Background and activities
Starting in 2015 and after 12 years of working on the stability of power electronics systems, I have gradually expanded my research area into non-linear and non-stationary signal analysis, from the domain of harmonics in power systems into the domain of biological systems, specifically EEG signals. For that purpose, my group is now developing computational models of the human brain for solving the EEG inverse problem and generic platforms for non-linear and non-stationary signals analysis suitable for both physical and biological systems (electrical grids, EEG signals). The initial steps of this research were demonstrated through the translation of brain signals into commands for the actuation of drones resorting to the motor imagery signals from the scalp, as shown in this NRK video. The long- term goal of the research is to contribute with a better understanding of the properties of electrical signals in the following two domains:
1. The brain electrical signals: to better understand the mechanism of cognitive functions to advance our ability to inteface technology with biological environments in order to:
Identify new biomarkers from EEG signals and open entire new fields for disease preventioin and early therapeutic interventions
Revolutionize industrial domains such as authetication and access control systems, subject and sex identification, brain contolled appliances for home automation and continuous monitoring of high-risk population (elderly)
2. The electricity grid: that is undergoing changes in the periodic nature of their signals due to the complexification in its topologies in conjunction with new non-linear components being introduced in large numbers
In particular, I am interested in understanding the mechanism of synchronisation in these two different worlds. I am project manager for the David & Goliath project.
Some of our group most exciting experiments are described in this link.
- Professor in Industrial Electrotechnics and electrical signal analysis at the Department of Engineering Cybernetics (NTNU) since 2014.
- Professor in Power Electronics for Power Systems at the Department of Electrical Engineering (NTNU), 2008-2014.
- Affiliated Scientist at AMOS Center of Excellence since 2016.
- Dr. Eng., Tokyo Institute of Technology, Japan, 2000. Thesis topic: "Power System Stability Control based on Phase Angle Regulation".
- Master of Engineering, University of the Ryukyus, Japan, 1997. Thesis topic: "Enhancement of Power System Stability based on the Application of Series Capacitors".
2015 to date, TTK4240 Industrial Electrotechnics, developed the curriculum and teaches the course
2016 to date, TTK7 Adaptive Data Analysis: Theory and Applications, developed the curriculum and teaches the course
2009 - 2013, ET8304 Power Theories and Compensation with Power Electronics, developed the curriculum and teached the course
2008 - 2013, ELK23 Power Electronics for Power Systems, developed the curriculum and teached the course
Current PhD students and Postdocs:
- Luis Alfredo Moctezuma (2018-2021): EEG-based Signal Analysis: A Study from High-denisty EEG to Low-density EEG (PhD).
- Andres Soler Guevara (2018-2021): EEG based Brain Mapping and Signal Analysis: A study of low density EEG to source activity reconstruction and applications in BCI (PhD), with the co-supervision of Eduardo Giraldo.
- Erwin H. T. Shad (2018-2021): Low Impedance Active Dry Electrode for Low-density EEG Signal Acquisition (PhD), with the co-supervision of Trond Ytterdal.
- Lena Spitthoff (2019-2023): Ageing Modelling of Secondary Li-ion Batteries. Co-supervisor with Odne Stokke Burheim at the Department of Energy and Process Engineering.
- Sjur Føyen (2018 - 2022): Co-supervisor with Olav Bjarte Fosso at the Department of Electric Power Engineering
- Haoxiang Zong (2019-2020): Research on the steady-state and transient stability analysis of grid connected renewable energy through and HVDC link (visiting PhD from Shanghai Jiatong University with CSC scholarship).
- Shung San (2018 - 2019): Transient Characteristics of the Inertia Synchronization Controlled Wind Turbine with Grid Voltage Dips and the Stabilization Method (visiting PhD from Shanghai Jiatong University).
- Jing Li (2018-2019): Stability between the Locomotive and Traction Network based on the Impedance Method (visiting PhD from Beijing Jiatong University with CSC scholarship).
- Chen Zhang (2018-2020): Autonomous Control of Stability in Wind Farms and Smart Grids (NTNU Energy Postdoc).
- Alejandro Torres Garcia (2019-2020): Augmented Human: actuation of devices with biological signals (ERCIM Postdoc)
- Bing Tian (2018-2020): All-electronic control for Subsea Production System (Research Council of Norway Postdoc)
Graduated PhDs and Postdocs, main supervision:
- Atle Rygg (2015-2018): Impedance-based Methods for Small-signal Analysis of Power Electronics Dominated Systems.
- Mohammad Amin (2013-2017): Small-signal Stability Characterization of Interaction Phenomena between HVDC System and Wind Farms.
- Paula Garcia-Rosa (2016-2017): Hilbert-Huang transform (HHT)-based estimation of the instantaneous frequency of sea waves for wave energy control purposes (Postdoc).
- Jinghong Liu (2017-2018): Modeling and Stability Analysis of Digitally Controlled Grid-Connected Power Electronics Systems (visiting PhD from Chongqing University).
- Mehdi Zadeh (2011-2015): Stability Analysis Methods and Tools for Power Electronics- Based DC Distribution Systems, Applicable to On-Board Electric Power Systems and Smart Microgrids.
- Santiago Sanchez (2011-2015): Stability Investigation of Power Electronics Systems: A Microgrid Case.
