Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Multilevel algorithms for complex system identification

2016/21/B/ST7/02284

Keywords:

system identification nonparametric methods Wiener-Hammerstein system multistage optimization decomposition and coordination

Descriptors:

  • ST7_1: Control engineering in automation and robotics
  • ST7_3: Simulation engineering and modelling
  • ST7_4: Micro- and nanosystems engineering

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Grzegorz Mzyk 

Number of co-investigators in the project: 4

Call: OPUS 11 - announced on 2016-03-15

Amount awarded: 327 600 PLN

Project start date (Y-m-d): 2017-02-10

Project end date (Y-m-d): 2021-02-09

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (4)
  • Articles in post-conference publications (7)
  • Book publications / chapters in book publications (2)
  1. Wiener system identification by input injection method
    Authors:
    Grzegorz Mzyk, Paweł Wachel
    Academic press:
    International Journal of Adaptive Control and Signal Processing (rok: 2020, tom: 1,42222222222222, strony: 1105-1119), Wydawca: John Wiley & Sons Ltd
    Status:
    Published
    DOI:
    10.1002/acs.3124 - link to the publication
  2. Kernel-based identification of Wiener-Hammerstein system
    Authors:
    Grzegorz Mzyk, Paweł Wachel
    Academic press:
    Automatica (rok: 2017, tom: 83, strony: 275-281), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.automatica.2017.06.038 - link to the publication
  3. Multi-level identification of Hammerstein-Wiener systems
    Authors:
    Grzegorz Mzyk, Marcin Biegański, Paweł Mielcarek
    Academic press:
    IFAC Papers Online (rok: 2019, tom: Vol. 52:29, strony: 174-179), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ifacol.2019.12.640 - link to the publication
  4. Kernel identification of non-linear systems with general structure
    Authors:
    Grzegorz Mzyk, Zygmunt Hasiewicz, Paweł Mielcarek
    Academic press:
    Algorithms (rok: 2020, tom: 0,55, strony: 1-16 (Article No. 328)), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/a13120328 - link to the publication
  1. Hybrid Identification of L-N-L and N-L-N Systems
    Authors:
    Grzegorz Mzyk
    Conference:
    American Control Coference 2018, Milwaukee, USA (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja 27-29 czerwca 2018
    Status:
    Published
  2. Identification of the Heating Process in Differential Scanning Calorimeter with the Use of Hammerstein Model
    Authors:
    Bartłomiej Kozdraś, Grzegorz Mzyk, Paweł Mielcarek
    Conference:
    21st International Carpathian Control Conference (rok: 2020, ), Wydawca: Slovak Society for Applied Cybernetics and Informatics
    Data:
    konferencja 27-29 maja 2020 roku
    Status:
    Published
  3. Efficient Computation of the Best Controls in Complex Systems under Global Constraints
    Authors:
    Grzegorz Mzyk
    Conference:
    16th International Conference on Dependability of Computer Systems, DepCoS 2021 (rok: 2021, ), Wydawca: Springer: Advances in Intelligent Systems and Computing
    Data:
    konferencja 28.06.2021-02.07.2021
    Status:
    Published
  4. Efficient identification of Hammerstein systems by two-level optimization with decomposition
    Authors:
    Grzegorz Mzyk
    Conference:
    23th IEEE International Conference on Methods and Models in Automation and Robotics, MMAR 2018, Międzyzdroje (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja 27-30 sierpnia 2018
    Status:
    Published
  5. Multistage identification of Wiener-Hammerstein system
    Authors:
    Zygmunt Hasiewicz, Paweł Wachel, Grzegorz Mzyk, Bartłomiej Kozdraś
    Conference:
    XIX Krajowa Konferencja Automatyki, Kraków (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 19-21 czerwca 2017
    Status:
    Published
  6. Multi-level identification of Hammerstein-Wiener (N-L-N) system in active experiment
    Authors:
    Marcin Biegański
    Conference:
    15th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2018, Porto, Portugal (rok: 2018, ), Wydawca: SCITEPRESS, cop. 2018
    Data:
    konferencja 29-31 lipca 2018
    Status:
    Published
  7. Multistage identification of an N-L-N Hammerstein-Wiener system
    Authors:
    Grzegorz Mzyk, Marcin Biegański, Bartłomiej Kozdraś
    Conference:
    22th IEEE International Conference on Methods and Models in Automation and Robotics, MMAR 2017, Międzyzdroje (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 28-31 sierpnia 2017
    Status:
    Published
  1. Two-Level Recursive Identification of Hammerstein System by Interaction Prediction Method
    Authors:
    Zygmunt Hasiewicz, Grzegorz Mzyk
    Book:
    Reliability and statistics in transportation and communication : selected papers from the 19th International Conference on Reliability and Statistics in Transportation and Communication (rok: 2020, tom: 117, strony: 119-129), Wydawca: Springer, Lecture Notes in Network and Systems
    Status:
    Published
  2. Multistage Hammerstein–Wiener system identification with the help of binary excitation
    Authors:
    Marcin Biegański, Grzegorz Mzyk
    Book:
    Reliability and statistics in transportation and communication : selected papers from the 17th International Conference on Reliability and Statistics in Transportation and Communication (rok: 2018, tom: vol. 36, strony: 476-484), Wydawca: Lecture Notes in Networks and Systems, Springer
    Status:
    Published

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