Takagi-Sugeno Fuzzy Model of Dissolved Oxygen Concentration Dynamics in a Bioreactor at WWTP - Publikacja - MOST Wiedzy

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Takagi-Sugeno Fuzzy Model of Dissolved Oxygen Concentration Dynamics in a Bioreactor at WWTP

Abstrakt

The importance of dissolved oxygen concentration controlinaerationtanksofabioreactoratflow-throughwastewater treatment plant (WWTP) can easily be justified by technological requirements as well as simple economics. Firstly, appropriate levels of dissolved oxygen concentration are essential for the vitality of microorganisms that comprise the bioreactor. Secondly, the costs of dissolved oxygen concentration control related to the blower station operation constitute up to 75% of the plantwide electric bill. This paper addresses a problem of Takagi– Sugeno fuzzy model identification of dissolved oxygen dynamics (aeration process) for control design purposes. In the proposed approach the fuzzy partitions and the corresponding fuzzy sets are identified based on the knowledge of the process. Local (regional) model structure is obtained based on a larger wellestablished cognitive model from which a well-defined parameter set follows. Thereafter, a parameter identification is performed. A case study example of a bioreactor at Kartuzy WWTP illustrates the workflow of the proposed identification algorithm.

Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
materiały konferencyjne indeksowane w Web of Science
Tytuł wydania:
22nd International Conference on Methods and Models in Automation and Robotics – MMAR 2017 strony 1051 - 1056
Język:
angielski
Rok wydania:
2017
Opis bibliograficzny:
Zubowicz T., Duzinkiewicz K., Piotrowski R..: Takagi-Sugeno Fuzzy Model of Dissolved Oxygen Concentration Dynamics in a Bioreactor at WWTP, W: 22nd International Conference on Methods and Models in Automation and Robotics – MMAR 2017, 2017, IEEE,.
Weryfikacja:
Politechnika Gdańska

wyświetlono 9 razy

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