- Gilbert Bergna-Diaz (2012-2015): Modular Multilevel Converter Control for HVDC Operation: Optimal Shaping of the Circulating Current Signal for Internal Energy Regulation (PhD in Cotutelle with Supelec).
- Rene Barrera Cardenas (2011-2015): Meta-parametrised meta-modelling approach for optimal design of power electronics conversion systems: Application to offshore wind energy.
- Jonas Bakken (2011-2015): Marine renewable energy conversion: Grid and off-grid modeling, design and operation.
- Natalie Holtsmark (2010-2014): Investigation of the Matrix Converter in a DC Series-Connected Wind Farm: Modulation, Control and Efficiency.
- Nadeem Jelani (2010-2014): Investigating the Role of Active Loads in the Future Electrical Grid Dominated by Power Electronics.
- Muhammad Jafar (2008-2012): Transformer-Less Series Compensation of Line-Commutated Converters for Integration of Offshore Wind Power.
- Alejandro Garces (2008-2012): Design, Operation and Control of Series-Connected Power Converters for Offshore Wind Parks.
- Maximiliano Bueno-Lopez (2017-2018): Hilbert Huang Transform for EEG Signal Analysis and Power Quality in systems with High-PV penetration (ERCIM Postdoc).
- Noe Barrera Gallegos (2017-2018): Synchronization Properties of Voltage Source Converters when seen as Coupled Oscillators (ERCIM Postdoc).
- Jing Lyu (2016-2017): Development of general system-level methodology and tools to analyze and predict the instability of AC power electronics systems (ERCIM Postdoc).
- Elisabetta Tedeschi (2009-2011): Design and Control of Energy Conversion Systems for the Integration of Offshore Renewable Energy Sources into the Electric Grid (Postdoc).
Graduated PhDs, co-supervision:
- Espen Skjong (2014-2017): Optimization-based Control in Shipboard Electric Systems, co-supervised with Tor Arne Johansen.
- Raymundo Torres-Olguin (2009-2013): Grid Integration of Offshore Wind Farms using Hybrid HVDC Transmission: Control and Operational Characteristics, co-supervised with Tore Undeland.
- Steinar Danielsen (2007-2010): Electric Traction Power System Stability: Low-frequency interaction between advanced rail vehicles and a rotary frequency converter, co-supervised with Olav Bjarte Fosso.
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
- (2022) Phasor Estimation by EMD-Assisted Prony. IEEE Transactions on Power Delivery.
- (2022) Static and dynamic eigenvalues in unified stability studies. IET Generation, Transmission & Distribution. vol. 16 (17).
- (2022) Projections of Cyberattacks on Stability of DC Microgrids - Modeling Principles and Solution. IEEE transactions on power electronics. vol. 37 (10).
- (2022) Two-dimensional CNN-based distinction of human emotions from EEG channels selected by Multi-Objective evolutionary algorithm. Scientific Reports. vol. 12.
- (2022) Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization. Scientific Reports. vol. 12 (1).
- (2021) Parametric Stability Assessment of Single-Phase Grid-Tied VSCs Using Peak and Average DC Voltage Control. IEEE transactions on industrial electronics (1982. Print). vol. 69 (3).
- (2021) ADAMA-II wind farm performance assessment in comparison to feasibility study. Wind Engineering : The International Journal of Wind Power.
- (2021) Switching sequences for non-predictive declutching control of wave energy converters. IFAC-PapersOnLine. vol. 53 (2).
- (2021) Impact of digital time delay on the stable grid-hosting capacity of large-scale centralised PV plant. IET Renewable Power Generation. vol. 15 (7).
- (2021) Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification Study. Lecture Notes in Computer Science (LNCS).
- (2021) Automatic Onset Detection of Rapid Eye Movements in REM Sleep EEG Data. IFAC-PapersOnLine. vol. 54 (15).
- (2021) Freewheeling Current-Based Sensorless Field-Oriented Control of Five-Phase Permanent Magnet Synchronous Motors Under IGBT Failures of a Single Phase. IEEE transactions on industrial electronics (1982. Print). vol. 69 (1).
- (2021) An Input-Voltage-Sharing Control Strategy of Input-Series Output-Parallel Isolated Bidirectional DC/DC Converter for DC Distribution Network. IEEE transactions on power electronics.
- (2021) Block Diagonal Dominance-Based Model Reduction Method Applied to MMC Asymmetric Stability Analysis. IEEE transactions on energy conversion. vol. 36 (3).
- (2020) Oscillation analysis of low-voltage distribution systems with high penetration of photovoltaic generation. Electrical engineering (Berlin. Print).
- (2020) A fully differential capacitively-coupled high CMRR low-power chopper amplifier for EEG dry electrodes. Analog Integrated Circuits and Signal Processing. vol. 102.
- (2020) Impedance and Noise of Passive and Active Dry EEG Electrodes: A Review. IEEE Sensors Journal. vol. 20 (24).
- (2020) Analysis of Harmonic Resonance for Locomotive and Traction Network Interacted System Considering the Frequency-Domain Passivity Properties of the Digitally Controlled Converter. Frontiers in Energy Research. vol. 8.
- (2020) Impact of inverter digital time delay on the harmonic characteristics of grid-connected large-scale photovoltaic system. IET Renewable Power Generation. vol. 14 (18).
- (2020) Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD. Journal of Biomedical Research (JBR). vol. 34 (3).