Prof. Dr. Axel Busboom

Fakultät 09
Raum: R 4.049
Adresse: 80335 München, Lothstr. 64

T +49 89 1265-3915
F +49 89 1265-3902

E-Mail

Sprechstunde NINE

Details

Fach- und Aufgabenbereiche

  • KI und maschinelles Lernen in Engineering, Produktion und Instandhaltung
  • Digitales Zwillinge: physik - und datengetriebene Modellierung industrieller Prozesse
  • Regelung und Optimierung industrieller Prozess
  • Semantische Interoperarbilität mit OPC UA
  • Machine Vision für industrielle Anwendungen

Weitere Informationen

EHC : Equipment Health Center - KI-Methoden zur vorausschauenden Wartung für verfahrenstechnische Prozesse

DIGICAT: Digitale Zwillinge zur Prozessoptimierung und -regelung in der chemischen Industrie

ReHydro :Demonstration of sustainable hydropower refurbishment
R. Parzeller, E. Schuster, A. Busboom, D. Gerhard: Assembly sequence planning by reinforcement learning and accessibility checking using RRT*. In: Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), September 2024.
https://doi.org/10.1109/ETFA61755.2024.10710703
P. Warter, S. Smeraldo, A. Busboom, A. Serra Noguera, S. Bendisch, H. Hriskov: An ensemble learning approach to automated mapping of process instrumentation tags. In: Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), September 2024. https://doi.org/10.1109/ETFA61755.2024.10711085
M. Paz Ramos, A. Busboom, A. Slobodyan: Genetic PI controller tuning to emulate a pole assignment design. IFAC-PapersOnLine, 58(7), 138-143, 2024. https://doi.org/10.1016/j.ifacol.2024.08.024
S. Funk, C. Legat, A. Busboom: Live Product Line Engineering Using Density-Based Clustering of CAD Models. In: International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), Hradec Králové, Czech Republic, July 2024. https://doi.org/10.1007/978-981-97-4677-4_18
S. Smeraldo, S. Bendisch, H. Hriskov, S. Haager, A. Ubl, A. Serra Noguera, B. Siemandel, T. Morgenstern, P. Warter, A. Busboom, M. Prandini: Lessons learned and practical solutions for equipment health management in the chemical industry. In: 2024 IEEE International Conference on Prognostics and Health Management (ICPHM), Spokane, WA, USA, June 2024. https://doi.org/10.1109/ICPHM61352.2024.10626513
T. Seesselberg, A. Busboom, J. Welsch, E. Cretu, R. Rohling: Delamination Detection in CFRP Components from Ultrasound Images Using Convolutional Neural Networks. In: 2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Glasgow, United Kingdom, May 2024. https://doi.org/10.1109/I2MTC60896.2024.10561030
A. Busboom: Automated generation of OPC UA information models — A review and outlook. Journal of Industrial Information Integration, 39:100602, May 2024.
https://doi.org/10.1016/j.jii.2024.100602
S. Smeraldo, F. Bianchi, A. Busboom, M. Prandini: A collaborative multi-agent nonlinear system identification algorithm with spectral regularization. In:Proceedings of the 2023 62nd IEEE International Conference on Decision and Control (CDC), Singapore, December 2023.
https://doi.org/10.1109/CDC49753.2023.10383804
A. Rossmadl, M. Gandorfer, S. Kopfinger, A. Busboom: Autonomous robotics in agriculture – a preliminary techno-economic evaluation of a mechanical weeding system. In: ISR Europe 2023 – 56th International Symposium on Robotics, Stuttgart, Germany. Berlin: VDE-Verlag. September 2023.
M. Eickhoff, A. Exner and A. Busboom: Energy Consumption Tokens for Blockchain-Based End-to-End Trading of Green Energy Certificates, In: 2023 IEEE PES GTD International Conference and Exposition (GTD), Istanbul, Turkey, May 2023, https://doi.org/10.1109/GTD49768.2023.00027.
