PhD Position in Machine Learning for Condition Monitoring of Wind Turbine Bearings
2 weeks ago
Aalborg Universitet København is seeking a PhD candidate to work on the development and application of machine learning techniques for monitoring the health of main bearings in wind turbines. The project aims to enhance the operation of next-generation offshore wind turbines through the development of a novel condition monitoring system.
Responsibilities:
- Develop machine learning algorithms and methods for condition monitoring of the main bearing technology.
- Analyze sensor data from normal operations and destructive tests conducted on test rigs.
- Create interpretable predictors for known failure modes, identify characteristic fault features, and extract informative features from multimodal data.
- Apply advanced techniques such as Kernel Density Estimation and Topological Data Analysis for fault detection and localization.
The project will be conducted under the auspices of the Learning and Decisions research group. This group specializes in developing control and decision-making strategies for autonomous systems and infrastructures, integrating physical models with pervasive data. It combines three key areas of research: optimization, safety and resilience evaluation, and the secure, privacy-preserving implementation of control algorithms.
The PhD candidate will work closely with the research group and contribute to the development of the condition monitoring system. The project offers opportunities for collaboration with industrial partners and the application of machine learning techniques to real-world problems.
The successful candidate will be enrolled as a PhD student at the Technical Doctoral School of IT and Design in accordance with the regulations of Ministerial Order No. 1039 of August 27, 2013 on the PhD Programme at the Universities and Certain Higher Artistic Educational Institutions.
The PhD stipend is allocated to individuals who hold a Master's degree. The stipend is normally for a period of 3 years. The PhD student's progress will be assessed at regular points in time.
Aalborg Universitet København is an equal opportunities employer and welcomes applications from all qualified candidates regardless of personal background or belief.
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeJob DescriptionThe PhD project is part of the NextGenBlade project, funded by the Independent Research Fund Denmark as a Sapere Aude project.Our research group is seeking a highly motivated PhD candidate to work on developing a strong and fatigue-resistant adhesive assembly concept for wind turbine blades.The candidate will focus on modeling the adhesive...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeJob DescriptionThe PhD project is part of the NextGenBlade project, a Sapere Aude project funded by the Independent Research Fund Denmark. The project aims to develop a strong and fatigue-resistant adhesive assembly concept for wind turbine blades and other large composite structures.Research FocusThe focus of the PhD project is on the modelling of the...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeJob DescriptionThe PhD project is part of the NextGenBlade project, funded by the Independent Research Fund Denmark as a Sapere Aude project. The project leader and main supervisor is Associate Professor Brian Lau Verndal Bak.Project OverviewThe project aims to develop a strong and fatigue-resistant adhesive assembly concept for efficient manufacturing of...
-
Aalborg, Ålborg Kommune, Denmark Hs Mittweida Full timeJob Opportunity: PhD Stipends in Distributed Systems and Cyber-Physical SystemsWe are seeking highly motivated PhD students to contribute to the development of scalable, model-based tools for cyber-physical systems. The successful candidates will work on topics within the general areas of formal methods, model checking, and machine learning for safe and...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet (AAU) Full timeJob DescriptionWe are seeking a highly motivated and experienced Postdoctoral Researcher to join our team at Aalborg Universitet (AAU) in the Department of Materials and Production. The successful candidate will be part of the CraCS research group, led by Associate Professor Esben Lindgaard and Associate Professor Brian Lau Verndal Bak.The postdoctoral...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet (AAU) Full timeAbout the PositionAalborg Universitet (AAU) is seeking a highly motivated postdoctoral researcher to join our team in the Department of Materials and Production. As a postdoctoral researcher, you will be working on a project focused on developing new composite materials and recycling technologies for wind turbine blades.Project DescriptionThe project, part...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet (AAU) Full timeJob DescriptionWe are seeking a highly motivated Postdoctoral Researcher to join our team at Aalborg Universitet (AAU) in the Department of Materials and Production. The successful candidate will work on a project focused on developing innovative technologies for wind turbine blades, with a specific emphasis on composite materials and recycling.The project...
-
Humanities PhD Researcher
4 weeks ago
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeResearch OpportunityThe Faculty of Social Sciences and Humanities, in collaboration with the Carlsberg Foundation, invites applications for a PhD research position in Humanities. The successful candidate will be part of a vibrant research environment and contribute to a basic research project within humanities.The PhD research will be associated with one of...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet (AAU) Full timePhD Researcher in Neural Oscillations and Architectural RhythmsWe are seeking a highly motivated and talented candidate for a PhD position as part of our research group. This research group focuses on how the built environment influences the human brain and body based on cognitive (neuro-)science. The PhD will investigate the relationship between neural...
