1. Wittich, Felix, Wegener, Thomas, Liehr Alexander, Zinn, Wolfgang, Niendorf Thomas, Kroll Andreas: Surface layer state after hard turning of 51CrV4, DaKS - University of Kassel's research data repository, https://doi.org/10.48662/daks-69, https://daks.uni-kassel.de/handle/123456789/302, 2025
2. Miguel Mendez, Robert Schmoll, Andreas Kroll: Rapid measurement of the Size-of-Source Effect by using an Iris aperture, Sensor and Measurement Science International Conference (SMSI) 2025, 2025
3. Massimiliano Pandolfo, Guilherme da Fonseca Pereira, Andreas Kroll: Control-Oriented Spatio-Temporal Grey-Box Temperature Models for DLD Processes: Two Case Studies, Fifth International Conference on Simulation for Additive Manufacturing (Sim-AM 2025), 2025
4. Jannik Ebert, Miguel Mendez, Robert Schmoll, Andreas Kroll: Assessing the Size-of-Source Effect in Thermography by Measuring the MTF with Consideration of Scattering Effects, 2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2025
5. Hoschang Noori, Robert Schmoll, Andreas Kroll: A gonioreflectometer for the measurement of bidirectional reflectance distribution functions in the thermal infrared, Sensor and Measurement Science International Conference (SMSI) 2025, 2025
6. Guilherme da Fonseca Pereira, Lars Sommerlade, Andreas Kroll: On Sampling Frequency Choice for Temperature Measurement in the Additive Manufacturing of Metal Pieces, Additive Manufacturing, 2025
7. Felix Wittich, Andreas Kroll: Kalibriermodellerstellung und Merkmalsselektionfür die mikromagnetischeMaterialcharakterisierung mittels maschinellerLernverfahren, at - Automatisierungstechnik, 2025
8. Farzad Rezazadeh, Emad Olfatbakhsh, Andreas Kroll: Sign Diversity: A Method for Measuring Diversity in Base Learner Selection for Ensemble Regression, 2025 IEEE Symposium on Computational Intelligence on Engineering/Cyber Physical Systems (CIES), Trondheim Norway, 1-9, 10.1109/CIES64955.2025.11007635, https://ieeexplore.ieee.org/document/11007635, 2025
9. Farzad Rezazadeh, Axel Dürrbaum, Amin Abrishambaf, Gregor Zimmermann, Andreas Kroll: Mechanical Properties of Ultra-High Performance Concrete (UHPC), DaKS - University of Kassel's research data repository, https://doi.org/10.48662/daks-56, https://daks.uni-kassel.de/handle/123456789/251, 2025
10. Farzad Rezazadeh, Amin Abrishambaf, Gregor Zimmermann, Andreas Kroll: Investigating Quality Inconsistencies in the Ultra-High Performance Concrete Manufacturing Process Using an Informed Non-Dominated Sorting Genetic Algorithm II, at - Automatisierungstechnik, 2025
11. Alexander Rehmer, Hoschang Noori, Andreas Kroll: Gated Units did not solve the vanishing/exploding gradient problem: Bifurcations in Recurrent Neural Networks and their effect on gradient-based optimization, IEEE Transactions on Neural Networks and Learning Systems, 2025
12. Alec Hilberg, Simon J. Altenburg, Andreas Kroll: Untersuchung und Kompensation desSize-of-Source Effektes der Thermografiezur Prozessüberwachung in dermetallischen additiven Fertigung, DGZfP-Berichtsband 184, DGZfP-Jahrestagung 2025, 10.58286/364MS, \urlhttps://www.ndt.net/?id=31287, 2025
13. Miguel Mendez, Sebastian Schramm, Robert Schmoll, Andreas Kroll: Integration and Evaluation of a High-Precision MotionCam-3D into a 3D Thermography System, Journal of Sensors and Sensor Systems (JSSS), 13, 1, 123 - 133, https://doi.org/10.5194/jsss-13-123-2024, https://jsss.copernicus.org/articles/13/123/2024/, 2024
14. Miguel Mendez, Jannik Ebert, Lars Sommerlade, Robert Schmoll, Andreas Kroll: The size of source effect for middle- and long-wavelength infrared cameras: Assessment by direct measurements and a modulation transfer function approach, Quantitative Infrared Thermography Journal, 2024
15. Kistner, Lars, Schmoll, Robert, Kroll, Andreas: An airborne measurement system to detect, locate and quantify methane emissions with attitude-based wind speed estimation, Journal of Sensors and Sensor Systems, 13, 2, 211-218, 10.5194/jsss-13-211-2024, https://jsss.copernicus.org/articles/13/211/2024/, 2024
16. Hoschang Noori, Robert Schmoll, Andreas Kroll: Homogeneity and angular distribution of the radiance of an integrating sphere and a parabolic reflector in middle- and long-wavelength infrared, Optical Modeling and Performance Predictions XIV, 13129, 131290A, SPIE, https://doi.org/10.1117/12.3028062, 2024
17. Guilherme da Fonseca Pereira, Goran Jelicic, Andreas Kroll: Spatio-temporal temperature models for growing 2D workpieces during DLD with emissivity compensation for thermal imaging, 2024 IEEE Conference on Control Technology and Applications (CCTA), 310-315, 10.1109/CCTA60707.2024.10666539, https://ieeexplore.ieee.org/document/10666539, 2024
18. Felix Wittich, Andreas Kroll: Datengetriebene Modellierung und Merkmalsselektion für die automatische Kalibrierung eines Sensorsystems für die mikromagnetische Materialcharakterisierung, Proceedings 34. Workshop Computational Intelligence: Berlin 21.-22. November 2024, 21, 21-26, https://publikationen.bibliothek.kit.edu/1000174544, 2024
19. Felix Wittich, Thomas Wegener, Alexander Liehr, Wolfgagn Zinn, Thomas Niendorf, Andreas Kroll: Data-driven prediction of the surface layer condition in hard-turning for controlling component quality, Production Engineering, 18, 381-392, 10.1007/s11740-023-01256-w, https://doi.org/10.1007/s11740-023-01256-w, 2024
20. Farzad Rezazadeh P, Amin Abrishambaf, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Investigating Reproducibility of Ultra-High Performance Concrete with Consistent Mechanical Properties: A Modeling Pipeline for Sparse Data in Complex Manufacturing, 34. Workshop Computational Intelligence, 143-148, KIT Scientific Publishing, 10.5445/KSP/1000174544, https://doi.org/10.5445/KSP/1000174544, 2024
21. Alexander Rehmer, Marco Klute, Hans-Peter Heim, Andreas Kroll: A Digital Twin for Part Quality Prediction and Control in Plastic Injection Molding, Modeling, Identification and Control for Cyber-Physical Systems Towards Industry 4.0, 79-109, Emerging Methodologies and Applications in Modelling, Identification and Control, Academic Press, 10.1016/B978-0-32-395207-1.00014-7, https://www.sciencedirect.com/science/article/abs/pii/B9780323952071000147, 2024
22. Zhe Shen, Robert Schmoll, Andreas Kroll: Measurement of Fluid Flow Velocity by Using Infrared and Visual Cameras: Comparison and Evaluation of Optical Flow Estimation Algorithms, IEEE Sensors 2023, 10.1109/SENSORS56945.2023.10324883, https://ieeexplore.ieee.org/document/10324883, 2023
23. Ralf Mikut, Andreas Kroll, Horst Schulte: Ausgewählte Beiträge aus dem GMA-Fachausschuss 5.14 "Computational Intelligence", at - Automatisierungstechnik, 71, 10, 817-819, https://doi.org/10.1515/auto-2021-0124, 2023
24. Miguel Mendez, Sebastian Schramm, Robert Schmoll, Andreas Kroll: Integration of a High-Precision 3D Sensor into a 3D Thermography System, Sensor and Measurement Science International Conference (SMSI) 2023, 10.5162/SMSI2023/E5.2, 2023
25. Miguel Mendez, Jannik Ebert, Lars Sommerlade, Robert Schmoll, Andreas Kroll: Comparative Assessment of the Size-of-Source Effect in Middle and Long-Wavelength Infrared Cameras, QIRT Asia 2023 - The 4th Quantitative Infrared Thermography Conference, 10.21611/qirt.2023.16, http://qirt.gel.ulaval.ca/archives/qirt2023/papers/QIRT-ASIA-2023paper16.pdf, 2023
