Curriculum Vitae

DR. SIOW PEI YI

Senior Lecturer
  • Department of Mechanical Engineering
    Faculty of Engineering

ACADEMIC QUALIFICATION

  • DOCTOR OF PHILOSOPHY, (Mekanikal)
    Universiti Malaya (UM)
  • BENG (MECHANICAL), (Kejuruteraan Mekanikal / Jentera)
    Universiti Malaya (UM)
  • SARJANA MUDA KEJURUTERAAN (MEKANIK) LULUS DENGAN KEPUJIAN (DENGAN CEMERLANG), (Mekanik)
    Universiti Malaya (UM)

PUBLICATIONS

Article in Journal
WoS
  1. Siow, Pei Yi; Ong, Zhi Chao; Khoo, Shin Yee; Lim, Kok-Sing (2023). Hybrid modal-machine learning damage identification approach for beam-like structures, JOURNAL OF VIBRATION AND CONTROL. . doi:10.1177/10775463231209008
  2. Siow, Pei Yi; Ong, Zhi Chao; Khoo, Shin Yee; Lim, Kok-Sing (2023). Noise robustness of an operational modal-based structural damage-detection scheme using impact-synchronous modal analysis, JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A. 24(9), 782-800. doi:10.1631/jzus.A2200620
  3. Siow, Pei Yi; Ong, Zhi Chao; Khoo, Shin Yee; Lim, Kok-Sing; Chew, Bee Teng (2023). Hybrid machine learning with mode shape assessment for damage identification of plates, SMART STRUCTURES AND SYSTEMS. 31(5), 485-500. doi:10.12989/sss.2023.31.5.485
  4. Gordan, Meisam; Siow, Pei Yi; Deifalla, Ahmed Farouk; Chao, Ong Zhi; Ismail, Zubaidah; Yee, Khoo Shin (2022). Implementation of a Secure Storage Using Blockchain for PCA-FRF Sensor Data of Plate-Like Structures, IEEE ACCESS. 10, 84837-84852. doi:10.1109/ACCESS.2022.3197776
  5. Siow, P. Y., Ong, Z. C., Khoo, S. Y., & Lim, K. S. (2021). Damage Sensitive PCA-FRF Feature in Unsupervised Machine Learning for Damage Detection of Plate-Like Structures. International Journal of Structural Stability and Dynamics, 21(2), 29. doi: 10.1142/s0219455421500280
Article in Proceeding
Scopus
  1. Siow P.Y., Ong Z.C., Chen S. (2023). Hybrid Modal-Machine Learning Approach for Structural Damage Diagnosis, Proceedings - 13th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2023. , 106-110. doi:10.1109/ICCSCE58721.2023.10237133

CONSULTANCY PROJECT

  • Kajian Fizikal Struktur Bangunan Blok Hospital Bersalin Di Hospital Kuala Lumpur (Hkl), Hospital Kuala Lumpur
    04 Sep 2023 - 10 Nov 2023 (National)

PAPER PRESENTED

ORAL PRESENTER
  1. Hybrid Modal-Machine Learning Approach for Structural Damage Diagnosis, 13th IEEE International Conference on Control System, Computing and Engineering, IEEE Control Systems Society (CSS), Malaysia Section Chapter (International) (25 Aug 2023 - 26 Aug 2023)

SUPERVISION

Postgraduate Student
  1. (2023) HYBRID DIGITAL TWIN-BASED STRUCTURAL DAMAGE IDENTIFICATION MODEL FOR PREDICTIVE MAINTENANCE 4.0, CHEAH BING ZHEN
  2. (2023) RESEARCH ON FAULT DIAGNOSIS METHODS OF WIND TURBINE GEAR TRANSMISSION SYSTEM BASED ON INTELLIGENT DIAGNOSIS, TENG WANG
  3. (2023) RESEARCH ON KEY COMPONENTS OF WIND TURBINE GEARBOXES BASED ON VIBRATION CHARACTERISTICS ANALYSIS AND DEEP LEARNING ALGORITHMS, TAO WANG

PATENT/IPR

  • Hybrid structural health monitoring scheme with damage identification through modal parameters and artificial intelligence methods
    PATENT