Tomas McKelvey

Tomas McKelvey

Chalmers tekniska högskola

H-index: 31

Europe-Sweden

About Tomas McKelvey

Tomas McKelvey, With an exceptional h-index of 31 and a recent h-index of 16 (since 2020), a distinguished researcher at Chalmers tekniska högskola, specializes in the field of system identification, spectral estimation, control oriented combustion modeling and control, machine learning, biomedical signa.

His recent articles reflect a diverse array of research interests and contributions to the field:

Analysis of Interpolating Regression Models and the Double Descent Phenomenon

Deep Reinforcement Learning Based Grid-Forming Inverter

Classification of radio frequency scattering data

A pure data-driven method for online inertia estimation in power systems using local rational model approach

Deep learning based predictive compensation of flicker, voltage dips, harmonics and interharmonics in electric arc furnaces

A parametric generalized likelihood ratio test for airborne bistatic radar systems

Undiscounted control policy generation for continuous-valued optimal control by approximate dynamic programming

Classification of partial discharges originating from multilevel PWM using machine learning

Tomas McKelvey Information

University

Position

Professor Department of Electrical Engineering Signal Processing of

Citations(all)

4574

Citations(since 2020)

1300

Cited By

3978

hIndex(all)

31

hIndex(since 2020)

16

i10Index(all)

79

i10Index(since 2020)

28

Email

University Profile Page

Chalmers tekniska högskola

Google Scholar

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Tomas McKelvey Skills & Research Interests

system identification

spectral estimation

control oriented combustion modeling and control

machine learning

biomedical signa

Top articles of Tomas McKelvey

Title

Journal

Author(s)

Publication Date

Analysis of Interpolating Regression Models and the Double Descent Phenomenon

IFAC-PapersOnLine

Tomas McKelvey

2023/1/1

Deep Reinforcement Learning Based Grid-Forming Inverter

Ebrahim Balouji

Karl Bäckstrüm

Tomas McKelvey

2023/10/29

Classification of radio frequency scattering data

2023/7/13

A pure data-driven method for online inertia estimation in power systems using local rational model approach

IEEE Transactions on Industry Applications

Mohammadreza Mazidi

Tomas McKelvey

Peiyuan Chen

2023/6/22

Deep learning based predictive compensation of flicker, voltage dips, harmonics and interharmonics in electric arc furnaces

IEEE Transactions on Industry Applications

Ebrahim Balouji

Özgül Salor

Tomas McKelvey

2022/3/22

A parametric generalized likelihood ratio test for airborne bistatic radar systems

Jacob Klintberg

Tomas McKelvey

Patrik Dammert

2022/3/21

Undiscounted control policy generation for continuous-valued optimal control by approximate dynamic programming

International Journal of Control

Jonathan Lock

Tomas McKelvey

2022/10/3

Classification of partial discharges originating from multilevel PWM using machine learning

IEEE Transactions on Dielectrics and Electrical Insulation

Ebrahim Balouji

Thomas Hammarström

Tomas McKelvey

2022/2/1

Over-The-Air Identification of Coupled Nonlinear Distortion in a MIMO Radar

Carl Kylin

Thomas Eriksson

Anders Silander

Tomas McKelvey

2022/6/20

Data-driven near-optimal on-line control for an electrically heated catalyst-equipped gasoline engine

SAE International Journal of Engines

Dhinesh Vilwanathan Velmurugan

Tomas McKelvey

Jan-Ola Olsson

2022/5/31

Evaluation of Electrically Heated Catalyst Control Strategies against a Variation of Cold Engine Start Driver Behaviour

Dhinesh Velmurugan

Tomas McKelvey

Jan-Ola Olsson

2022/3/29

Design and comparative analyses of optimal feedback controllers for hybrid electric vehicles

IEEE Transactions on Vehicular Technology

Maryam Razi

Nikolce Murgovski

Tomas McKelvey

Torsten Wik

2021/2/25

Predictive compensation of EAF flicker, voltage dips harmonics and interharmonics using deep learning

Ebrahim Balouji

Özgül Salor

Tomas McKelvey

2021/10/10

A simulation framework for cold-start evaluation of a gasoline engine equipped with an electrically heated three-way catalyst

IFAC-PapersOnLine

Dhinesh V Velmurugan

Tomas McKelvey

Jan-Ola Olsson

2021/1/1

System Identification of Electromagnetic Devices Based on Full-Wave Computations

Carl Holmberg

Thomas Rylander

Jan Carlsson

Tomas McKelvey

2021/7/26

A Multivariate Local Rational Modeling Approach for Detection of Structural Changes in Test Vehicles

IFAC-PapersOnLine

T McKelvey

D McKelvey

P Nordberg

2021/1/1

Predictive energy management of hybrid electric vehicles via multi-layer control

IEEE Transactions on Vehicular Technology

Maryam Razi

Nikolce Murgovski

Tomas McKelvey

Torsten Wik

2021/5/18

A Möbius Transform Approach for Improved MIMO Frequency Domain Identification

IFAC-PapersOnLine

T McKelvey

A Ludvig-Osipov

T Rylander

2021/1/1

Neural Networks for the Estimation of Low-Order Statistical Moments of a Stochastic Dielectric

Simon Stenmark

Thomas Rylander

Tomas McKelvey

2021/5/17

Cold-Start Modeling and On-Line Optimal Control of the Three-Way Catalyst

Emission Control Science and Technology

Jonathan Lock

Kristoffer Clasén

Jonas Sjöblom

Tomas McKelvey

2021/12

See List of Professors in Tomas McKelvey University(Chalmers tekniska högskola)

Co-Authors

H-index: 123
Petre (Peter) Stoica (0000-0002-7957-3711)

Petre (Peter) Stoica (0000-0002-7957-3711)

Uppsala Universitet

H-index: 99
Lennart Ljung

Lennart Ljung

Linköpings Universitet

H-index: 73
Fredrik Gustafsson

Fredrik Gustafsson

Linköpings Universitet

H-index: 66
Sun-Yuan Kung

Sun-Yuan Kung

Princeton University

H-index: 46
Mats Viberg

Mats Viberg

Blekinge Tekniska Högskola

H-index: 35
Jian Yang at Chalmers

Jian Yang at Chalmers

Chalmers tekniska högskola

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