26. Lars Kistner, Robert Schmoll, Andreas Kroll: An Airborne Measurement System to Detect, Locate and Quantify Methane Emissions, Sensor and Measurement Science International Conference (SMSI) 2023, 10.5162/SMSI2023/P67, 2023
27. Hanns Sommer, Andreas Kroll: Zum Einsatz von KI-Methoden zur Lösung von Problemen der Regelungstechnik, 33. Workshop Computational Intelligence, 61-80, KIT Scientific Publishing, 10.5445/KSP/1000162754, https://doi.org/10.5445/KSP/1000162754, 2023
28. Guilherme da Fonseca Pereira, Goran Jelicic, Andreas Kroll: Spatio-temporal LPV model of 2D workpiece temperature for Direct Laser Deposition, IFAC-PapersOnLine, 56, 2, 6606-6611, 22nd IFAC World Congress, 10.1016/j.ifacol.2023.10.359, https://www.sciencedirect.com/science/article/pii/S2405896323007267, 2023
29. Felix Wittich, Andreas Kroll: Data driven Structure Identification of Takagi Sugeno Fuzzy Models Using a Bounded Error Approach, Proceedings of the IEEE International Conference on Fuzzy Systems, 10.1109/FUZZ52849.2023.10309735, https://ieeexplore.ieee.org/document/10309735, 2023
30. Farzad Rezazadeh, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Holistic Modeling of Ultra-High Performance Concrete Production Process: Synergizing Mix Design Fresh Concrete Properties and Curing Conditions, 33. Workshop Computational Intelligence, 215-237, KIT Scientific Publishing, 10.5445/KSP/1000162754, https://doi.org/10.5445/KSP/1000162754, 2023
31. Farzad Rezazadeh, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Leveraging Ensemble Structures to Elucidate the Impact of Factors that Influence the Quality of Ultra–High Performance Concrete, 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 180-187, 10.1109/SSCI52147.2023.10371800, https://ieeexplore.ieee.org/document/10371800, 2023
32. Axel Dürrbaum, Farzad Rezazadeh, Andreas Kroll: Automatic Camera-based advanced Slump FlowTesting for Improved Reliability, IEEE Sensors 2023, 10.1109/SENSORS56945.2023.10325030, https://ieeexplore.ieee.org/document/10325030, 2023
33. Thomas Wegener, Alexander Liehr, Artjom Bolender, Sebastian Degener, Felix Wittich, Andreas Kroll, Thomas Niendorf: Calibration and validation of micromagnetic data for non-destructive analysis of near-surface properties after hard turning, HTM Journal of Heat Treatment and Materials, 77, 2, 156 - 172, https://doi.org/10.1515/htm-2021-0023, 2022
34. Schramm, Sebastian, Osterhold, Phil, Schmoll, Robert, Kroll, Andreas: Combining Modern 3D Reconstruction and Thermal Imaging: Generation of Large-Scale 3D Thermograms in Real-Time, Quantitative InfraRed Thermography Journal, 19, 5, 295-311, 10.1080/17686733.2021.1991746, 2022
35. Schramm, Sebastian, Ebert, Jannik, Schmoll, Robert, Kroll, Andreas: Compensating the Size-of-Source Effect: Relationship between the MTF and a Data-Driven Convolution Filter Approach, 16th Quantitative InfraRed Thermography Conference (QIRT), 10.21611/qirt.2022.1001, http://qirt.org/archives/qirt2022/papers/1001.pdf, 2022
36. Schmoll, Robert, Schramm, Sebastian, Breitenstein, Tom, Kroll, Andreas: Method and Experimental Investigation of Surface Heat Dissipation Measurement using 3D Thermography, Journal of Sensors and Sensor Systems (JSSS), 11, 41-49, 10.5194/jsss-11-41-2022, https://jsss.copernicus.org/articles/11/41/2022/, 2022
37. Matthias Himmelsbach, Andreas Kroll: On optimal test signal design and parameter identification schemes for dynamic Takagi-Sugeno fuzzy models using the Fisher information matrix, International Journal of Fuzzy Systems, 24, 2, 1012-1024, 10.1007/s40815-021-01185-9, 2022
38. Matthias Himmelsbach, Andreas Kroll: Zum strukturvorwissensbasierten Testsignalentwurf mittels Vorsteuerung für die Identifikation von Takagi-Sugeno-Modellen, at - Automatisierungstechnik, 70, 2, 119-133, 10.1515/auto-2021-0043, 2022
39. Felix Wittich, Andreas Kroll: Approximation of the Feasible Parameter Set in Bounded-Error Parameter Estimation of Takagi-Sugeno Fuzzy Models for Large Problems by Using a Ray Shooting Method, Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2022), 10.1109/FUZZ-IEEE55066.2022.9882729, https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882729, 2022
40. Farzad Rezazadeh, Andreas Kroll: Predicting the compressive strength of concrete up to 28 days-ahead: Comparison of machine learning algorithms on benchmark datasets, 32. Workshop Computational Intelligence, 53-75, KIT Scientific Publishing, 10.5445/KSP/1000151141, https://doi.org/10.5445/KSP/1000151141, 2022
41. Engelhardt, Anna, Kahl, Matthias, Richter Julia, Krooß, Philipp, Kroll, Andreas, Niendorf Thomas: Investigation of processing windows in additive manufacturing of AlSi10Mg for faster production utilizing data-driven modeling, DaKS - University of Kassel's research data repository, http://dx.doi.org/10.48662/daks-12, https://daks.uni-kassel.de/handle/123456789/46, 2022
42. Engelhardt, A., Kahl, M., Richter, J., Krooß, P., Kroll, A., Niendorf T.: Investigation of processing windows in additive manufacturing of AlSi10Mg for faster production utilizing data-driven modelling, Additive Manufacturing, 55, Elsevier, https://doi.org/10.1016/j.addma.2022.102858, https://www.sciencedirect.com/science/article/pii/S2214860422002573, 2022
43. Alexander Rehmer, Marco Klute, Andreas Kroll, Hans-Peter Heim: An internal dynamics approach to predicting batch-end product quality in plastic injection molding using Recurrent Neural Networks, IFAC-PapersOnLine, 6th IEEE Conference on Control Technology and Applications (CCTA), 53, 1427-1432, Elsevier, 2022
44. Alexander Rehmer, Andreas Kroll: On affine quasi-LPV System Identification with unknown state-scheduling using (deep) Recurrent Neural Networks, IFAC-PapersOnLine, Proceedings of the 26th International Conference on System Theory Control and Computing (ICSTCC), 446-451, 2022
45. Alexander Rehmer, Andreas Kroll: Eine Python-Toolbox zur datengetriebenen Modellierung des Spritzgieprozsses und Lösung von Optimalsteuerungsproblemen zur Steuerung der Bauteilqualität, 32. Workshop Computational Intelligence, 133-150, KIT Scientific Publishing, https://library.oapen.org/handle/20.500.12657/59840?show=full, 2022
46. Alexander Rehmer, Andreas Kroll: A Deep Recurrent Neural Network model for affine quasi-LPV System identification, Preprints of the 20th European Control Conference (ECC), 566-571, 2022
47. Alexander Rehmer, Andreas Kroll: The effect of the forget gate on bifurcation boundaries and dynamics in Recurrent Neural Networks and its implications for gradient-based optimization, Preprints of the International Joint Conference on Neural Networks (IJCNN 2022), 1-8, 2022
48. Sören Dierks, Andreas Kroll: Remote quantification of methane leaks in the laboratory and in biogas plants, International Journal of Remote Sensing, 42, 20, 7978–-8003, https://doi.org/10.1080/01431161.2021.1959956, 2021
49. Sebastian Schramm, S. Altenburg, R. Krankenhagen, C. Maierhofer, E. Marquardt, W. Mühlberger, F. Nagel, E. Neumann, P. Rohwetter, F. Rutz, N. Scheuschner, C. Schwake, F. Schwaneberg, R. D. Taubert, M. Ziegler: Thermografie und Strahlungsthermometrie - Stand und Trends, GMA Fachausschuss 8.16: Temperaturmessung mit Wärmebildkameras, https://www.vdi.de/ueber-uns/presse/publikationen/details/thermografie-und-strahlungsthermometrie-stand-und-trends, 2021
