated researcher who has...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU Management Full timeAre you excited about understanding human behaviour and decision-making? Are you eager to find out how we can leverage immersive virtual reality experiments to better explain and predict human decision-making? Are you interested in applying advanced modelling and data collection approaches to tackle real-world challenges in the human-centric design of future...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeDTU Wind invites applications for a PhD position as part of the IntelliWind project.The objective of this research is to design an automated component monitoring and maintenance recommendation system for wind turbine components. The system will monitor bolt tension and automatically generate work orders for bolts and tower sections that need to be...
-
PhD Researcher in Autonomous Systems and AI
2 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the Project">The PhD project builds on the strategic partnership between the Department of Electrical and Photonics Engineering (DTU Electro) and the Department of Applied Mathematics and Computer Science (DTU Compute).">The research of this project has civilian objectives.">However, equipment restricted by export licenses and ITAR (International...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeWe are looking for a highly motivated and independent PhD candidate to join our team at the Risk-benefit Research Group at the National Food Institute (DTU Food) and work closely with the Section for Quantitative Sustainability Assessment of the Department of Environmental and Resource Engineering (DTU Sustain).About the JobThe 3-year period will include an...