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Research Opportunity
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Research Opportunity

Modeling, Power Transformers, Data Mining


Work description

- Analysis of use cases and definition of the specific goals and requisites (e.g., what data should be used) - Collect data and perform pre-processing (e.g., remove noise, damaged data, ...) - Describe the data from the power transformers sensors (e.g., through statistical descriptors) - Study the underlying physical models (e.g., electrical model, mechanical model) - Create empirical models using Neural Networks or methods that are more suitable. - Combine physical models with empirical models and yield hybrid models. - Create/adapt the hybrid models for incremental operations and data streams. - Adapt these behaviours models to possible data-driven services. It is also predicted the collaboration in lectures activities.

Academic Qualifications

MSc in Electrical or Informatics Engineering, Data Science or similar.

Minimum profile required

Fluency in the english language (spoken and written).Be approved in absolute merit with a final rating equal to or greater than 60.

Preference factors

Programming proficiency.

Application Period

Since 22 Sep 2021 to 13 Oct 2021


Cluster / Centre

Computer Science / Artificial Intelligence and Decision Support

Scientific Advisor

Ricardo Teixeira Sousa