50. Sebastian Schramm, Jannik Ebert, Johannes Rangel, Robert Schmoll, Andreas Kroll: Iterative feature detection of a coded checkerboard target for the geometric calibration of infrared cameras, Journal of Sensors and Sensor Systems (JSSS), 10, 207-218, 10.5194/jsss-10-207-2021, https://jsss.copernicus.org/articles/10/207/2021/, 2021
51. Schramm, Sebastian, Rangel, Johannes, Aguirre Salazar, Daniela, Schmoll, Robert, Kroll, Andreas: Target Analysis for the Multispectral Geometric Calibration of Cameras in Visual and Infrared Spectral Range, IEEE Sensors Journal, 21, 2, 2159-2168, 10.1109/JSEN.2020.3019959, https://ieeexplore.ieee.org/document/9178752, 2021
52. Schmoll, Robert, Schramm, Sebastian, Breitenstein, Tom, Kroll, Andreas: 3D Thermography for the Measurement of Surface Heat Dissipation, Sensor and Measurement Science International Conference (SMSI) 2021, 187-188, 10.5162/SMSI2021/C2.4, https://www.ama-science.org/proceedings/details/4005, 2021
53. Ralf Mikut, Andreas Kroll, Horst Schulte: Ausgewählte Beiträge aus dem GMA-Fachausschuss 5.14 "Computational Intelligence", at - Automatisierungstechnik, 69, 10, 817-819, https://doi.org/10.1515/auto-2021-0124, 2021
54. Marquardt, Erik, Nagel, Frank, Schwake, Christian, Schramm, Sebastian, Schwaneberg, Falko: Leckageortung mittels Thermografiekameras, Technische Sicherheit, November, 09-10, 32-33, 10.37544/2191-0073-2021-09-10-32, https://elibrary.vdi-verlag.de/10.37544/2191-0073-2021-09-10-32/leckageortung-mittels-thermografiekameras-jahrgang-11-2021-heft-09-10, 2021
55. Lars Kistner, Andreas Kroll: Systemidentifikation und Simulation nichtlinearer dynamischer Systeme mit Gaußschen Prozessmodellen mit näherungsweiser Rückführung normalverteilter Ausgangsgrößen, 31. Workshop Computational Intelligence, 79-90, KIT Scientific Publishing, 10.5445/KSP/1000138532, https://doi.org/10.5445/KSP/1000138532, 2021
56. Kahl, Matthias, Schramm, Sebastian, Neumann, Max, Kroll, Andreas: Identification of a Spatio-Temporal Temperature Model for Laser Metal Deposition, Metals, November, 12, Multidisciplinary Digital Publishing Institute, 10.3390/met11122050, https://www.mdpi.com/2075-4701/11/12/2050, 2021
57. Johannes Rangel, Juan Duenas, Robert Schmoll, Andreas Kroll: On Evaluating deep-learning-based Optical Flow Methods for Gas Velocity Estimation with Optical Gas Imaging Cameras, Conference on Automated Visual Inspection and Machine Vision IV, 10.1117/12.2591903, https://spie.org/EOM/conferencedetails/automated-visual-inspection, 2021
58. J. Rangel, R. Schmoll, A. Kroll: Catadioptric Stereo Optical Gas Imaging System for Scene Flow Computation of Gas Structures, IEEE Sensors Journal, 21, 5, 6811 - 6820, https://doi.org/10.1109/JSEN.2020.3042116, https://ieeexplore.ieee.org/document/9277592, 2021
59. Felix Wittich, Andreas Kroll: Approximation der zulässigen Parametermenge bei der Bounded-Error-Schätzung durch ein Ray-Shooting-Verfahren, 31. Workshop Computational Intelligence, 79-90, KIT Scientific Publishing, https://doi.org/10.5445/KSP/1000138532, 2021
60. Felix Wittich, Andreas Kroll: Evaluation of methods for feasible parameter set estimation of Takagi-Sugeno models for nonlinear regression with bounded errors, at - Automatisierungstechnik, 69, 10, 836-847, https://www.degruyter.com/document/doi/10.1515/auto-2020-0157/html, 2021
61. Christopher Schott, Felix Wittich, Andreas Kroll, Thomas Niendorf: Prediction of near surface residual stress states for hard turned specimens using data driven nonlinear models, Procedia CIRP, 101, 1-4, 10.1016/j.procir.2020.10.002, https://www.sciencedirect.com/science/article/pii/S2212827121006429, 2021
62. Axel Dürrbaum, Matthias Kahl, Matthias Himmelsbach, Andreas Kroll: Toolbox zur Identifikation von Takagi-Sugeno-Fuzzy-Modellen, at - Automatisierungstechnik, 69, Oktober, 915-916, https://doi.org/10.1515/auto-2021-0079, 2021
63. Andreas Kroll, Jana Fischer: Zur approximativen Maximum-Likelihood-Schätzung dynamischer Multi-Modelle vom Typ Takagi-Sugeno: Methodik und Anwendung auf einen Servo-Pneumatikantrieb, at - Automatisierungstechnik, 69, 10, 858-869, https://doi.org/10.1515/auto-2020-0142, 2021
64. Sören Dierks, Andreas Kroll: Evaluierung von Verfahren zur optischen Bestimmung von Gasgeschwindigkeiten, TM - Technisches Messen, 87, 1, 66-77, 10.1515/teme-2019-0078, https://www.degruyter.com/view/j/teme.ahead-of-print/teme-2019-0078/teme-2019-0078.xml, 2020
65. Schramm, Sebastian, Osterhold, Phil, Schmoll, Robert, Kroll, Andreas: Generation of Large-Scale 3D Thermograms in Real-Time Using Depth and Infrared Cameras, 15th Quantitative InfraRed Thermography Conference (QIRT), 10.21611/qirt.2020.008, https://qirt.org/archives/qirt2020/papers/008.pdf, 2020
66. Matthias Kahl, Andreas Kroll: Extending Regularized Least Squares Support Vector Machines for Order Selection of Dynamical Takagi-Sugeno Models, IFAC-PapersOnLine, 21th IFAC World Congress, 53, 2, 1182-1187, Elsevier, 2020
67. Matthias Himmelsbach, Andreas Kroll: Toolbox zum Testsignalentwurf für Standardtestsignale für die Identifikation von Eingrößensystemen: Prozessmodellfreie und -basierte Methoden, 30. Workshop Computational Intelligence, KIT Scientific Publishing, 10.5445/KSP/1000124139, 2020
68. Matthias Gringard, Andreas Kroll: On considering the output in space-filling test signal designs for the identification of dynamic Takagi-Sugeno models, 21st IFAC World Congress, 53, 2, 1200-1205, Elsevier, https://www.ifac2020.org/, 2020
69. J. Rangel, R. Schmoll, A. Kroll: On Scene Flow Computation of Gas Structures with Optical Gas Imaging Cameras, IEEE Winter Conference on Applications of Computer Vision (WACV 2020), 174-182, 10.1109/WACV45572.2020.9093630, https://ieeexplore.ieee.org/document/9093630, 2020
70. Felix Wittich, Lars Kistner, Andreas Kroll, Christopher Schott, Thomas Niendorf: On data-driven nonlinear uncertainty modeling: Methods and application for control-oriented surface condition prediction in hard turning, tm - Technisches Messen, 87, 732-741, 10.1515/teme-2020-0057, https://doi.org/10.1515/teme-2020-0057, 2020
71. Elmar Moritzer, Matthias Hopp, Marius Wittke, Jochen Deuse, Ralph Richter, Jacqueline Schmitt, Lukas Schulte, Andreas Kroll, Alexander Schrodt: Einsatz von maschinellem Lernen für die Rezyklat-Verarbeitung, WAK - Jahresmagazin Ingenieurwissenschaften, 70 - 73, https://institut-wv.de/jahresmagazin-ingenieurwissenschaften-im-fokus-kunststofftechnik/, 2020
72. David Arengas, Andreas Kroll: Data Selection for System Identification (DS4SID) from Logged Process Records of Continuously Operated Plants, at - Automatisierungstechnik, 68, 5, 347-359, 10.1515/auto-2019-0055, https://www.degruyter.com/view/journals/auto/68/5/article-p347.xml, 2020
73. Alexander Rehmer, Andreas Kroll: On the vanishing and exploding gradient problem in Gated Recurrent Units, IFAC-PapersOnLine, 21th IFAC World Congress, 53, 2, 1243-1248, Elsevier, 2020
74. Sebastian Schramm, Robert Schmoll, Andreas Kroll: Compensation of the Size-of-Source Effect of Infrared Cameras Using Image Processing Methods, 13th International Conference on Sensing Technology (ICST), 10.1109/ICST46873.2019.9047669, https://ieeexplore.ieee.org/document/9047669, 2019
