Peter Ballé

1.6k total citations · 1 hit paper
18 papers, 1.1k citations indexed

About

Peter Ballé is a scholar working on Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Peter Ballé has authored 18 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Control and Systems Engineering, 6 papers in Artificial Intelligence and 6 papers in Mechanical Engineering. Recurrent topics in Peter Ballé's work include Fault Detection and Control Systems (18 papers), Advanced Control Systems Optimization (10 papers) and Mineral Processing and Grinding (5 papers). Peter Ballé is often cited by papers focused on Fault Detection and Control Systems (18 papers), Advanced Control Systems Optimization (10 papers) and Mineral Processing and Grinding (5 papers). Peter Ballé collaborates with scholars based in Germany and Slovenia. Peter Ballé's co-authors include Rolf Isermann, Đani Juričić, Oliver Nelles, Martin C. Fischer and Susanne Ernst and has published in prestigious journals such as Engineering Applications of Artificial Intelligence, IEEE Control Systems and Control Engineering Practice.

In The Last Decade

Peter Ballé

18 papers receiving 1.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Trends in the application of model-based fault detection and diagnosis of technical processes

1997 811 citations Rolf Isermann, Peter Ballé Control Engineering Practice profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Peter Ballé Germany	11	1.0k	316	190	153	53	18	1.1k
Janos J. Gertler United States	7	1.3k 1.3×	288 0.9×	206 1.1×	207 1.4×	53 1.0×	9	1.4k
János Gertler United States	16	1.7k 1.6×	547 1.7×	219 1.2×	302 2.0×	48 0.9×	69	1.8k
Jan Maciej Kościelny Poland	12	544 0.5×	163 0.5×	151 0.8×	92 0.6×	33 0.6×	72	647
E.L. Ding Germany	14	1.1k 1.1×	287 0.9×	86 0.5×	128 0.8×	21 0.4×	37	1.2k
Adel Haghani Germany	11	1.3k 1.3×	604 1.9×	159 0.8×	202 1.3×	60 1.1×	25	1.5k
Hongquan Ji China	20	1.0k 1.0×	536 1.7×	170 0.9×	231 1.5×	39 0.7×	45	1.2k
X. Ding Germany	13	1.5k 1.4×	220 0.7×	123 0.6×	132 0.9×	24 0.5×	38	1.5k
Wanke Yu China	16	1.1k 1.0×	598 1.9×	318 1.7×	203 1.3×	75 1.4×	38	1.3k
Jiusun Zeng China	17	643 0.6×	499 1.6×	137 0.7×	128 0.8×	14 0.3×	78	942
Le Zhou China	17	812 0.8×	419 1.3×	131 0.7×	227 1.5×	18 0.3×	58	986

Countries citing papers authored by Peter Ballé

Since Specialization

Citations

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

Fields of papers citing papers by Peter Ballé

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Peter Ballé

This figure shows the co-authorship network connecting the top 25 collaborators of Peter Ballé. A scholar is included among the top collaborators of Peter Ballé 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 Peter Ballé. Peter Ballé is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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18 of 18 papers shown

1.

Ballé, Peter, et al.. (2002). A multi-model approach for detection and isolation of sensor and process faults for a heat exchanger. 2. 1476–1481. 7 indexed citations

2.

Ballé, Peter. (2002). Fuzzy model-based symptom generation and fault diagnosis for nonlinear processes. 2. 945–950. 1 indexed citations

3.

Ballé, Peter, et al.. (2000). Detection and Isolation of Sensor and Process Faults in a Heat Exchanger Using a Fuzzy-Model Library. IFAC Proceedings Volumes. 33(15). 493–498. 3 indexed citations

4.

Ballé, Peter, et al.. (2000). A multi-model approach for detection and isolation of sensor and process faults for a heat exchanger. 26. 2730–2734 vol.4. 5 indexed citations

5.

Ballé, Peter, et al.. (2000). Closed-loop fault diagnosis based on a nonlinear process model and automatic fuzzy rule generation. Engineering Applications of Artificial Intelligence. 13(6). 695–704. 32 indexed citations

6.

Ballé, Peter. (1999). Fuzzy-model-based parity equations for fault isolation. Control Engineering Practice. 7(2). 261–270. 24 indexed citations

7.

Juričić, Đani, et al.. (1999). Transferable belief model in fault diagnosis. Engineering Applications of Artificial Intelligence. 12(5). 555–567. 31 indexed citations

8.

Ballé, Peter, et al.. (1998). Integrated control, diagnosis and reconfiguration of a heat exchanger. IEEE Control Systems. 18(3). 52–63. 40 indexed citations

9.

Ballé, Peter & Rolf Isermann. (1998). Fault detection and isolation for nonlinear processes based on local linear fuzzy models and parameter estimation. 1605–1609 vol.3. 11 indexed citations

10.

Ballé, Peter, et al.. (1997). Identification of nonlinear processes and model based fault isolation using local linear models. 26. 47–51 vol.1. 10 indexed citations

11.

Ballé, Peter, et al.. (1997). Combining neuro-fuzzy and machine learning for fault diagnosis of a DC motor. 26. 37–41 vol.1. 12 indexed citations

12.

Ballé, Peter, et al.. (1997). Fault Detection for Nonlinear Processes Based on Local Linear Fuzzy Models in Parallel and Series-Parallel Mode. IFAC Proceedings Volumes. 30(18). 1137–1142. 10 indexed citations

13.

Ballé, Peter, et al.. (1997). Residual evaluation in fault diagnosis by means of transferable belief model. TUbilio (Technical University of Darmstadt). 4 indexed citations

14.

Isermann, Rolf & Peter Ballé. (1997). Trends in the application of model-based fault detection and diagnosis of technical processes. Control Engineering Practice. 5(5). 709–719. 811 indexed citations breakdown →

15.

Ballé, Peter, et al.. (1997). Integrated control, diagnosis and reconfiguration of a heat exchanger. 922–926 vol.2. 9 indexed citations

16.

Ballé, Peter & Oliver Nelles. (1997). Detection and Isolation of Sensor Faults for a Heat Exchanger Based on Local Linear Fuzzy Models. IFAC Proceedings Volumes. 30(25). 525–530. 1 indexed citations

17.

Ballé, Peter, et al.. (1997). Closed Loop Fault Diagnosis Based on a Nonlinear Process Model and Automatic Fuzzy Rule Generation. IFAC Proceedings Volumes. 30(18). 349–354. 24 indexed citations

18.

Isermann, Rolf & Peter Ballé. (1996). Trends in the Application of Model Based Fault Detection and Diagnosis of Technical Processes. IFAC Proceedings Volumes. 29(1). 6325–6336. 69 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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