Projekter pr. år
Personlig profil
Forskningsprofil
He received his B.Sc. and M.Sc. degrees in control theory from Shandong University (SDU), China, in 1991 and 1994, received his Ph.D. degree in control engineering from Beijing University of Aeronautics and Astronautics (BUAA) in 1998, with the PhD thesis focusing on the control analysis and synethesis of hybrid dynamic systems. He had been UNU/IIST Fellow at United Nation University/International Insitutue of Software Technology (Macau) during 1995-1996 with focus on the formal methods for hybrid systems, post-doctor at Delft University of Technology during 1998-1999 with focus on the fault tolerant flight control, post-doctor and Assistant Professor at Aalborg University during 1999-2003. Since 2003 he has been an Associate Professor at Aalborg University, Denmark. Currently he is the Chair of Mission for Sustainable Fuels, Chemicals and PtX, and leader of Offshore Process Control and Cybernetics Research Group at Department of Energy. He is IEEE Senior Member, and also had been secretary of IEEE joint Danish Chapter of Control System Society (CS023) and Robotics and Automation Society (RA024) during 2012-2023.
His research areas include fundamentals of control theory, mathematical modelling and identification, fault detection and diagnosis, fault tolerant control, hybrid dynamical systems, AI & machine learning, autonomous robotics, as well as diverse industrial applications of advanced control. Recent years he has been extensively committing research and development of advanced automation and monitoring on the produced/injection water treatment for offshore OG production, as well as other waste water treatment systems.
Ekspertise relateret til FN’s Verdensmål
I 2015 blev FN's medlemslande enige om 17 Verdensmål til at bekæmpe fattigdom, beskytte planeten og sikre velstand for alle. Denne persons arbejde bidrager til følgende verdensmål:
Uddannelse (Akademiske kvalifikationer)
project management , Executive education , Pasteur Program: Leading the Virtual Company, Harvard University
27 aug. 2013 → 8 maj 2014
Dimissionsdato: 8 maj 2014
Pedagogy for Assistant Professor, Pedagogic education , Pedagogy for Assistant Professor
2002 → 2003
Dimissionsdato: 31 okt. 2003
Flight control and navigation , PhD, Hierarchical hybrid control systems and their applications, Beihang University
sep. 1994 → feb. 1998
Dimissionsdato: 27 feb. 1998
Control Theory, M.Sc., Inverse control problem of distributed parameter control systems , Shandong University
sep. 1991 → jun. 1994
Dimissionsdato: 30 jun. 1994
Control Theory, B.Sc., Inverse problem of distributed parameter control systems, Shandong University
sep. 1987 → jun. 1991
Dimissionsdato: 28 jun. 1991
Interdisciplinary Leadership Training
apr. 2023 → maj 2023
Emneord
- Elektronik
- Fysik
- Matematik og Statistik
- Energi
- Miljø
- Industri og Produktion
Fingerprint
- 1 Lignende profiler
Samarbejde i de sidste fem år
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Demonstration of Integrated Online OiW Monitoring and Control
Yang, Z., Jespersen, S. & Christensen, M. D.
01/09/2023 → 15/08/2024
Projekter: Projekt › Forskning
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Demonstrating high-temperature heat pumps at different integration levels
Yang, Z., Sadeghi, M. & Christensen, M. D.
01/04/2022 → 31/03/2025
Projekter: Projekt › Forskning
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Advanced Process Control Using AI-Enhanced Sensor Fusion and Its Application in Offshore Produced Water Treatment
01/01/2022 → 31/12/2024
Projekter: Projekt › Ph.d.-projekt
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ClusterSoutH2: Erhvervsfyrtårn Syd: ClusterSoutH2 - Designing a PTX Ecosystem in Southern Denmark
Hajizadeh, A., Anvari-Moghaddam, A., Ghaemi, S., Mandø, M., Pedersen, S., Yang, Z., Nielsen, M. P., Wani, U. B. & Christensen, M. D.
REACT-EU-tilskud (Erhvervsstyrelsen/EU)
23/11/2021 → 31/08/2023
Projekter: Projekt › Forskning
Publikationer
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Flood Forecast and Control for Urban Rivers Using LSTM Neural-Network
Ertlmeier, L. E., Yang, Z. & Refsgaard, B., 2024, Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research - Proceedings of ACEER2023. Weng, C-H. (red.). Springer Science+Business Media, s. 278-295 18 s. (Lecture Notes in Civil Engineering, Bind 336 LNCE).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
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Impact of System Initial Values on Multivariate LSTM Neural Network Performance: A Finding From a Control Process Perspective
Kashani, M., Jespersen, S. & Yang, Z., 2024, (Accepteret/In press) Proceedings of The 11th International Conference on Control, Mechatronics and Automation (ICCMA 2023) . 6 s.Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
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Output-Feedback-Based Fault-Tolerant H∞ Control for Topside Separation Systems via Off-Policy Reinforcement Learning
Zhang, Y., Luo, X., Li, S., wang, J., Yang, Z. & Guan, X., 2024, (Afsendt) I: IEEE Transactions on Systems, Man, and Cybernetics: Systems.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Performance assessment of a cascade high-temperature heat pump integrated with district heating benchmarked in Denmark for process heat supply: Cycle design, working fluid selection, technology development and integration strategies
Sadeghi, M., Petersen, T., Yang, Z., Zühlsdorf, B. & Madsen, K. S., 2024, (Afsendt) I: International Journal of Refrigeration.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Robust Adaptive Control of Offshore Produced Water Treatment Process: An Improved Multivariable MRAC-Based Approach
Kashani, M., Jespersen, S. & Yang, Z., 2024, (Afsendt) I: Journal of Process Control.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Priser
Aktiviteter
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PhD Assessment committee (Chair) (Begivenhed)
Zhenyu Yang (Forperson (Indstillet af AAU))
14 sep. 2023Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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PhD Assessment Committee (Begivenhed)
Zhenyu Yang (Forperson)
23 maj 2023Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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Bottle necks for implementation of the Water Technology solutions
Zhenyu Yang (Foredragsholder)
23 mar. 2023Aktivitet: Foredrag og mundtlige bidrag › Gæsteforelæsning
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PhD Assessment Committee (Begivenhed)
Zhenyu Yang (Forperson)
29 sep. 2022Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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PhD Assessment Committee (Begivenhed)
Zhenyu Yang (Forperson (Indstillet af AAU))
14 sep. 2022Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
Presse/medier
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INNOVATIONSPROJEKT: NY TEKNOLOGI SKAL FORBEDRE MÅLINGER AF VANDKVALITETEN VED OLIEPRODUKTION
17/08/2023
1 element af Mediedækning
Presse/medie
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