75. R. Mikut, A. Kroll, F. Hoffmann: Ausgewählte Beiträge aus dem GMA-Fachausschuss 5.14 "Computational Intelligence", at - Automatisierungstechnik, 67, 10, 817-819, 10.5445/KSP/1000098736, 2019
76. Matthias Gringard, Andreas Kroll: Zur Homogenisierung von Testsignalen für die nichtlineare Systemidentifikation, at - Automatisierungstechnik, 67, 10, 820-832, 2019
77. Felix Wittich, Matthias Kahl, Andreas Kroll, Wolfgang Zinn, Thomas Niendorf: On Nonlinear Empirical Modeling of Residual Stress Profiles in Hard Turning, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), 3235 - 3240, 10.1109/SMC.2019.8914272, https://doi.org/10.1109/SMC.2019.8914272, 2019
78. Felix Wittich, Matthias Kahl, Andreas Kroll: Zur Schätzung zulässiger Parametermengen nichtlinearer Takagi-Sugeno-Multi-Modelle mit garantierten Fehlerschranken, 29. Workshop Computational Intelligence, 247-254, KIT Scientific Publishing, 10.5445/KSP/1000098736, 2019
79. David Arengas, Andreas Kroll: A Data Selection Method for large Databases for System Identification of MISO Models Based on Recursive Instrumental Variables, Proceedings of the 2019 European Control Conference (ECC), 357-362, 10.23919/ECC.2019.8796086, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=87960862019, 2019
80. Andreas Kroll, Axel Dürrbaum: Zukunftswerkstatt "Smart Factory", MoWiN.net Jahrerücklick 2018, 50, https://www.mowin.net/fileadmin/mowin/dokumente/Jahresrueckblick/2018/WEBVERSIONJahresrueckblick2018.pdf, 2019
81. Alexander Rehmer, Andreas Kroll: On Using Gated Recurrent Units for Nonlinear System Identification, Preprints of the 18th European Control Conference (ECC), 2504-2509, https://www.ifac-control.org/events/european-control-conference-in-cooperation-with-ifac-ecc-2019, 2019
82. Sören Dierks, Andreas Kroll: Experimental Characterization of a Tuneable Diode Laser Absorption Spectroscopy Based Sensor, IEEE Sensors Applications Symposium (SAS), 2018
83. Sören Dierks, Andreas Kroll: Kommunikation und Bildverarbeitung in der Automation, 188 - 203, Springer Berlin Heidelberg, 10.1007/978-3-662-55232-215, https://doi.org/10.1007/978-3-662-55232-215, 2018
84. Sebastian Schramm, Johannes Rangel, Andreas Kroll: Data Fusion for 3D Thermal Imaging Using Depth and Stereo Camera for Robust Self-localization, IEEE Sensors Applications Symposium (SAS), https://doi.org/10.1109/SAS.2018.8336740, https://ieeexplore.ieee.org/document/8336740/, 2018
85. Matthias Gringard, Andreas Kroll: Optimal Experiment Design for Identifying Dynamical Takagi-Sugeno Models with Minimal Parameter Uncertainty, 18th IFAC Symposium on System Identification, https://www.ifac-control.org/events/system-identification-18th-sysid-2018, 2018
86. Matthias Gringard, Andreas Kroll: Zum optimalen Offline-Testsignalentwurf für die Identifikation dynamischer TS-Modelle: Steuerfunktionen zur optimalen Schätzung der Partitionsparameter, 28. Workshop Computational Intelligence, 39 - 60, KIT Scientific Publishing, 10.5445/KSP/1000085935, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2018
87. Lars Kistner, Axel Dürrbaum, Andreas Kroll: Ein autonomes, mobiles Multi-Roboter-System für Intralogistik in der Produktion, Automation 2018, VDI Wissensforum GmbH, Online, https://www.vdi-nachrichten.com/wp-content/uploads/2019/09/11004InhaltWebAutomation2330.pdf, 2018
88. Kahl, Matthias, Kroll, Andreas: Structure Identification of Dynamical Takagi-Sugeno Fuzzy Models by Using LPV Techniques, Archives of Data Science, Series A (Online First), 5, 1, A19, 17 S. online, 10.5445/KSP/1000087327/19, 2018
89. Johannes Rangel, Andreas Kroll: Characterization and Calibration of a Stereo Gas Camera System for Obtaining Spatial Information of Gas Structures, IEEE Sensors Applications Symposium (SAS), 2018
90. Johannes Rangel, Andreas Kroll: On Obtaining Reliable Spatial Information from Gas Structures with a Stereo Camera System, International Conference on Sensing Technology (ICST), 2018
91. Hassan Al Mawla, Andreas Kroll: Multivariate statistical approaches for an early detection of foaming in a refinery SCOT unit, at - Automatisierungstechnik, 66, 8, 665 - 679, https://doi.org/10.1515/auto-2018-0048, https://www.degruyter.com/view/j/auto.2018.66.issue-8/auto-2018-0048/auto-2018-0048.xml, 2018
92. Felix Wittich, Matthias Gringard, Matthias Kahl, Andreas Kroll, Thomas Niendorf, Wolfgang Zinn: Datengetriebene Modellierung zur Prädiktion des Eigenspannungstiefenverlaufs beim Hartdrehen, 28. Workshop Computational Intelligence, 61 - 81, KIT Scientific Publishing, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2018
93. David Arengas, Andreas Kroll: Removal of Insufficiently Informative Data to Support System Identification in MISO Processes, Proceedings of the 17th European Control Conference (ECC), 2842-2847, 2018
94. Sören Dierks, Andreas Kroll: Quantification of Methane Gas Leakages using Remote Sensing and Sensor Data Fusion, IEEE Sensors Applications Symposium (SAS), 10.1109/SAS.2017.7894047, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7894047, 2017
95. Salman Zaidi, Andreas Kroll: NOE TS Fuzzy Modelling of Nonlinear Dynamic Systems with Uncertainties using Symbolic Interval-valued data, Applied Soft Computing, 57, 353-362, https://dx.doi.org/10.1016/j.asoc.2017.04.004, https://www.sciencedirect.com/science/article/pii/S1568494617301758, 2017
96. S. Heinze, M. Graube, L. Schegner, D. Arnu, R. Klinkenberg, A. Schmidt, M. Atzmüller, B. Klöpper, M. Dix, M. Hollender, M. Chioua, H, Al Mawla, A. Rehmer, A. Kroll, G. Stumme, L. Urbas: Big Data in der Prozessindustrie: Frühzeitige Erkennung und Entscheidungsunterstützung, Automation 2017, VDI, online, https://www.automatisierungskongress.de/, 2017
97. Ordonez Müller, Antonio, Kroll, A.: Generating High Fidelity 3D Thermograms with a Handheld Real-time Thermal Imaging System, IEEE Sensors Journal, 17, 3, 774-783, 10.1109/JSEN.2016.2621166, https://ieeexplore.ieee.org/document/7676356/, 2017
98. Matthias Kahl, Andreas Kroll, Robert Kästner, Manfried Sofsky: On the selection of appropriate data from routine vehicle operation for system identification of a diesel engine gas system, Automotive Data Analytics, Methods, DoE - Proceedings of the International Calibration Conference, 283-299, 2017
99. Johannes Rangel, Andreas Kroll: Characterization and Evaluation of Spatial Jitter's Influence on the Intrinsic Geometric Calibration of an Infrared Camera for Gas Visualization, IEEE Sensors Applications Symposium (SAS), 2017
100. F. Hoffmann, A. Kroll, R. Mikut: Ausgewählte Beiträge aus dem GMA-Fachausschuss 5.14 "Computational Intelligence", at - Automatisierungstechnik, 65, 3, 153-155, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, KIT Scientific Computing, 10.1515./auto-2017-17, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2017
101. David Arengas, Andreas Kroll: A Search Method for Selecting Informative Data in Predominantly Stationary Historical Records for Multivariable Systems, Proceedings of the 21st International Conference on System Theory Control and Computing ICSTCC 2017, 100 - 105, https://ieeexplore.ieee.org/document/8107018/, 2017
102. David Arengas, Andreas Kroll: Searching for Informative Intervals in Predominantly Stationary Data Records to Support System Identification, Proceedings of the 26th International Conference on Information, Communication and Automation Technologies ICAT 2017, 132 - 137, https://ieeexplore.ieee.org/document/8171617/, 2017