S. Smeraldo, A. Busboom, S. Bendisch, H. Hriskov, T. Morgenstern and M. Prandini: A data-driven approach to fault diagnostics for industrial process plants based on feature extraction and inferential statistics. In: Proceedings of the 2023 International Conference on Control, Automation and Diagnosis (ICCAD), Rome, Italy, May 2023. https://doi.org/10.1109/ICCAD57653.2023.10152324
O. Spykman, A. Roßmadl, J. Pfrombeck, S. Kopfinger, A. Busboom: Wirtschaftlichkeitsbewertung eines Feldroboters auf Basis erster Erfahrungen im Praxiseinsatz. In: Resiliente Agri-Food-Systeme, Lecture Notes in Informatics – Proceedings, vol. P-330. C. Hoffmann et al., Eds. Bonn: Gesellschaft für Informatik, pp. 255-266, February 2023.
E. Tepe, A. Busboom, M. Müller: A transformation framework for semantic interoperability in Industry 4.0. In: Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON), Brussels, Belgium, October 2022. https://doi.org/10.1109/IECON49645.2022.9968749
A. Busboom: Temperature control of a process with discharge air recirculation and measurement lag. In: Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), September 2021. https://doi.org/10.1109/ETFA45728.2021.9613204
D. Ioli, A. Falsone, A. Busboom, M. Prandini: A micro-grid energy management strategy integrating photovoltaic energy. IFAC-PapersOnLine, 53(2):13012-13017, 2020.
https://doi.org/10.1016/j.ifacol.2020.12.2163
D. Ioli, A. Falsone, M. Hartung, A. Busboom, M. Prandini: A smart-grid energy management problem for data-driven design with probabilistic reachability guarantees. In: Proceedings of the 4th International Workshop on Applied Verification for Continuous and Hybrid Systems. EpiC Series in Computing, vol. 48, pp. 2-19, June 2017. https://doi.org/10.29007/5qvt
A. Busboom, S. Schuler, A. Walsch: formalSpec – semi-automatic formalization of system requirements for formal verification. In: Proceedings of the 3rd International Workshop on Applied Verification for Continuous and Hybrid Systems. EpiC Series in Computing, vol. 43, pp. 106-114, April 2016.
https://doi.org/10.29007/k567
G. Becquin, R. Castane Selga, S. Abrol, A. Busboom, D. Doder, et al.: Subsea multiphase boosting station system and controls optimization. In: Proceedings of the 17th International Conference on Multiphase Production Technology, Cannes, France, September 2015.
A. Busboom, H. Xia, B.K. Lee, G.P. Koste: Drift in high-temperature FBG sensors. Proceedings of the SPIE: Fourth European Workshop on Optical Fibre Sensors, vol. 7653, September 2010.
https://doi.org/10.1117/12.864206
A. Busboom, V. Sequeira: Container integrity verification using laser triangulation. Proceedings of the SPIE: Laser Radar Technology and Applications XII, vol. 6550, April 2007.
https://doi.org/10.1117/12.717750
A. Busboom, V. Sequeira: A laser range imaging system for verifying the identity and integrity of clos­ure welds. In: Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Innsbruck, Austria, February 2007.
V. Sequeira, A. Busboom, G. Boström, J.G.M. Gonçalves: 3D technologies in safeguards applications. In: Proceedings of the IAEA Symposium on International Safeguards: Addressing Verification Challenges, Vienna, Austria, October 2006.
A. Busboom, G. Herrmann, R. Tzschoppe, J. Huber: IFC – Aktive Kompensation des Nahneben­sprechens für die DSL-Übertragung. In: ITG-Fachbericht Kommunikationskabelnetze, Band 190, S. 127-133, Köln, Dezember 2005.
A. Busboom, I. Herwono, M. Schuba, G. Zavagli: Unambiguous device identification and fast connec­tion setup in Bluetooth. In: Proceedings of European Wireless 2002, pp. 44-48, Florence, Italy, February 2002.
A. Busboom, H.D. Lüke: Hexagonal binary arrays with perfect correlation. Applied Optics, 40(23):3894-3900, August 2001.
https://doi.org/10.1364/AO.40.003894
