An Instantaneous Engine Speed Estimation Method Using Multiple Matching Synchrosqueezing Transform - Publikacja - MOST Wiedzy

Wyszukiwarka

An Instantaneous Engine Speed Estimation Method Using Multiple Matching Synchrosqueezing Transform

Abstrakt

Instantaneous rotational speed measurement of the engine is crucial in routine inspection and maintenance of an automobile engine. Since the contact measurement of rotational speed is not always available, the vibration measurement has been used for noncontact rotational speed estimation methods. Unfortunately, the accuracy of the noncontact estimation methods by analyzing engine vibration frequency is not satisfactory due to the influence of noise and the strong nonstationary characteristic of the vibration signal. To overcome these problems, based on the multiple matching synchrosqueezing transform (MSST) (MMSST, improved MSST with multiple squeeze operations), a novel noncontact method is proposed to accurately estimate the instantaneous rotational speed of automobile engine in this paper. Firstly, a MMSST is proposed to process the vibration signal to obtain a concentrated time-frequency (TF) representation. Secondly, the instantaneous frequency (IF) detection algorithm is employed to extract the fundamental frequency from the TF result. Finally, the rotational speed of the engine is calculated according to the relationship between the fundamental frequency and rotational speed. Results from numerical simulations and test on real engine have proven that the proposed method can obtain much higher frequency resolution and more precise IF estimation of the engine vibration signal and more accurate rotational speed estimation result compared with the MSST method. Furthermore, the proposed method is verified to have a stronger noise robustness and can provide satisfactory estimation results for engine vibration signal containing nonlinear frequency-modulated components.

Cytowania

  • 0

    CrossRef

  • 0

    Web of Science

  • 1

    Scopus

Autorzy (6)

Cytuj jako

Pełna treść

pobierz publikację
pobrano 70 razy
Wersja publikacji
Accepted albo Published Version
Licencja
Creative Commons: CC-BY otwiera się w nowej karcie

Słowa kluczowe

Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
artykuły w czasopismach
Opublikowano w:
Journal of Sensors nr 2021, strony 1 - 11,
ISSN: 1687-725X
Język:
angielski
Rok wydania:
2021
Opis bibliograficzny:
Liu Y., Wen H., Ding Z., Xu L., Chen H., Smulko J.: An Instantaneous Engine Speed Estimation Method Using Multiple Matching Synchrosqueezing Transform// Journal of Sensors -Vol. 2021,iss. ID 6650432 (2021), s.1-11
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1155/2021/6650432
Weryfikacja:
Politechnika Gdańska

wyświetlono 99 razy

Publikacje, które mogą cię zainteresować

Meta Tagi