103. Andreas Kroll, Axel Dürrbaum, David Arengas, Hassan Al Mawla, Lars Kistner, Alexander Rehmer: µPlant: Eine automatisierungstechnisch-orientierte Modellfabrik für vernetzte heterogene Systeme, atp edition, 59, 9, 40-53, https://atpinfo.de/produkt/plant-modellfabrik-fuer-vernetzte-heterogene-anlagen/, 2017
104. Andreas Kroll, Axel Dürrbaum: On optimal experiment design for identifying premise and conclusion parameters of Takagi-Sugeno models: nonlinear regression case, Applied Soft Computing, 60, 407 - 422, 10.1016/j.asoc.2017.07.015, https://reader.elsevier.com/reader/sd/pii/S1568494617304246, 2017
105. Andreas Kroll: Einzigartige Modellfabrik im Fachbereich Maschinenbau, MoWiN.net Jahrerücklick 2016, 63, https://www.mowin.net/fileadmin/mowin/dokumente/Jahresrueckblick/2016/Jahresrueckblick2016web.pdf, 2017
106. Alexander Schrodt, Andreas Kroll: On Iterative Closed-Loop Identification Using Affine Takagi-Sugeno Models and Controllers, International Journal of Fuzzy Systems, 19, 6, 1978-1988, 10.1007/s40815-016-0290-x, https://link.springer.com/article/10.1007/s40815-016-0290-x, 2017
107. Alexander Rehmer, Andreas Kroll: An extension to RPCA parameter selection and process monitoring, Proceedings of the 20th IFAC World Congress, 15329-15334, 2017
108. Thomas Guenther, Andreas Kroll: Automated Detection of Compressed Air Leaks Using a Scanning Ultrasonic Sensor System, IEEE Sensors Applications Symposium (SAS), 116 - 121, 10.1109/SAS.2016.7479830, 2016
109. Thomas Guenther, Andreas Kroll: Localization of compressed air leaks in industrial environments using service robots with ultrasonic microphones, 32nd European Conference on Acoustic Emission Testing, 173 - 182, VUTIUM Brno, https://www.ndt.net/article/ewgae2016/papers/173paper.pdf, 2016
110. Sören Dierks, Stefanie Retz, Dominik Klaus, Carsten Supply, Oliver Hensel, Andreas Kroll: Schwachstellenanalyse und fernmesstechnische Ermittlung von Methanemission aus Biogasanlagen, gwf - Gas + Energie, 157, 9, 690-695, https://www.di-verlag.de/de/GWF-Gas-Energie, 2016
111. Sören Dierks, Andreas Kroll: Schätzung von Gasgeschwindigkeiten aus Differenzbildserien einer Infrarotkamera zur Gasvisualisierung, Jahreskolloquium Bildverarbeitung in der Automation 2016, https://www.hs-owl.de/init/bvau2016/index.php/home, 2016
112. Salman Zaidi, Andreas Kroll: On Interval-valued-data Type-1 Takagi-Sugeno fuzzy systems for uncertain nonlinear dynamic system identification, at - Automatisierungstechnik, 64, 6, 418 - 427, https://www.degruyter.com/view/j/auto, 2016
113. Matthias Gringard, Andreas Kroll: On the parametrization of APRBS and multisine test signals for the identification of nonlinear dynamic TS-models, IEEE Symposium Series of Computational Intelligence 2016, 39 - 60, https://ssci2016.cs.surrey.ac.uk/IEEE%202016.htm, 2016
114. Matthias Gringard, Andreas Kroll: On the systematic parametrization of APRBS and multisine test signals for nonlinear system identification, 26. Workshop Computational Intelligence, 119-138, KIT Scientific Publishing, 10.5445/KSP/1000060007, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss, 2016
115. Chun Liu, Andreas Kroll: Performance impact of mutation operators of a subpopulation-based genetic algorithm for multi-robot task allocation problems, SpringerPlus Engineering, 15, 1, 10.1186/s40064-016-3027-2, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4990531/, 2016
116. Benjamin Jäschke, Andreas Kroll: Ein Nächste-Nachbarn-Ansatz zur Anomaliedetektion bei Massendaten aus kontinuierlich betriebenen Chemieanlagen, 26. Workshop Computational Intelligence, 26, 245-260, KIT Scientific Publishing, 10.5445/KSP/1000060007, 2016
117. Axel Dürrbaum, Andreas Kroll: On robust experiment design for identifying locally affine Takagi-Sugeno models, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 10.1109/SMC.2016.7844506, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7844506, 2016
118. Atzmueller, Martin, Kloepper, Benjamin, Al Mawla Hassan, Jäschke, Benjamin, Hollender Martin, Graube, Markus, Arnu, David, Schmidt Andreas, Heinze, Sebastian, Schorer, Lukas, Kroll Andreas, Stumme, Gerd, Urbas Leon: Big data analytics for proactive industrial decision support: Approaches \& first experiences in the FEE Project, atp edition, 58, 9, 62-74, https://atpinfo.de/produkt/big-data-analytics-for-proactive-industrial-decision-support/, 2016
119. Andreas Kroll: Zum optimalen Testsignalentwurf für die Partitionierung und Teilmodellparametrierung dynamischer Takagi-Sugeno-Modelle: Problemstellung und Lösungsansätze, 26. Workshop Computational Intelligence, 97-118, KIT Scientific Publishing, 10.5445/KSP/1000060007, 2016
120. Andreas Kroll: Computational Intelligence - Probleme, Methoden und technische Anwendungen, deGruyter/Oldenbourg Verlag, https://www.degruyter.com/view/product/447589, 2016
121. Andreas Geiger, Andreas Kroll: Erweiterung komplexer Netzwerke zur dynamischen Modellierung und Analyse von großen, verkoppelten Systemen, at - Automatisierungstechnik, 64, 2, 110 - 120, 10.1515/auto-2015-0086, 2016
122. Alexander Schrodt, Andreas Kroll: Zur regelungsorientierten Identifikation und driftkompensierenden Takagi-Sugeno-Fuzzy-Regelung, at - Automatisierungstechnik, 64, 4, 270 - 281, https://www.degruyter.com/view/j/auto, 2016
123. A. Kroll, A. Dürrbaum, D. Arengas, B. Jäschke, H. Al Mawla, A. Geiger: µPlant: Model factory for the automatization of networked, heterogeneous and flexibly changeable multi-product plants, Automation 2016, VDI-Berichte 2284, VDI, online, https://www.automatisierungskongress.de/, 2016
124. Salman Zaidi, Andreas Kroll: A Novel Approach to TS Fuzzy Modeling of Nonlinear Dynamic Systems with Uncertainties using Symbolic Interval-Valued Outputs, Proceedings of the 17th IFAC Symposium on System Identification (SysID), 1196 - 1201, doi:10.1016/j.ifacol.2015.12.294, 2015
125. Rangel Gonzalez, Johannes, Garzon, Julian, Sofrony, Jorge, Kroll Andreas: Gas Leak Inspection Task Based on Thermal-Visual-Depth Images and a Depth-enhanced Gas Detection Strategy, Revista de Ingeniería Universidad de los Andes, 42, 8-15, https://ojsrevistaing.uniandes.edu.co/ojs/index.php/revista/article/view/40, 2015
126. Ordonez Müller, Antonio, Kroll, Andreas: On the Temperature Assignment Problem and the Use of Confidence Textures in the Creation of 3D Thermograms, 9th International Conference on Sensing Technology (ICST 2015), 235-240, 10.1109/ICSensT.2015.7438397, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7438397, 2015
127. Matthias Kahl, Andreas Kroll, Robert Kästner, Manfried Sofsky: Application of model selection methods for the identification of a dynamic boost pressure model, Proceedings of the 17th IFAC Symposium on System Identification (SysID), 829-834, doi:10.1016/j.ifacol.2015.12.232, 2015
128. Matthias Gringard, Andreas Kroll: Zur Homogenisierung von Breitbandtestsignalen für die nichtlineare Systemidentifikation am Beispiel eines nichtlinearen Stellantriebs, 25. Workshop Computational Intelligence, 145 - 162, KIT Scientific Publishing, 0.5445/KSP/100004962, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2015
