Dirk Soffker (Söffker, Soeffker)

Dirk Soffker (Söffker, Soeffker)

Universität Duisburg-Essen

H-index: 30

Europe-Germany

About Dirk Soffker (Söffker, Soeffker)

Dirk Soffker (Söffker, Soeffker), With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at Universität Duisburg-Essen, specializes in the field of Automation and Control, SHM and PHM, Human-Machine-Systems, Cognition and Intelligence, Safety / Diagnosis / Prognosis.

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

A hybrid prognosis approach for robust lifetime control of commercial wind turbines

Adaptive robust observer-based control for structural load mitigation and speed regulation in commercial wind turbines

IPC‐based robust disturbance accommodating control for load mitigation and speed regulation of wind turbines

An Eco-Driving Technique for Energy Aware Driving With an Electric Vehicle

Data driven-based human reliability analysis for individualized performance with different data clustering approaches for dynamical changing situations

A novel adaptive boosting algorithm with distance-based weighted least square support vector machine and filter factor for carbon fiber reinforced polymer multi-damage …

Improved Context-Sensitive Transformer Model for Inland Vessel Trajectory Prediction

A state machine-based approach for estimating the capacity loss of Lithium-Ion Batteries

Dirk Soffker (Söffker, Soeffker) Information

University

Position

Professor Dynamics and Control

Citations(all)

4286

Citations(since 2020)

2372

Cited By

2780

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

92

i10Index(since 2020)

45

Email

University Profile Page

Universität Duisburg-Essen

Google Scholar

View Google Scholar Profile

Dirk Soffker (Söffker, Soeffker) Skills & Research Interests

Automation and Control

SHM and PHM

Human-Machine-Systems

Cognition and Intelligence

Safety / Diagnosis / Prognosis

Top articles of Dirk Soffker (Söffker, Soeffker)

Title

Journal

Author(s)

Publication Date

A hybrid prognosis approach for robust lifetime control of commercial wind turbines

arXiv preprint arXiv:2404.18593

Edwin Kipchirchir

Jonathan Liebeton

Dirk Söffker

2024/4/29

Adaptive robust observer-based control for structural load mitigation and speed regulation in commercial wind turbines

Wind Energy Science Discussions

Edwin Kipchirchir

Manh Hung Do

Jackson Githu Njiri

Dirk Söffker

2022/3/14

IPC‐based robust disturbance accommodating control for load mitigation and speed regulation of wind turbines

Wind Energy

Edwin Kipchirchir

Dirk Söffker

2024/1/10

An Eco-Driving Technique for Energy Aware Driving With an Electric Vehicle

Bapaiah Katepalli

Bedatri Moulik

Ahmed M Ali

Dirk Söffker

2023/11/3

Data driven-based human reliability analysis for individualized performance with different data clustering approaches for dynamical changing situations

Available at SSRN 4305466

Chao He

Dirk Söffker

2023

A novel adaptive boosting algorithm with distance-based weighted least square support vector machine and filter factor for carbon fiber reinforced polymer multi-damage …

Structural Health Monitoring

Wenjuan Sheng

Yutao Liu

Dirk Söffker

2023/3

Improved Context-Sensitive Transformer Model for Inland Vessel Trajectory Prediction

Kathrin Donandt

Karim Böttger

Dirk Söffker

2023/9/24

A state machine-based approach for estimating the capacity loss of Lithium-Ion Batteries

Annual Conference of the PHM Society

Ruth David

Dirk Söffker

2023/10/26

A review on machine learning-based models for lane-changing behavior prediction and recognition

Ruth David

Dirk Söffker

2023/1/24

Development of a Modular Automation Framework for Data-Driven Modeling and Optimization of Coating Formulations

Dominik Polke

Alvin Surjana

Florian Diepers

Elmar Ahle

Dirk Söffker

2023/9/12

Modeling and Evaluation of Dynamical Properties of Different Energy Storage Systems Using Machine Learning Methods

Imene Benrabia

Dirk Söffker

2023/10/24

Integration of human factors-related knowledge into decision support systems applied to assisted and automated operating vehicles using examples for inland vessels

Abderahman Bejaoui

Pooja Gadhavi

Olena Shyshova

Dirk Söffker

2023

Role of Energy Management Systems (EMS) in the Development of Eco Cities: A System Oriented Review Introducing an Agent Perspective

Imene Benrabia

Bedatri Moulik

Dirk Söffker

2023/5/4

Comparison of Different Gaussian Process Models and Applications in Model Predictive Control

Florian Diepers

Dominik Polke

Elmar Ahle

Dirk Söftker

2023/10/17

Dynamic Water Stress Threshold Determination for Precision Deficit Irrigation Control using Progressive Clustering Approach

IFAC-PapersOnLine

Lina Owino

Dirk Söffker

2023/1/1

Improved model‐free adaptive predictive control based on recursive least‐squares estimation algorithm

Asian Journal of Control

Hoang Anh Pham

Dirk Söffker

2023/5

Quantification of Reliable Detection Range Using Lidar-Based Object Detection Approaches and Varying Process Parameters

Waldemar Boschmann

Dirk Söffker

2023/10/1

Improving the diagnostic reliability of AE-based failure mode detection and distinction in CFRP

Jonathan Liebeton

Stella Mei Sze Soon

Dirk Söffker

2023

Quantification of human behavior levels by extending Rasmussen's SRK model and the effects of time pressure and training on the levels switching

Heliyon

Chao He

Dirk Söffker

2023/4/1

Spatial and Social Situation-Aware Transformer-Based Trajectory Prediction of Autonomous Systems

Kathrin Donandt

Dirk Söffker

2023/10/1

See List of Professors in Dirk Soffker (Söffker, Soeffker) University(Universität Duisburg-Essen)

Co-Authors

H-index: 33
Ahmed M. Ali

Ahmed M. Ali

Universität Duisburg-Essen

H-index: 7
Qi Deng

Qi Deng

Universität Duisburg-Essen

H-index: 6
Fateme Bakhshande

Fateme Bakhshande

Universität Duisburg-Essen

H-index: 6
Bedatri Moulik

Bedatri Moulik

Amity University

H-index: 5
Sebastian Felix Wirtz

Sebastian Felix Wirtz

Universität Duisburg-Essen

H-index: 5
Friederike Kögler

Friederike Kögler

Universität Duisburg-Essen

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