Strategies towards a more sustainable aviation: A systematic review
F Afonso, M Sohst, CMA Diogo, SS Rodrigues… - Progress in Aerospace …, 2023 - Elsevier
As climate change is exacerbated and existing resources are depleted, the need for
sustainable industries becomes ever so important. Aviation is not an exception. Despite the …
sustainable industries becomes ever so important. Aviation is not an exception. Despite the …
[HTML][HTML] Digital twin-driven machine condition monitoring: A literature review
H Liu, M Xia, D Williams, J Sun, H Yan - Journal of Sensors, 2022 - hindawi.com
Digital twin (DT), aiming to characterise behaviors of physical entities by leveraging the
virtual replica in real time, is an emerging technology and paradigm at the forefront of the …
virtual replica in real time, is an emerging technology and paradigm at the forefront of the …
Few-shot structural repair decision of civil aircraft based on deep meta-learning
C Che, H Wang, X Ni, M Xiong - Engineering Applications of Artificial …, 2023 - Elsevier
To solve the difficulties in extracting general features of few-shot high-dimensional structural
health monitoring data and making accurate repair decision, a civil aircraft structural repair …
health monitoring data and making accurate repair decision, a civil aircraft structural repair …
Model of aircraft maintenance repair and overhaul using artificial neural networks
B Safoklov, D Prokopenko, Y Deniskin… - Transportation Research …, 2022 - Elsevier
The paper presents a designed model of maintenance repair and overhaul (MRO) of an
aircraft with a predictive maintenance unit. The use of an artificial neural network is provided …
aircraft with a predictive maintenance unit. The use of an artificial neural network is provided …
Towards data-driven modeling for complex contact phenomena via self-optimized artificial neural network methodology
In recent years, various physics-based contact force models have been proposed for
describing contact/impact phenomena in different engineering domains. However …
describing contact/impact phenomena in different engineering domains. However …
Data-driven modeling for complex contacting phenomena via improved neural networks considering link switches
J Ma, J Wang, J Peng, L Yin, S Dong, J Tang - Mechanism and Machine …, 2024 - Elsevier
Recent years saw tremendous developments of data-driven modeling in various
engineering fields. As for the contact modeling between complex surfaces, the utilization of …
engineering fields. As for the contact modeling between complex surfaces, the utilization of …
Solving elastodynamics via physics-informed neural network frequency domain method
Despite the fact that physics-informed neural networks (PINN) have been developed rapidly
in recent years, their inherent spectral bias makes it difficult to approximate multi-frequency …
in recent years, their inherent spectral bias makes it difficult to approximate multi-frequency …
Digital twin modeling for structural strength monitoring via transfer learning-based multi-source data fusion
Experimental measurement and numerical simulation are two typical methods to monitor the
strength variation of structures. However, the former method is difficult to lay sufficient …
strength variation of structures. However, the former method is difficult to lay sufficient …
[HTML][HTML] Digital twins for aircraft maintenance and operation: A systematic literature review and an IoT-enabled modular architecture
Thanks to the rapid growth of the Industry 4.0 domain and the innovations brought by the
Internet of Things paradigm, Digital Twins (DT) are increasingly gaining momentum in our …
Internet of Things paradigm, Digital Twins (DT) are increasingly gaining momentum in our …
Real-time parameter identification method for a novel blended-wing-body tiltrotor UAV
Y Xu, X Wang, J Zhang - Measurement, 2022 - Elsevier
An accurate aircraft dynamic model is essential for the flight control system design and flight
characteristic analysis of tiltrotor unmanned aerial vehicle (UAV). The unique aerodynamic …
characteristic analysis of tiltrotor unmanned aerial vehicle (UAV). The unique aerodynamic …