129. Hegenberg, J., Herrmann, R., Ziegner, D., Schmidt, L., Guenther, T., Müller, A. O., Kroll, A., Barz, T., Schulz D.: Forschungsprojekt RobotAir: Praxistaugliches Boden-Luft-Servicerobotersystem für die Inspektion industrieller Druckluftversorgung und die Verbesserung der Arbeitsumgebungsfaktoren, Technische Sicherheit, 5, 5, 16-22, 2015
130. Chun Liu, Andreas Kroll: Memetic algorithms for optimal task allocation in multi-robot systems for inspection problems with cooperative tasks, Soft Computing, 19, 3, 567-584, 10.1007/s00500-014-1274-0, https://link.springer.com/article/10.1007/s00500-014-1274-0, 2015
131. Andreas Kroll, Axel Dürrbaum: On joint optimal experiment design for identifying partition and local model parameters of Takagi-Sugeno models, Proceedings of the 17th IFAC Symposium on System Identification (SysID), 1427 - 1432, doi:10.1016/j.ifacol.2015.12.333, 2015
132. Alexander Schrodt, Andreas Kroll: Using an Iterative and Affine Closed-Loop Identification and Controller Design Scheme for Takagi-Sugeno Models, Proceedings of the 17th IFAC Symposium on System Identification (SysID), 362 - 367, doi:10.1016/j.ifacol.2015.12.154, 2015
133. Alexander Schrodt, Andreas Kroll: Drift Term Compensating Control for Off-Equilibrium Operation of Nonlinear Systems with Takagi-Sugeno Fuzzy Models, Proceedings of the 14th European Control Conference (ECC), 392 - 397, 10.1109/ECC.2015.7330575, 2015
134. Samuel Soldan, Denis Ouellet, Peyman Hedayati, Hakim Bendada, Denis Laurendeau, Andreas Kroll: Mapping Non-Destructive Testing Data on the 3D Geometry of Objects with Complex Shapes, 12th International Conference for Quantitative InfraRed Thermography (QIRT 2014), https://qirt2014.scientific-event.com/, 2014
135. Samuel Soldan, Andreas Kroll: Übersicht zu Sensordatenfusionsansätzen in der Thermografie, tm - Technisches Messen, 81, 10, 474-484, 10.1515/teme-2014-1044, https://www.degruyter.com/view/j/teme, 2014
136. Salman Zaidi, Andreas Kroll: On Identifying Envelop Type Nonlinear Output Error Takagi-Sugeno Fuzzy Models for Dynamic Systems with Uncertainties, 19th IFAC World Congress, 3226-3231, doi:10.3182/20140824-6-ZA-1003.01443, 2014
137. Salman Zaidi, Andreas Kroll: Electro-Mechanical Throttle as a Benchmark Problem for Nonlinear System Identification with Friction, 24. Workshop Computational Intelligence, 173-186, KIT Scientific Publishing, 10.5445/KSP/1000043427, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2014
138. Rangel González, Johannes Havid, Soldan, Samuel, Kroll, Andreas: 3D Thermal Imaging: Fusion of Thermography and Depth Cameras, 12th International Conference for Quantitative InfraRed Thermography (QIRT 2014), https://qirt2014.scientific-event.com/, 2014
139. Ordonez Müller, Antonio, Kroll, A.: On the use of Cooperative Autonomous Mobile Robots and Optical Remote Sensing in Inspection Robotics, Automation 2014, https://www.automatisierungskongress.de/, 2014
140. Moritz Wagner, Andreas Kroll: A method to identify hybrid systems with mixed piecewise affine or nonlinear models of Takagi-Sugeno type, 13th European Control Conference (ECC 14), 394 - 399, https://www.ecc14.eu/, 2014
141. Matthias Kahl, Andreas Kroll, Robert Kästner, Manfried Sofsky: Zur automatisierten Auswahl signifikanter Regressoren für die Identifikation eines dynamischen Ladedruckmodells, 24. Workshop Computational Intelligence, 33-53, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, KIT Scientific Publishing, 10.5445/KSP/1000043427, 2014
142. Kroll, Andreas, Sommer, Hanns-Jakob: Coordination of Distributed Control Systems, International Journal of Computing Anticipatory Systems, 30, 161-179, CHAOS, 2014
143. Frank Hoffmann, Eyke Hüllermeier, Andreas Kroll: Ausgewählte Beiträge des GMA-Fachausschusses 5.14 "Computational Intelligence" (Editorial), at - Automatisierungstechnik, 62, 10, 685-686, 10.1515/auto-2014-1137, https://www.oldenbourg-link.com/toc/auto/, 2014
144. Andreas Kroll, Horst Schulte: Benchmark problems for nonlinear system identification and control using Soft Computing methods: need and overview, Applied Soft Computing, 25, 496-513, 10.1016/j.asoc.2014.08.034, https://www.sciencedirect.com/science/article/pii/S1568494614003998, 2014
145. Andreas Geiger, Andreas Kroll: Komplexe Netzwerke zur Modellierung und Analyse von Anlagen: Qualitative Detektion des Inverse-Response-Verhaltens von Systemen höherer Ordnung, EKA 2014 Entwurf komplexer Automatisierungssysteme, 2014
146. Abdelkarim Habib, Gero Bonow, Andreas Kroll, Jens Hegenberg, Ludger Schmidt, Thomas Barz, Dirk Schulz: RoboGasInspector Research Project: Detecting Gas Leaks With Autonomous Mobile Robots, Ex-MAGAZINE 2014, 40, 91-97, https://www.r-stahl.com/fileadmin/Dateien/ex-zeitschrift/2014/en/ExMagazine2014web.pdf, 2014
147. Zhenxing Ren, Andreas Kroll, Manfried Sofsky, Friedhelm Laubenstein: Zur physikalischen und datengetriebenen Modellbildung von Systemen mit Reibung: Methoden und Anwendung auf Kfz-Drosselklappen, at - Automatisierungstechnik, 61, 3, 155 - 171, 10.1524/auto.2013.0023, 2013
148. Samuel Soldan, Andreas Kroll: Towards Automated Gas Leak Detection Using IR Gas Imaging Cameras, AITA 2013 - Advanced Infrared Technology and Applications, 195-199, https://ronchi.isti.cnr.it/AITA2013, 2013
149. Salman Zaidi, Andreas Kroll: On identifying nonlinear envelop type dynamical T-S fuzzy models for systems with uncertainties: method and application to electro-mechanical throttle, 23. Workshop Computational Intelligence, 129-143, KIT Scientific Publishing, 10.5445/KSP/1000036887, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2013
150. Ordonez Müller, Antonio, Kroll, A.: Effects of beam divergence in hand-held TDLAS sensors on long distance gas concentration measurements, International Workshop on Advanced Infrared Technology and Applications - AITA 2013, 12, 9-13, https://ronchi.isti.cnr.it/AITA2013, 2013
151. Ordonez Müller, Antonio, Kroll, A.: On Range Extension of Tunable Diode Laser Absorption Spectroscopy (TDLAS) Based Devices in Remote Gas Sensing Applications, International Symposium on Olfaction and Electronic Nose - ISOEN 2013, https://www.olfactionsociety.org/event/isoen-2013, 2013
152. Habib, Abdelkarim, Bonow, Gero, Kroll, Andreas, Hegenberg, Jens, Schmidt, Ludger, Barz, Thomas, Schulz Dirk: Forschungsprojekt RoboGasInspector: Gaslecksuche mit autonomen mobilen Robotern, Technische Sicherheit, 3, 5, 10-15, 2013
153. Gero Bonow, Andreas Kroll: Gas leak localization in industrial environments using a TDLAS-based remote gas sensor and autonomous mobile robot with the Tri-Max method, IEEE International Conference on Robotics and Automation (ICRA), 987 - 992, IEE, 10.1109/ICRA.2013.6630693, 2013
154. Andreas Kroll: Computational Intelligence - Eine Einführung in Probleme Methoden und technische Anwendungen, Oldenbourg Verlag, https://www.degruyter.com/view/product/232244, 2013
155. Andreas Kroll: Vom 47. Regelungstechnischen Kolloquium in Boppard, at - Automatisierungstechnik, 5, 61, 375-376, 10.1524/auto.2013.1022, https://www.oldenbourg-link.com/doi/abs/10.1524/auto.2013.1022, 2013
156. Andreas Geiger, Hanns Sommer, Andreas Kroll: In Need of Methods to Solve Imprecisely Posed Problems, 10th International Conference on Informatics in Control Automation and Robotics (ICINCO), 2013
157. Andreas Geiger, Andreas Kroll: Modeling and Analyzing Technical Systems as Complex Networks: Detecting Inverse Response, CICA 2013 IEEE Symposium on Computational Intelligence in Control and Automation, 2013
