STAFF PROFILE
Professor Pier Marzocca
Position:
Director, Sir Lawrence Wackett Aerospace Research Centre
College / Portfolio:
STEM College
School / Department:
STEM|Research & Innovation
Phone:
+61399256061
Email:
pier.marzocca@rmit.edu.au
Campus:
Bundoora East
Contact me about:
Research supervision
- Candon, M.,Levinski, O.,Ogawa, H.,Carrese, R.,Marzocca, P. (2022). A nonlinear signal processing framework for rapid identification and diagnosis of structural freeplay In: Mechanical Systems and Signal Processing, 163, 1 - 29
- Candon, M.,Esposito, M.,Fayek, H.,Levinski, O.,Koschel, S.,Joseph, N.,Carrese, R.,Marzocca, P. (2022). Advanced multi-input system identification for next generation aircraft loads monitoring using linear regression, neural networks and deep learning In: Mechanical Systems and Signal Processing, 171, 1 - 25
- Candon, M.,Fayek, H.,Koschel, S.,Levinski, O.,Marzocca, P. (2022). Recent Developments in the Implementation of a Bidirectional LSTM Deep Neural Network for Aircraft Operational Loads Monitoring In: Proceedings of the AIAA Scitech 2022 Forum, San Diego, California, United States, 3-7 January 2022
- Koschel, S.,Candon, M.,Fayek, H.,Marzocca, P.,Levinski, O. (2022). Data-Driven Flight Load Prediction using Modal Decomposition Techniques In: Proceedings of the AIAA Scitech 2022 Forum, San Diego, California, United States, 3-7 January 2022
- Chen, D.,Gu, C.,Marzocca, P.,Yang, J.,Pan, G. (2022). Dynamic modeling of rotating blades system based on transfer matrix method of multibody system In: Applied Mathematical Modelling, 105, 475 - 495
- Chen, D.,Gu, C.,Fang, K.,Guo, D.,Marzocca, P.,Yang, J. (2021). Vortex-induced vibration of a cylinder with nonlinear energy sink (NES) at low Reynolds number In: Nonlinear Dynamics, 104, 1937 - 1954
- Esposito, M.,Gherlone, M.,Marzocca, P. (2021). External loads identification and shape sensing on an aluminum wing box: An integrated approach In: Aerospace Science and Technology, 114, 1 - 16
- Baghdasaryan, G.,Mikilyan, M.,Vardanyan, I.,Melikyan, K.,Marzocca, P. (2021). Thermoelastic non-linear flutter oscillations of rectangular plate In: Journal of Thermal Stresses, 44, 731 - 754
- Chen, D.,Gu, C.,Zhang, R.,Liu, J.,Guo, D.,Marzocca, P. (2021). Vortex-induced vibrations of two degrees-of-freedom sprung cylinder with a rotational nonlinear energy sink: A numerical investigation In: Journal of Computational and Nonlinear Dynamics, 16, 1 - 15
- Gulrez, T.,Kekoc, V.,Verhagen, W.,Ong, J.,Williams, D.,Marzocca, P.,Mills, T. (2021). A physical load metric development for assessment of mixed reality in aircraft inspection tasks In: Proceedings of the19th Australian International Aerospace Congress (AIAC 2021), Melbourne, 29 November - 1 December 2021
- ENHANCED SOLUTIONS for BLENDED LEARNING in AVIATION TRAINING. Funded by: Spencer Foundation Small Grant 2018 onwards from (2023 to 2023)
- Vehicle NVH Mode Shape Classification Using Machine Learning. Funded by: Ford Motor Company Grant - Competitive from (2022 to 2024)
- Root cause identification and solution for the leaks in composite cases. Funded by: Thales Australia Ltd Contract from (2022 to 2022)
- Aircraft Structural Prognostics and Health Management for Australian Defence Force Sustainment (PhD student: Michael Scott). Funded by: Defence Science Institute Research Higher Degree Student Grant 2017 from (2022 to 2025)
- Development of Innovative High-Fidelity Platform for Structural Diagnostics and Prognostics. Funded by: Defence Science and Technology Group - Contract from (2021 to 2025)
Note: Supervision projects since 2004
22 PhD Current Supervisions5 PhD Completions and 3 Masters by Research Completions
Aeroelasticity, Flow-Structure-Interaction, Active/Passive Control, Structural dynamics, Aerodynamics, Solid/Fluid mechanics, UAV, Composite structures, Advanced materials and smart structures, Modelling and simulation, ROMs