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.

Research Team

Salvo Rossi, Pierluigi

Professor, Deputy Head of Department

Flovik, Vegard

Adjunct Associate Professor

Chawla, Apoorva

Postdoc (2022 - ongoing)
Topic: "Hybrid Analytics for Sensor Validation"
Background: Electrical Engineering

Elias, Vitor

Postdoc (2022 - ongoing)
Topic: "Machine Learning for Ground Motion Monitoring"
Background: Electrical Engineering

Darvishi, Hossein

PhD Student (2020 - ongoing)
Topic: "Sensor Validation in Non-Stationary Scenarios"
Background: Electrical Engineering

Tabella, Gianluca

PhD Student (2020 - ongoing)
Topic: "Distributed Detection and Localization"
Background: Chemical Engineering

Belay, Mohammed Ayalew

PhD Student (2021 - ongoing)
Topic: "Anomaly Detection in Compact Offshore Steam Cycles"
Background: Computer Engineering

Cheema, Muhammad Asaad

PhD Student (2021 - ongoing)
Topic: "Graph Signal Processing for Irregular Time Series"
Background: Electrical Engineering

Haghipour, Amirshayan

PhD Student (2021 - ongoing)
Topic: "Data-Driven Sensor Validation"
Background: Computer Engineering

Shaheen, Khadija

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"

Visiting Students

Matteo Vitali (2021), PhD Student at Marche Polytechnic University, Italy

Projects & Publications & M.Sc. Theses

Primary Reference for CCS (PREFERENCE)

Research Council of Norway
KSP programme (2023-2027)

Data Analytics for Ground Motion Monitoring (DARIO)

European Space Agency
PRODEX programme (2021-2024)

Doctoral Programme for Integrated Research Activities Unlocking a Potential of Top-Level Researchers in Digital Transformation for Sustainability (PERSEUS)

European Research Council
MSCA COFUND programme (2021-2026)

Sensor Validation for Digital Twins of Safety-Critical Systems (SIGNIFY)

Research Council of Norway
IKTPLUSS programme (2021-2024)

Machine Learning for Irregular Time Series (ML4ITS)

Research Council of Norway
IKTPLUSS programme (2021-2024)

Digital Twin for Optimal Design and Operation of Compact Combined Cycles in Offshore Oil and Gas Installations (Digital Twin)

Research Council of Norway
PETROMAKS 2 programme (2021-2024)

Safe Autonomous Ships for Sustainable Operations (AutoShip)

Research Council of Norway
SFI programme (2020-2028)

Centre for Geophysical Forecasting (CGF)

Research Council of Norway
SFI programme (2020-2028)

Better Resource Utilization in the 21st century (BRU21)

NTNU Research & Innovation Program
(2017-2021)

Contacts

  • Address

    SPIN@NTNU - Signal Processing Group
    Dept. Electronic Systems, NTNU
    O.S. Bragstads Plass 2B
    7491 Trondheim, Norway
  • Email

    pierluigi.salvorossi(at)ntnu.no