-
Blade Structural Design Product Owner
1 month ago
Aalborg, Ålborg Kommune, Denmark Siemens Gamesa Full timeProduct Owner for Wind Turbine BladesAt Siemens Gamesa, we're committed to making a difference in the world by harnessing the power of renewable energy. As a Product Owner for Wind Turbine Blades, you'll play a critical role in driving the technical maturity and improvements of our blades, ensuring they meet the highest standards of quality and...
-
Blade Structural Design Product Manager
2 weeks ago
Aalborg, Ålborg Kommune, Denmark Siemens Gamesa Full timeOur Mission for SustainabilityAt Siemens Gamesa, we are committed to making a positive impact on the environment through our clean energy solutions. We are seeking a talented individual to join our team as a Product Owner for Turbine Blades.Key ResponsibilitiesDrive the technical maturity and improvements of our wind turbine blades, ensuring they meet the...
-
Blade Structural Design Product Owner
4 weeks ago
Aalborg, Ålborg Kommune, Denmark Siemens Gamesa Full timeUnlock the Future of Renewable EnergyWe are seeking a highly skilled Product Owner to join our Blade Structural Design team at Siemens Gamesa. As a Product Owner, you will be responsible for driving the technical maturity and improvements of our wind turbine blades, ensuring they meet the highest technical requirements throughout their life cycle.About the...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeJob DescriptionAalborg University is a leading institution in research and education, contributing to the global knowledge building and the development of Danish society. Our research department, AAU Energy, is a dynamic and international environment that covers all areas of clean and sustainable energy systems of the future.Research and TeachingAAU Energy...
-
Senior Commissioning Engineer
2 weeks ago
Aalborg, Ålborg Kommune, Denmark Semco Maritime AS Full timeDrive the Growth of Our Offshore Wind BusinessWe are seeking a highly skilled Senior Commissioning Engineer to play a pivotal role in our renewables division. As a key member of our team, you will be instrumental in driving the growth of our offshore wind business. This role combines technical expertise with strategic oversight of commissioning processes,...
-
Process Engineer for Renewable Energy
2 weeks ago
Aalborg, Ålborg Kommune, Denmark Siemens Gamesa Full timeAbout the RoleSiemens Gamesa is a leading company in the renewable energy sector, and we are currently looking for a skilled Process Engineer to join our team.As a Process Engineer, you will be responsible for the repair and maintenance of wind turbine blades, working closely with our team of engineers to optimize processes and ensure the highest quality...
-
Blade Manufacturing Project Manager
1 month ago
Aalborg, Ålborg Kommune, Denmark Siemens Gamesa Full timeJob Title: Project Manager for Wind Turbine BladesWe are seeking a highly skilled Project Manager to lead our Global B NPI PMO Department in Aalborg, Denmark. The successful candidate will have experience in managing manufacturing projects for wind turbine blades, with a focus on new product introduction, technology transfer, and new features.Key...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet (AAU) Full timeJob DescriptionWe are seeking a highly motivated and talented candidate for a PhD position as part of our research group "Brain, Body, Architecture Research". This research group, led by Assistant Professor Zakaria Djebbara, focuses on how the built environment influences the human brain and body based on cognitive (neuro-)science.The PhD will investigate...
-
Experienced Software Developer Position
4 weeks ago
Aalborg, Ålborg Kommune, Denmark Norlys Energy Trading Full timeSoftware Developer for Algorithmic Trading SystemsWe are seeking a skilled software developer to join our team at Norlys Energy Trading, a leading player in the energy market. As a software developer, you will play a crucial role in designing and implementing algorithmic trading systems that drive innovation and sustainability in the energy trading...
-
Aalborg, Ålborg Kommune, Denmark Aalborg Universitet Full timeJob DescriptionAalborg University is a leading institution in the field of energy research, with a strong focus on sustainability and innovation. We are seeking a highly motivated and qualified PhD researcher to join our team in the Department of Energy Technology.The successful candidate will be part of our research program on "Reliability in Power...
-
Senior Commissioning Expert
2 weeks ago
Aalborg, Ålborg Kommune, Denmark Semco Maritime AS Full timeAbout the RoleWe are seeking a skilled Senior Commissioning Expert to join our Product Line Team in our Renewables Division. As a key member of our team, you will be instrumental in driving the growth of our offshore wind business by developing and implementing commissioning-related documentation.ResponsibilitiesDevelop and control the generic commissioning...