Mattias Krysander

Mattias Krysander

Linköpings Universitet

H-index: 24

Europe-Sweden

About Mattias Krysander

Mattias Krysander, With an exceptional h-index of 24 and a recent h-index of 17 (since 2020), a distinguished researcher at Linköpings Universitet, specializes in the field of Diagnosis, Prognosis, Automotive, Modelling.

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

Usage-Specific Survival Modeling Based on Operational Data and Neural Networks

Neural Network-Based Piecewise Survival Models

Fault diagnosis using data-driven residuals for anomaly classification with incomplete training data

Analysis of numerical integration in RNN-based residuals for fault diagnosis of dynamic systems

Energy-Based Survival Models for Predictive Maintenance

Structural Diagnosability Analysis of Switched and Modular Battery Packs

Fault Diagnosability Analysis of Multi-Mode Systems

Hierarchical diagnosis algorithm for component-based multi-mode systems

Mattias Krysander Information

University

Position

Associate Professor Department of Electrical Engineering Sweden

Citations(all)

2361

Citations(since 2020)

928

Cited By

1774

hIndex(all)

24

hIndex(since 2020)

17

i10Index(all)

45

i10Index(since 2020)

23

Email

University Profile Page

Linköpings Universitet

Google Scholar

View Google Scholar Profile

Mattias Krysander Skills & Research Interests

Diagnosis

Prognosis

Automotive

Modelling

Top articles of Mattias Krysander

Title

Journal

Author(s)

Publication Date

Usage-Specific Survival Modeling Based on Operational Data and Neural Networks

arXiv preprint arXiv:2403.18739

Olov Holmer

Mattias Krysander

Erik Frisk

2024/3/27

Neural Network-Based Piecewise Survival Models

arXiv preprint arXiv:2403.18664

Olov Holmer

Erik Frisk

Mattias Krysander

2024/3/27

Fault diagnosis using data-driven residuals for anomaly classification with incomplete training data

IFAC-PapersOnLine

Daniel Jung

Mattias Krysander

Arman Mohammadi

2023/1/1

Analysis of numerical integration in RNN-based residuals for fault diagnosis of dynamic systems

IFAC-PapersOnLine

Arman Mohammadi

Theodor Westny

Daniel Jung

Mattias Krysander

2023/1/1

Energy-Based Survival Models for Predictive Maintenance

IFAC-PapersOnLine

Olov Holmer

Erik Frisk

Mattias Krysander

2023/1/1

Structural Diagnosability Analysis of Switched and Modular Battery Packs

arXiv preprint arXiv:2312.16520

Fatemeh Hashemniya

Arvind Balachandran

Erik Frisk

Mattias Krysander

2023/12/27

Fault Diagnosability Analysis of Multi-Mode Systems

arXiv preprint arXiv:2312.14030

Fatemeh Hashemniya

Benoît Caillaud

Erik Frisk

Mattias Krysander

Mathias Malandain

2023/12/21

Hierarchical diagnosis algorithm for component-based multi-mode systems

IFAC-PapersOnLine

Fatemeh Hashemniya

Erik Frisk

Mattias Krysander

2023/1/1

Analysis of grey-box neural network-based residuals for consistency-based fault diagnosis

IFAC-PapersOnLine

Arman Mohammadi

Mattias Krysander

Daniel Jung

2022/1/1

Fault Diagnosis Using Data, Models, or Both–An Electrical Motor Use-Case

IFAC-PapersOnLine

Erik Frisk

Fabian Jarmolowitz

Daniel Jung

Mattias Krysander

2022/1/1

A dataset for fault classification in rock drills, a fast oscillating hydraulic system

Annual Conference of the PHM Society

Erik Jakobsson

Erik Frisk

Mattias Krysander

Robert Pettersson

2022/10/29

Time series fault classification for wave propagation systems with sparse fault data

arXiv preprint arXiv:2203.16121

Erik Jakobsson

Erik Frisk

Mattias Krysander

Robert Pettersson

2022/3/30

Structural Analysis

Fault Diagnosis of Dynamic Systems: Quantitative and Qualitative Approaches

Erik Frisk

Mattias Krysander

Teresa Escobet

2019

Massive machine-type communication pilot-hopping sequence detection architectures based on non-negative least squares for grant-free random access

IEEE Open Journal of Circuits and Systems

Narges Mohammadi Sarband

Ema Becirovic

Mattias Krysander

Erik G Larsson

Oscar Gustafsson

2021/1/26

Fault identification in hydraulic rock drills from indirect measurement during operation

IFAC-PapersOnLine

Erik Jakobsson

Erik Frisk

Mattias Krysander

Robert Pettersson

2021/1/1

Pilot-hopping sequence detection architecture for grant-free random access using massive MIMO

Narges Mohammadi Sarband

Ema Becirovic

Mattias Krysander

Erik G Larsson

Oscar Gustafsson

2020/10/12

Automated usage characterization of mining vehicles for life time prediction

IFAC-PapersOnLine

Erik Jakobsson

Erik Frisk

Mattias Krysander

R Pettersson

2020/1/1

Acceleration of simulation models through automatic conversion to FPGA hardware

Frans Skarman

Oscar Gustafsson

Daniel Jung

Mattias Krysander

2020

Design and Selection of Additional Residuals to Enhance Fault Isolation of a Turbocharged Spark Ignited Engine System*

Kok Yew Ng

Erik Frisk

Mattias Krysander

2020/6/29

Predictive maintenance of lead-acid batteries with sparse vehicle operational data

International Journal of Prognostics and Health Management

Sergii Voronov

Mattias Krysander

Erik Frisk

2020

See List of Professors in Mattias Krysander University(Linköpings Universitet)

Co-Authors

H-index: 63
Gautam Biswas

Gautam Biswas

Vanderbilt University

H-index: 36
Lars Nielsen

Lars Nielsen

Linköpings Universitet

H-index: 36
Lars Eriksson

Lars Eriksson

Linköpings Universitet

H-index: 32
Erik Frisk

Erik Frisk

Linköpings Universitet

H-index: 21
Jan Åslund

Jan Åslund

Linköpings Universitet

H-index: 20
Belarmino Pulido

Belarmino Pulido

Universidad de Valladolid

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