A. Busboom, G. Zavagli: Future shopping – a mobile multimedia application. In: Proceedings of the Third International Symposium on Wireless Personal Multimedia Communications, pp. 1000-1004, Bangkok, Thailand, November 2000.
K. Jakobs, A. Busboom, C. Pils, M. Wallbaum: Intermodal end-to-end tracking and tracing – introducing the ParcelCall approach. In: Proceedings of the 7th World Congress on Intelligent Transport Systems, Torino, Italy, November 2000.
A. Busboom: Arrays und Rekonstruktionsalgorithmen für bildgebende Systeme mit codierter Apertur. Fortschritt-Berichte VDI, Reihe 10, Nr. 572, VDI Verlag, Düsseldorf, 1999.
A. Busboom: Construction of pseudo-noise arrays from quadratic residues. Signal Processing, 72(1):33-38, January 1999. https://doi.org/10.1016/S0165-1684(98)00162-5
H.D. Lüke, A. Busboom: Mismatched filtering of odd-periodic binary sequences. IEEE Transactions on Aerospace and Electronic Systems, 34(4):1345-1350, October 1998.
https://doi.org/10.1109/7.722719
H. Elders-Boll, H.D. Schotten, A. Busboom: Efficient implementation of linear multiuser detectors for asynchronous CDMA systems by linear interference cancellation. European Transactions on Telecommunications, 9(5):427-437, 1998. https://doi.org/10.1002/ett.4460090505
H. Elders-Boll, H.D. Schotten, A. Busboom: The influence of spreading sequences on iterative multiuser detectors. In Proceedings of the 1998 IEEE Fifth International Symposium on Spread Spectrum Technologies and Applications, pp. 174-178, Sun City, South Africa, September 1998.
https://doi.org/10.1109/ISSSTA.1998.726221
H.D. Schotten, H. Elders-Boll, A. Busboom: Optimization of spreading-sequen­ces for DS-CDMA sys­tems and frequency-selective fading channels. In Proceedings of the 1998 IEEE Fifth International Symposium on Spread Spectrum Technologies and Applications, pp. 33-37, Sun City, South Africa, September 1998.
https://doi.org/10.1109/ISSSTA.1998.726190
A. Busboom, H. Elders-Boll, H.D. Schotten: Uniformly redundant arrays. Experimental Astronomy, 8(2):97-123, 1998.
https://doi.org/10.1023/A:1007966830741
H. Elders-Boll, H.D. Schotten, A. Busboom: The influence of the spreading se­quences on the perform­ance of asynchronous CDMA systems with linear multiuser detection. In Proceedings of the 1998 International Conference on Telecommunications, vol. II, pp. 37-41, Porto Carras, Greece, June 1998.
https://doi.org/10.1109/ISSSTA.1998.726221
H. Elders-Boll, A. Busboom, H.D. Schotten: Implementation of linear multiuser detectors for asyn­chronous CDMA systems by linear interference cancellation algorithms. In Proceedings of the 1998 IEEE 48th Vehicular Technology Conference, pp. 1849-1853, Ottawa, Canada, May 1998.
https://doi.org/10.1109/VETEC.1998.686076
H.D. Schotten, H. Elders-Boll, A. Busboom: Adaptive multi-rate multi-code CDMA systems. In Proceedings of the 1998 IEEE 48th Vehicular Technology Conference, pp. 782-785, Ottawa, Canada, May 1998.
https://doi.org/10.1109/VETEC.1998.683688
H. Elders-Boll, H.D. Schotten, A. Busboom: Implementation of linear multiuser detectors for asyn­chronous CDMA systems by linear multi-stage interference cancellation. In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 3225-3228, Seattle, Washington, USA, May 1998. https://doi.org/10.1109/VETEC.1998.686076
H. Elders-Boll, H.D. Schotten, A. Busboom: Spreading sequences for linear DS-CDMA multiuser detectors. In Codierung für Quelle, Kanal und Übertragung, vol. 146 of ITG-Fachberichte, pp. 183-188, Aachen, Germany, March 1998.
H.D. Lüke, A. Busboom: Mismatched filtering of periodic and odd-periodic binary arrays. Applied Optics, 37(5):856-864, February 1998.
https://doi.org/10.1364/AO.37.000856
H.D. Schotten, H. Elders-Boll, A. Busboom: Adaptive multi-code CDMA systems for variable data-rates. In Proceedings of the 1997 IEEE International Conference on Personal Wireless Communications, pp. 334-337, Mumbai, India, December 1997.
