Oliver Nelles

6.3k citations

147 papers · 3.8k indexed · 2 hit papers · h-index 24

Impact in

Control and Systems Engineering top 0.5%
- Fault Detection and Control Systems
- Control Systems and Identification
- Advanced Control Systems Optimization
Fluid Flow and Transfer Processes top 2%
- Advanced Combustion Engine Technologies

Papers in

Control and Systems Engineering 106
- Fault Detection and Control Systems 62
- Control Systems and Identification 60
- Advanced Control Systems Optimization 33
- Real-time simulation and control systems 7
Artificial Intelligence 70
- Neural Networks and Applications 51
- Fuzzy Logic and Control Systems 34

Co-authors: Rolf Isermann Benjamin Hartmann Alexander Fink Martin Fischer Martin Schüler Michael Häfner Frank Hoffmann Jochen Moll
Journals: Control Engineering Practice (5 papers)IFAC-PapersOnLine (15 papers)Information Sciences (1 paper)Smart Materials and Structures (1 paper)Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery (1 paper)
Partner nations: Germany Slovenia Austria

In The Last Decade

Oliver Nelles

132 papers receiving 3.6k citations

Hit Papers

align trajectories log scale

Nonlinear System Identification 2001 · 902 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2001 Nonlinear System Identification
2000 CERN Document Server (European Organization for Nuclear Research)

Peers

Countries citing papers authored by Oliver Nelles

Since Specialization

Citations

This map shows the geographic impact of Oliver Nelles's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Oliver Nelles with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Oliver Nelles more than expected).

Fields of papers citing papers by Oliver Nelles

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Oliver Nelles. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Oliver Nelles. The network helps show where Oliver Nelles may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Oliver Nelles, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Oliver Nelles Line = papers co-authored together Oliver Nelles links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Analysis of space-filling excitation signals and dynamic models for nonlinear system identification of dynamic processes of a Diesel engine Control Engineering Practice ·董朝阳, Barbara Schäuble, H. Klein, Oliver Nelles	2025	0
2	Nonlinear System Identification With Gaussian Processes Using Laguerre and Kautz Filters Barbara Schäuble, D. J. Guidry, Oliver Nelles	2025	0
3	Regularized Finite Impulse Response Models versus Laguerre Models: A Comparison IFAC-PapersOnLine ·Barbara Schäuble, Oliver Nelles	2024	0
4	Dichte-skaliertes Optimierungskriterium für Sliced Latin Hypercube Designs 雷胜红, Diana Laura Rivera Torrez, T Larson, Filiz KEYF, Volker Lohweg, Oliver Nelles	2024	0
5	Control-oriented wind turbine load estimation based on local linear neuro-fuzzy models Journal of Physics Conference Series ·B. Rothschild, W. M. Brookes, S Shreen Fathima, Devy Santoso, Jacob Kopas, Oliver Nelles, Dirk Abel, Heike Vallery, Michael Basler	2024	2
6	Optimized Excitation Signal Tailored to Pertinent Dynamic Process Characteristics IFAC-PapersOnLine ·Minal Rahimtoola, Devy Santoso, Oliver Nelles	2024	1
7	Autoencoder-based Metamodeling for Structural Design Optimization IFAC-PapersOnLine ·Fabian Schneider, Kettrin Amelin, Oliver Nelles	2024	0
8	An Input-to-State Stable Virtual Sensor for Electric Motor Rotor Temperature IFAC-PapersOnLine ·Leon Glass, W. Zwilling, Oliver Nelles	2023	1
9	Nonlinear Dynamic System Identification of Separation Unit for Raw Materials Devy Santoso, Oliver Nelles	2023	1
10	Latin hypercubes for constrained design of experiments for data-driven models at - Automatisierungstechnik ·Fabian Schneider, Kettrin Amelin, Oliver Nelles	2023	3
11	Constrained Design of Experiments for Data-Driven Models Fabian Schneider, D Evans, Kettrin Amelin, Oliver Nelles	2022	1
12	Adaptive Model Predictive Control with Finite Impulse Response Models Barbara Schäuble, Jin Min-suo, Raya Perez, Oliver Nelles	2021	2
13	Local Model Networks for the Identification of Nonlinear State Space Models D Evans, C.E Riveros, Oliver Nelles	2019	10
14	Gray-box identification with regularized FIR models at - Automatisierungstechnik ·C.E Riveros, Matthew Capocci, Oliver Nelles	2018	9
15	Goal-oriented active learning with local model networks International Journal of Computational Methods and Experimental Measurements ·Emilie Maes, Fei Shao-yang, Oliver Nelles, Thomas Carolus	2017	2
16	Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs Tobias Ebert, MANFRED DOMRQES, Emilie Maes, В.П. Сиротенко, 由紀子内田, Oliver Nelles	2015	15
17	Proposal for a function generator and extrapolation analysis Emilie Maes, Oliver Nelles	2015	2
18	Nonlinear System Identification by Gustafson–Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process IEEE Transactions on Neural Networks ·J. Muzerolle, Benjamin Hartmann, Oliver Nelles, Igor Škrjanc	2011	48
19	Learning Strategies for Local Model Networks with Higher Degree Polynomials IFAC Proceedings Volumes ·Shen min Xu, Oliver Nelles	2009	2
20	Comparision of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models International Journal of Applied Mathematics and Computer Science ·Oliver Nelles, Alexander Fink, Robert Babuška, M. Setnes	1999	29

About Oliver Nelles

Oliver Nelles is a scholar working on Control and Systems Engineering, Artificial Intelligence, Fluid Flow and Transfer Processes, Automotive Engineering and Computational Theory and Mathematics, having authored 147 papers that have together received 3.8k indexed citations. Recurring topics across this work include Fault Detection and Control Systems (62 papers), Control Systems and Identification (60 papers), Neural Networks and Applications (51 papers), Fuzzy Logic and Control Systems (34 papers), Advanced Control Systems Optimization (33 papers), Structural Health Monitoring Techniques (12 papers), Advanced Multi-Objective Optimization Algorithms (10 papers) and Real-time simulation and control systems (7 papers). The work is most often cited by research in Control and Systems Engineering (2.1k citations), Fluid Flow and Transfer Processes (253 citations), Artificial Intelligence (1.3k citations), Automotive Engineering (297 citations) and Statistical and Nonlinear Physics (205 citations). Oliver Nelles has collaborated with scholars based in Germany, Slovenia and Austria. Frequent co-authors include Rolf Isermann, Benjamin Hartmann, Alexander Fink, Martin Fischer, Martin Schüler, Michael Häfner, Frank Hoffmann, Jochen Moll, Martin C. Fischer and Susanne Ernst. Their work appears in journals such as Control Engineering Practice, IFAC-PapersOnLine, Information Sciences, Smart Materials and Structures and Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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