Postdoc in Development of high-performance Power Converters and Drives with Edge computing and Machine Learning capabilities - DTU Wind
Tasks
- Build privacy preserving decentralized online learning methods
- Collaborate with industrial partners for demonstration and deployment
- Create condition based monitoring analytics for rotating machinery
- Develop edge intelligence for grid connected power converters and motor drives
- Develop modulation estimation and control algorithms
- Implement drive integrated monitoring and diagnostics using electrical signatures
- Integrate online continual learning and uncertainty quantification
- Validate methods on laboratory setups
Perks/Benefits
Skills/Tech-stack
C++ | Condition-Based Monitoring | Continual Learning | Cybersecurity | Electrical signal processing | Embedded Systems | MATLAB | Machine Learning | Online Learning | Power System Flexibility | Power electronics | Power system | Python | Real Time | Real-time Systems | Signal Processing | Time Systems | Uncertainty Quantification
Education
Roles
Regions
Countries
States
Related jobs
-
Approximate Inference | Bayesian Inference | Bayesian deep learning | Deep learning | Differential geometryAcademic freedom | Collegial respect | Flexible work-life balance | Free seminars | International environmentEntry-level Full TimeKgs. Lyngby, Denmark1d ago
-
PhD scholarship in Scalable LLM-driven Semantic Digital Twins for Building Energy Modelling - DTU Construct DKK 428K-428KBIM | Building Energy Modeling | Data Modeling | Energy Modeling | EnergyPlusEntry-level Full TimeKgs. Lyngby, Denmark7d ago
-
ABAQUS | ANSYS | Data Analysis | Data Fusion | Data TransformationAcademic freedom | Collaborative research environment | International research stayEntry-level Full TimeKgs. Lyngby, Denmark8d ago
-
Postdoc in Robotics-assisted Strain Characterization – Advancing Sustainable Agriculture - DTU Bioengineering DKK 433K-433KAutomation | Data Quality | Experimental Design | High Throughput | High Throughput ScreeningEntry-level Full TimeKgs. Lyngby, Denmark12d ago
-
PhD Scholarship in edge machine learning for high-performance power converters and drives - DTU Wind DKK 433K-433KBayesian Modeling | C++ | Edge Computing | MATLAB | Machine LearningAcademic freedom | Collaboration with industrial partners | Collegial respect | Fully funded | International research environmentEntry-level Full TimeKgs. Lyngby, Denmark13d ago
-
PhD scholarship in Digitalisation, Automation, and Robotics in Construction - DTU Construct DKK 433K-433K3D Printing | Additive Manufacturing | Artificial Intelligence | Automation | BuildingSMARTEntry-level Full TimeKgs. Lyngby, Denmark14d ago
-
Bayesian optimization | Machine Learning | Protein Engineering | Uncertainty QuantificationAcademic freedom | Collaborative team | Collegial respect | Flexible work-life balance | International environmentEntry-level Full TimeKgs. Lyngby, Denmark14d ago
-
Activity assays | Affinity Chromatography | BLAST | Bioinformatics | BiophysicsEntry-level Full TimeKgs. Lyngby, Denmark14d ago
-
Strategic PhD scholarship in Physics-Informed Artificial Intelligence for Thermal Energy Storage - DTU Construct DKK 433K-433KCFD | Deep learning | Fluid modeling | High Performance | High-Performance ComputingAcademic freedom | International research environment | Professional development seminarsEntry-level Full TimeKgs. Lyngby, Denmark14d ago
-
Biological Data | Biological data analysis | Computational Biology | DNA library design | Data AnalysisAcademic freedom | Collegial respect | International research environmentNone Full TimeKgs. Lyngby, Denmark15d ago
-
Postdoc in Computational Molecular Design of Mixed Matrix Membranes - DTU Chemical Engineering DKK 433K-433KAtomistic models | Coarse grained models | Computational Chemistry | Field development | Force FieldAcademic conference support | Academic freedom | Collegial respect | International work environmentEntry-level Full TimeKgs. Lyngby, Denmark16d ago
-
Postdoctoral Researcher in Natural Language Processing and Digital Humanities (18 months, full-time) DKK 433K-433KComputational Linguistics | Data Visualization | GitHub | Language Processing | Machine LearningConference and workshop participation | Danish language training CEFR B2 level within 5 yearsEntry-level Full TimeOdense M, Danmark21d ago