Alf Isaksson

3.1k total citations
88 papers, 1.9k citations indexed

About

Alf Isaksson is a scholar working on Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Alf Isaksson has authored 88 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 60 papers in Control and Systems Engineering, 17 papers in Artificial Intelligence and 11 papers in Mechanical Engineering. Recurrent topics in Alf Isaksson's work include Fault Detection and Control Systems (33 papers), Advanced Control Systems Optimization (28 papers) and Control Systems and Identification (27 papers). Alf Isaksson is often cited by papers focused on Fault Detection and Control Systems (33 papers), Advanced Control Systems Optimization (28 papers) and Control Systems and Identification (27 papers). Alf Isaksson collaborates with scholars based in Sweden, Germany and Australia. Alf Isaksson's co-authors include Stefan F. Graebe, Alexander Horch, Iiro Harjunkoski, Guido Sand, A. Logothetis, Robin J. Evans, Fredrik Gustafsson, Krister Landernäs, Dawn M. Tilbury and Thomas Parisini and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and IEEE Transactions on Power Systems.

In The Last Decade

Alf Isaksson

82 papers receiving 1.7k citations

Peers

Alf Isaksson

CSE

AI

CNC

EEE

IME

Eduardo Camponogara Brazil

Dimitri Lefebvre France

Martin Otter Germany

Yu Guo China

Yupu Yang China

Hilding Elmqvist Sweden

Shuang‐Hua Yang China

Karl-Erik Årzén Sweden

Dewei Li China

Jürgen Pannek Germany

Eduardo Camponogara Brazil

Alf Isaksson

1.7k ×1.5

CSE

224 ×0.7

AI

417 ×1.4

CNC

507 ×2.0

EEE

145 ×0.7

IME

Citations per year, relative to Alf Isaksson Alf Isaksson (= 1×) peers Eduardo Camponogara

Countries citing papers authored by Alf Isaksson

Since Specialization

Citations

This map shows the geographic impact of Alf Isaksson'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 Alf Isaksson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alf Isaksson more than expected).

Fields of papers citing papers by Alf Isaksson

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alf Isaksson. 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 Alf Isaksson. The network helps show where Alf Isaksson may publish in the future.

Co-authorship network of co-authors of Alf Isaksson

This figure shows the co-authorship network connecting the top 25 collaborators of Alf Isaksson. A scholar is included among the top collaborators of Alf Isaksson based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alf Isaksson. Alf Isaksson is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Wang, Jiayue, et al.. (2025). Robust tube-based reinforcement learning control for systems with parametric uncertainty. European Journal of Control. 86. 101326–101326.

2.

Feyzmahdavian, Hamid Reza, et al.. (2024). Enhancing Reinforcement Learning Robustness via Integrated Multiple-Model Adaptive Control. IFAC-PapersOnLine. 58(14). 360–366.

3.

Lundh, Michael, et al.. (2024). Optimal design of sequential excitation for identification of multi-variable systems. IFAC-PapersOnLine. 58(14). 409–415. 1 indexed citations

4.

Isaksson, Alf, et al.. (2024). Optimal experiment design for multivariable system identification using simultaneous excitation. IFAC-PapersOnLine. 58(15). 544–549. 1 indexed citations

5.

Yan, Jing, et al.. (2024). Cloud–Fog Automation: Heterogenous Applications Over New-Generation Infrastructure of Virtualized Computing and Converged Networks. IEEE Industrial Electronics Magazine. 18(4). 30–42. 7 indexed citations

6.

Fujita, Masayuki & Alf Isaksson. (2023). Distinguished Lecturers Program [Member Activities]. IEEE Control Systems. 43(6). 14–14. 1 indexed citations

7.

Gamer, Thomas, et al.. (2019). The Autonomous Industrial Plant -Future of Process Engineering, Operations and Maintenance. IFAC-PapersOnLine. 52(1). 454–460. 17 indexed citations

8.

Åhlén, Anders, Johan Åkerberg, Alf Isaksson, et al.. (2019). Toward Wireless Control in Industrial Process Automation: A Case Study at a Paper Mill. IEEE Control Systems. 39(5). 36–57. 53 indexed citations

9.

Isaksson, Alf, Johan Sjöberg, David Törnqvist, Lennart Ljung, & Manon Kok. (2015). Using horizon estimation and nonlinear optimization for grey-box identification. Journal of Process Control. 30. 69–79. 9 indexed citations

10.

Gitzel, Ralf, et al.. (2015). Industrial Services as a Research Discipline. 8 indexed citations

11.

Isaksson, Alf, et al.. (2011). Performance Analysis of Robust Averaging Level Control. KTH Publication Database DiVA (KTH Royal Institute of Technology). 3 indexed citations

12.

Isaksson, Alf, David Törnqvist, Johan Sjöberg, & Lennart Ljung. (2010). Grey-box identification based on horizon estimation and nonlinear optimization. Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications. 2010(0). 1–6. 1 indexed citations

13.

Isaksson, Alf. (2003). Frequency domain accuracy of identified 2-D causal models. International Conference on Acoustics, Speech, and Signal Processing. 2294–2297.

14.

Isaksson, Alf, et al.. (2002). Multiple Optima in Identification of ARX Models Subject to Missing Data. EURASIP Journal on Advances in Signal Processing. 2002(1). 5 indexed citations

15.

Isaksson, Alf & Stefan F. Graebe. (2002). Derivative filter is an integral part of PID design. IEE Proceedings - Control Theory and Applications. 149(1). 41–45. 101 indexed citations

16.

Horch, Alexander & Alf Isaksson. (2001). Detection of valve stiction in integrating processes. 1327–1332. 18 indexed citations

17.

Isaksson, Alf, et al.. (1995). Benchmarking for paper machine MD-control: simulation results. Control Engineering Practice. 3(10). 1491–1498. 3 indexed citations

18.

Albertos, Pedro, et al.. (1994). Parameter Estimation for ARX Models with Missing Data. IFAC Proceedings Volumes. 27(8). 163–168. 3 indexed citations

19.

Millnert, Mille & Alf Isaksson. (1985). Input Estimation with Application Speech Coding. 1 indexed citations

20.

Isaksson, Alf & Mille Millnert. (1984). Input Estimation with Application to Speech Coding. 4 indexed citations

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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