The research group SPIN (Signal Processing for Industry 4.0) focuses on research in statistical signal processing and machine learning applied to sensors data and related to the digitalization of the industrial sector, primarily within construction, energy, and ocean.
SPIN is part of the Signal Processing Group at the
Department of Electronic Systems,
Faculty of Information Technology and Electrical Engineering,
Norwegian University of Science and Technology.
SPIN mostly operates within the strategic area IoT@NTNU and is located at the main campus Gløshaugen in Trondheim, Norway.
Postdoc (2022 - ongoing)
Topic: "Hybrid Analytics for Sensor Validation"
Background: Electrical Engineering
Postdoc (2022 - ongoing)
Topic: "Machine Learning for Ground Motion Monitoring"
Background: Electrical Engineering
PhD Student (2020 - ongoing)
Topic: "Sensor Validation in Non-Stationary Scenarios"
Background: Electrical Engineering
PhD Student (2020 - ongoing)
Topic: "Distributed Detection and Localization"
Background: Chemical Engineering
PhD Student (2021 - ongoing)
Topic: "Anomaly Detection in Compact Offshore Steam Cycles"
Background: Computer Engineering
PhD Student (2021 - ongoing)
Topic: "Graph Signal Processing for Irregular Time Series"
Background: Electrical Engineering
PhD Student (2021 - ongoing)
Topic: "Data-Driven Sensor Validation"
Background: Computer Engineering
PhD Student (2021 - ongoing)
Topic: "Model-Based Sensor Validation"
Background: Electrical Engineering
2 PhD Scholarships if interested, apply here - deadline: 31.03.2023
Topic 1: "Transient Modeling and Uncertainty Analysis for Digital Twins of CCS Systems"
Topic 2: "Data Fusion in Maritime IoT"
Research Council of Norway
KSP programme (2023-2027)
European Space Agency
PRODEX programme (2021-2024)
European Research Council
MSCA COFUND programme (2021-2026)
Research Council of Norway
IKTPLUSS programme (2021-2024)
Research Council of Norway
IKTPLUSS programme (2021-2024)
Research Council of Norway
PETROMAKS 2 programme (2021-2024)
Research Council of Norway
SFI programme (2020-2028)
Research Council of Norway
SFI programme (2020-2028)
NTNU Research & Innovation Program
(2017-2021)