158. Zhenxing Ren, Andreas Kroll, Manfried Sofsky, Friedhelm Laubenstein: On identification of piecewise-affine models for systems with friction and its application to electro-mechanical throttles, Sysid 2012, 16th IFAC Symposium on System Identification Brussels, 16, 1, 1395-1400, Elsevier Ltd., 10.3182/20120711-3-BE-2027.00137, 2012
159. Sommer, Hanns-Jakob, Schreiber, Lothar: Is Logic in the Mind or in the World? Why a philosophical Question can affect the Understanding of Intelligence, Journal of Artificial General Intelligence, Chaos, Solitons \& Fractals, 3, 1, 25-47, Elsevier Ltd., 10.2478/v10229-011-0014-4, https://versita.metapress.com/content/qm262485x7t156w8/fulltext.pdf, 2012
160. Samuel Soldan, Jochen Welle, Thomas Barz, Andreas Kroll, Dirk Schulz: Towards Autonomous Robotic Systems for Remote Gas Leak Detection and Localization in Industrial Environments, Field and Service Robotics Results of the 8th International Conference, 92, 233-247, Springer Tracts in Advanced Robotics, Springer Berlin Heidelberg, 10.1007/978-3-642-40686-716, https://link.springer.com/chapter/10.1007/978-3-642-40686-716, 2012
161. Samuel Soldan, Gero Bonow, Andreas Kroll: RoboGasInspector - A Mobile Robotic System for Remote Leak Sensing and Localization in Large Industrial Environments: Overview and First Results, Proceedings of the 2012 IFAC Workshop on Automatic Control in Offshore Oil and Gas Production, 33-38, https://www.sciencedirect.com/science/article/pii/S147466701537244X, 2012
162. Samuel Soldan, Gero Bonow, Andreas Kroll: Auswahl und Aufbau eines Multisensor-Fernmesssystems zur Fluidleckerkennung für den Einsatz auf einem mobilen Industrie-Inspektionsroboter, 16. GMA/ITG Fachtagung Sensoren und Messsysteme 2012, 126-135, AMA Service GmbH, DOI 10.5162/sensoren2012/1.4.2, https://www.sensoren2012.de/, 2012
163. Samuel Soldan: On extended depth of field to improve the quality of automated thermographic measurements in unknown environments, Quantitative InfraRed Thermography Journal, 9, 2, 135-150, 10.1080/17686733.2012.738110, https://www.tandfonline.com/eprint/ExMpXXVKMsdiXZyF28Cr/full, 2012
164. Samuel Soldan: On Extended Depth of Field to Improve the Quality of Automated Thermographic Measurements in Unknown Environments, Proceedings of 11th International Conference on Quantitative InfraRed Thermography (QIRT), https://www.qirt2012.unina.it, 2012
165. Salman Zaidi, Andreas Kroll, Hanns-Jakob Sommer: On Description and Identification of Uncertainties in System Modeling with Fuzzy Logic, 22. Workshop Computational Intelligence, 179-199, KIT Scientific Publishing, https://www.rst.e-technik.tu-dortmund.de/cms/de/Veranstaltungen/GMA-Fachausschuss/index.html, 2012
166. Frank Hoffmann, Eyke Hüllermeier, Andreas Kroll: Ausgewählte Beiträge des GMA-Fachausschusses 5.14 "Computational Intelligence" (Editorial), at - Automatisierungstechnik, 60, 10, 587-588, 10.1524/auto.2012.9102, https://www.oldenbourg-link.com/toc/auto/60/10?ai=rw&ui=i20&af=H, 2012
167. F. Hoffmann, R. Mikut, A. Kroll, M. Reischl, O. Nelles, H. Schulte, T. Bertram: Computational Intelligence: State-of-the-Art Methoden und Benchmarkprobleme, 22. Workshop Computational Intelligence, 1 - 42, KIT Scientific Publishing, 10.5445/KSP/100002991, 2012
168. Chun Liu, Andreas Kroll: On Designing Genetic Algorithms for Solving Small- and Medium-Scale Traveling Salesman Problems, International Symposium on Swarm Intelligence and Differential Evolution SIDE 2012, 283-291, LNCS 7269, https://dx.doi.org/10.1007/978-3-642-29353-533, 2012
169. Chun Liu, Andreas Kroll: A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms, 11th International Conference on Artificial Intelligence and Soft Computing ICAISA 2012, 466-474, LNCS 7268, https://dx.doi.org/10.1007/978-3-642-29350-456, 2012
170. Barz, Thomas, Bonow, Gero, Hegenberg, Jens, Habib, Karim, Cramar, Liubov, Welle, Jochen, Schulz, Dirk, Kroll, Andreas, Schmidt, Ludger: Unmanned Inspection of Large Industrial Environments - Insights into Research Project RoboGasInspector, Future Security, 318, 216-219, Communications in Computer and Information Science, Springer Berlin Heidelberg, 10.1007/978-3-642-33161-932, https://dx.doi.org/10.1007/978-3-642-33161-932, 2012
171. Axel Dürrbaum, Andreas Kroll, Hanns Sommer: CI-Methoden zur Koordination und Entkoppelung komplexer Systeme, at - Automatisierungstechnik, 60, 10, 600-610, 10.1524/auto.2012.1029, 2012
172. Zhenxing Ren, Andreas Kroll, Manfried Sofsky, Friedhelm Laubenstein: Modellierung mechatronischer Systeme mit Reibung mittels PWA-Modellansatz und Anwendung auf Stellglieder am Dieselfahrzeug, 2. Workshop "Modellbasierte Kalibriermethoden", https://mbc.tuwien.ac.at/workshops/2011/, 2011
173. Schrodt, Alexander, Kroll, Andreas: Zur Fuzzy-Clusterungs-basierten Identifikation eines Verbrennungsmotorkennfelds: Methodenvergleich und Parametrierungsstrategie, 21. Workshop Computational Intelligence, 47 - 60, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2011
174. Samuel Soldan, Johannes Rangel, Andreas Kroll: An Overview of Calibration Boards for the Geometric Calibration of Thermal Cameras, InfraR\&D 2011 Proceedings Volume 6, 79-83, https://www.infrarottraining.de/infra/, 2011
175. Ren, Zhenxing., Gerland, Patrick, Kroll, Andreas: A Novel Friction-Identification Method using Sliding-Mode Observer and Its Application to Electro-Mechanical Throttles, 18th World Congress of the International Federation of Automatic Control (IFAC), 4803-4808, 2011
176. Ren, Zhenxing, Kroll, Andreas, Sofsky, M., Laubenstein, F.: Zur automatisierten Modellbildung für mechatronische Systeme mit Reibung am Beispiel von Dieselfahrzeugstellgliedern, VDI Mechatronik 2011, 55-60, 2011
177. Kroll, Andreas, Dürrbaum, Axel: On Control-specific Derivation of Affine Takagi-Sugeno Models from Physical Models: Assessment Criteria and Modeling Procedure, CICA 2011 IEEE Symposium on Computational Intelligence in Control and Automation, 23 - 30, https://www.ieee-ssci.org/, 2011
178. Kroll, Andreas: Zur regelungsorientierten Ableitung von Takagi-Sugeno-Modellen, Automatisierungstechnik, 59, 12, 705 - 719, 10.1524/auto.2011.0964, https://www.oldenbourg-link.com/doi/abs/10.1524/auto.2011.0964, 2011
179. Bonow, Gero und Kroll, Andreas: Zur automatisierten Inspektion von Anlagen mittels Gasfernmesstechnik: Technologien und Geräte, AUTOMATION 2011, 2011
180. Andreas Kroll, Samuel Soldan: On Data-driven Takagi-Sugeno Modelling of Heterogeneous Systems with Multidimensional Membership Functions, 18th World Congress of the International Federation of Automatic Control (IFAC), 14994-14999, https://www.ifac2011.org/, 2011
181. Andreas Kroll: On choosing the fuzziness parameter for identifying TS models with multidimensional membership functions, Journal of Artificial Intelligence and Soft Computing Research, 1, 4, 283-300, https://jaiscr.eu/issues/jaiscrvol1no42011.pdf, 2011
182. Zhenxing Ren, Andreas Kroll, Manfried Sofsky, Friedhelm Laubenstein: On methods for automated modeling of dynamic systems with friction and their application to electro-mechanical throttles, 49th IEEE Conference on Decision and Control, 7637-7642, https://www.ieeecss.org/CAB/conferences/cdc2010/, 2010