https://doi.org/10.1109/ICPWC.1997.655536
H. Elders-Boll, H.D. Schotten, A. Busboom: A comparative study of optimization methods for the syn­thesis of binary sequences with good correlation properties. In Proceedings of the IEEE Fifth Symposium on Communications and Vehicular Technology in the Benelux, pp. 24-31, Enschede, The Netherlands, October 1997.
H.D. Schotten, H. Elders-Boll, A. Busboom: Multi-code CDMA with variable sequence-sets. In Proceedings of the 1997 IEEE 6th International Conference on Universal Personal Communications, pp. 628-631, San Diego, California, USA, October 1997.
https://doi.org/10.1109/ICUPC.1997.627240
H.D. Lüke, A. Busboom: Binary arrays with perfect odd-periodic autocorrelation. Applied Optics, 36(26):6612-6619, September 1997.
https://doi.org/10.1364/AO.36.006612
H. Elders-Boll, A. Busboom, H.D. Schotten: Spreading sequences for zero-for­cing DS-CDMA multi­user detectors. In Proceedings of the 1997 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 53-57, Helsinki, Finland, September 1997.
https://doi.org/10.1109/PIMRC.1997.624362
H. Elders-Boll, M. Herper, A. Busboom: Adaptive receivers for mobile DS-CDMA communication systems. In Proceedings of the 1997 IEEE 47th Vehicular Technology Conference, pp. 2128-2132, Phoenix, Arizona, USA, May 1997.
https://doi.org/10.1109/VETEC.1997.605984
A. Busboom, H.D. Schotten, H. Elders-Boll: Coded aperture imaging with multiple measurements. Journal of the Optical Society of America A, 14(5):1058-1065, May 1997.
https://doi.org/10.1364/JOSAA.14.001058
A. Busboom, H. Elders-Boll, H.D. Schotten: Combinatorial design of near-opti­mum masks for coded aperture imaging. In: Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2817-2820, Munich, Germany, April 1997.
https://doi.org/10.1109/ICASSP.1997.595375
H. Elders-Boll, A. Busboom, H.D. Schotten: Fast acquisition in DS-CDMA using concatenated spreading sequences. In: Proceedings of the First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, pp. 373-376, Paris, France, April 1997.
https://doi.org/10.1109/SPAWC.1997.630402
H. Elders-Boll, H.D. Schotten, A. Busboom: Interference parameters of conca­tenated spreading se­quences for asynchronous CDMA. In: Proceedings of the 1996 IEEE Fourth International Symposium on Spread Spectrum Technologies and Applications, pp. 960-964, Mainz, Germany, September 1996.
https://doi.org/10.1109/ISSSTA.1996.563446
A. Busboom, H.D. Schotten, H. Elders-Boll: A generalized correlation function for magnified/reduced signals. In: Proceedings of the VIII European Signal Processing Conference, pp. 555-558, Trieste, Italy, September 1996.
A. Busboom, Robert J. Schalkoff: Direct surface parameter estimation using structured light: a predict­or-corrector based approach. Image and Vision Computing, 14(5):311-321, June 1996.
https://doi.org/10.1016/0262-8856(96)89797-6
H.D. Schotten, H. Elders-Boll, A. Busboom: An adaptive scheme for simulta­neous coding and spread­ing in direct-sequence CDMA systems. In:Proceedings of the 1996 IEEE 46th Vehicular Technology Conference, pp. 1111-1114, Atlanta, Georgia, USA, April/May 1996.
https://doi.org/10.1109/VETEC.1996.501484
A. Busboom, R.J. Schalkoff: Active stereo vision and direct surface parameter esti­mation: curve-to-curve image plane mappings. IEE Proceedings – Vision, Image and Signal Processing, 143(2):109-117, April 1996.
https://doi.org/10.1049/ip-vis:19960162
A. Busboom, R.J. Schalkoff: Novel approach to direct surface parameter estimation using structured light. Proceedings of the SPIE: Visual Information Processing IV, 2488:57-69, April 1995.
https://doi.org/10.1117/12.212012