183. Werner Baetz, Andreas Kroll, Samuel Soldan: On Gas Leak Detection of Pressurised Components by Using Thermograms and Pattern Recognition Algorithms, Proc. 8th Int. Conf. on NDE in Relation to Structural Integrity for Nuclear and Pressurised Components, 503-512, European Commission, Joint Research Center, Institute for Energy, https://www.8thnde.com/Programme/Session.aspx?id=8B4185CE-336B-4725-A598-31A1F23F9DA1, 2010
184. Schulte, Host, Gerland, Patrick: Observer-based estimation of pressure signals in hydrostatic transmissions, IFAC Symposium Advances in Automotive Control (AAC), 2010
185. Horst Schulte, Patrick Gerland, Dominik Groß: Robuste Fehlerdiagnose bei aktuator- und sensorähnlichen Fehlern am Beispiel eines Dreitanksystems, 20. Workshop Computational Intelligence, 33, 277 - 278, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, KIT Scientific Publisher, 2010
186. Gerland, Patrick, Gross, Dominic, Schulte, Horst, Kroll, Andreas: Design of Sliding Mode Observers for TS Fuzzy Systems with Application to Disturbance and Actuator Fault Estimation, 49th IEEE Conference on Decision and Control, 4373 - 4378, https://www.ieeecss.org/CAB/conferences/cdc2010/, 2010
187. Gerland, Patrick, Gross, Dominic, Schulte, Horst, Kroll, Andreas: Robust Adaptive Fault Detection Using Global State Information and Application to Mobile Working Machines, Conference on Control and Fault-Tolerant Systems (SysTol), 813 - 818, 2010
188. Gerland, Patrick: Zur Robustheitssteigerung eines klassifikationsgestützten adaptiven Fehlerdiagnoseansatzes, 20. Workshop Computational Intelligence, 220 - 234, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, https://d-nb.info/1008965111/04, 2010
189. Andreas Kroll, Samuel Soldan: Survey Results on Status, Needs and Perspectives for using Mobile Service Robots in Industrial Applications, 11th International Conference on Control, Automation Robotics and Vision (ICARCV 2010), 621-626, https://www.icarcv.org/2010/, 2010
190. Andreas Kroll, Axel Dürrbaum: Zur regelungsspezifischen Ableitung dynamischer Tagaki-Sugeno-Modelle aus rigorosen Modellen, 20. Workshop Computational Intelligence, 161 - 174, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2010
191. Andreas Kroll: Zur Modellierung unstetiger sowie heterogener nichtlinearer Systeme mittels Takagi-Sugeno-Fuzzy-Systemen, 20. Workshop Computational Intelligence, 64 - 79, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2010
192. Andreas Geiger, Hanns Sommer, Andreas Kroll: Koevolutionärer Algorithmus zur Analyse struktureller Steuerbarkeit - Eine Methode der "komplexen Netzwerke" zur Systemanalyse, 20. Workshop Computational Intelligence, 235-249, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2010
193. Sommer, Hanns-JakobLiege: Emergence of classical reality from a quantum mechanical background, Chaos, Solitons \& Fractals, Chaos, Solitons \& Fractals, 39, 1027-1036, Elsevier Ltd., 10.1016/j.chaos.2007.04.002, 2009
194. Lothar Schreiber, Hanns Sommer: Can Mathematics be justified by Natural Logic?, Computing Anticipatory Systems, Computing Anticipatory Systems, 1303, 189-198, AIP Conference Proceedings, 2009
195. Kroll, Andreas, Mikut, Ralf: Computational Intelligence (Editorial Part 2), Automatisierungstechnik, 57, 3, 105, 2009
196. Horst Schulte, Patrick Gerland: Observer Design using T-S Fuzzy Systems for pressure estimation in hydrostatic transmissions, International Conference on Intelligent Systems Design and Applications (ISDA '09 ), 2009
197. Gerland, Patrick, Schulte, Horst, Kroll, Andreas: Probability-based global state detection of complex technical systems and application to mobile working machines, European Control Conference (ECC), 1269 - 1274, IEEE, 2009
198. Gerland, Patrick, Schulte, Horst, Kroll, Andreas: Vergleichende Untersuchung nichtlinearer Beobachterkonzepte zur Fehlerdiagnose am Beispiel hydrostatischer Fahrantriebe, 19. Workshop Computational Intelligence, 29, 61 - 74, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2009
199. Bonow, Gero, Kroll, Andreas: Gasleckortung mittels Laser-Fernmesstechnik und autonomer mobiler Robotersysteme, AUTOMATION 2009, 2009
200. Baetz, Werner, Kroll, Andreas, Bonow, Gero: Mobile Robots with Active IR-Optical Sensing for Remote Gas Detection and Source Localization, IEEE International Conference on Robotics and Automation (ICRA 2009), 2773-2778, IEEE, https://ieeexplore.ieee.org/abstract/document/5152338, 2009
201. Schreiber, Lothar, Sommer, Hanns, Kroll, Andreas: Lösung komplexer Systeme mittels heuristischer Verfahren, 18. Workshop Computational Intelligence, 24, 124-135, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2008
202. Kroll, Andreas, Mikut, Ralf: Computational Intelligence (Editorial), Automatisierungstechnik, 56, 7, 335-338, 2008
203. Kroll, Andreas: A survey on mobile robots for industrial inspections, Int. Conf. on Intelligent Autonomous Systems (IAS10), 406-414, 2008
204. Kroll, A., Harjunkoski, I.: Produktionsoptimierung - Fortsetzung (Editorial), Automatisierungstechnik, 56, 4, 169-170, 10.1524/auto.2008.9052, 2008
205. Kroll, A., Harjunkoski, I.: Produktionsoptimierung (Editorial), Automatisierungstechnik, 56, 2, 61-63, 10.1524/auto.2008.9050, 2008
206. Gerland, Patrick, Schulte, Horst, Kroll, Andreas: Wahrscheinlichkeitsbasierte globale Situationserkennung bei komplexen Systemen, 18. Workshop Computational Intelligence, 24, 174 - 188, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2008
207. Dürrbaum, Axel, Scherm, Wolfgang, Sommer, Hanns: Systemidentifikation mittels Glaubenskalkül, at - Automatisierungstechnik, 56, 7, 350-356, DOI 10.1524/auto.2008.0716, https://www.atypon-link.com/OLD/doi/pdf/10.1524/auto.2008.0716, 2008
208. Busch, Martin, Schweizer, Bernhard, Sommer, Hanns, Sommer, Vinzent: Ein einfaches Berechnungsverfahren zu den Navier-Stockesschen Gleichungen - Die Struktur berechenbarer Systeme für komplexe Systeme, 18. Workshop Computational Intelligence, 24, 151-162, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2008
209. Kroll, A., Simon, G., Cheever, T., Pilbacka, T., Stanier, D.: Room for Improvement, EngineerIT, 32, 28-32, https://www.eepublishers.co.za/view.php?sid=10863, 2007
210. Kroll, A., Simon, G., Cheever, T., Pilbacka, T., Stanier, D.: Room for Improvement - Identifying limiting factors in process industries, ABB Review 1/2007, ABB Review, 1, 56-61, ABB, 2007
211. Abel, Dirk., Buss, Martin, Kroll, Andreas, Reischl, Markus: Considerations on teaching, Automatisierungstechnik, 55, 5, 266-268, 2007
212. Sommer, Hanns-Jakob: A Toy-World that satisfies some Principles of "El Naschie's E-Infinity Theory", Computing Antipatory Systems, 839, 212-221, AIP Conference Proceedings, 2006
213. Kroll, Andreas, Abel, Dirk: Model Predictive Control (Editorial), Automatisierungstechnik, 54, 12, 587-589, 2006
214. Kroll, Andreas: On the use of computer-based training for operators in Germany and the USA - survey results, Automatisierungstechnische Praxis, 48, 9, 45-49, 2006
215. Kroll, Andreas: Assessment and opportunity screening regarding automation systems and working practices in the process industry, Automatisierungstechnische Praxis, 48, 8, 42-49, 2006
216. Kroll, Andreas: Computer-based training "control performance monitoring" for personnel of process plants, Automatisierungstechnische Praxis, 48, 5, 71-78, 2006