[HTML][HTML] Physics-Informed deep Autoencoder for fault detection in New-Design systems

C Lai, P Baraldi, E Zio - Mechanical Systems and Signal Processing, 2024 - Elsevier
The industrial application of data-driven methods for fault detection of new-design systems is
limited by the inevitable scarcity of real data. Physics-Informed Neural Networks (PINNs) can …

A digital twin framework for aircraft hydraulic systems failure detection using machine learning techniques

F Kosova, HO Unver - Proceedings of the Institution of …, 2023 - journals.sagepub.com
Since the last decade, aircraft systems, such as flight control and landing gear, have been
requiring increasing power, and consequently, the complexity of hydraulic aircraft systems …

[HTML][HTML] A Preliminary Experimental Study on the Effects of Wear on the Torsional Stiffness of Strain Wave Gears

A Raviola, A De Martin, M Sorli - Actuators, 2022 - mdpi.com
Strain wave gears, also known as harmonic drives, are employed in a wide range of fields
such as robotics and aerospace, where light weights, precision, and reliability are essential …

Development of a High-Performance Low-Weight Hydraulic Damper for Active Vibration Control of the Main Rotor on Helicopters—Part 1: Design and Mathematical …

AC Bertolino, M Gaidano, S Smorto, PG Porro, M Sorli - Aerospace, 2023 - mdpi.com
The helicopter vibrations generated by the main rotor/gearbox assembly are the principal
cause of damage to cockpit instruments and discomfort of the crew in terms of cabin noise …

[HTML][HTML] Modelling Internal Leakage in the Automatic Transmission Electro-Hydraulic Controller, Taking into Account Operating Conditions

T Dziubak, P Szczepaniak - Energies, 2023 - mdpi.com
The basic malfunction of automatic transmissions (ATs) is oil flow through hydraulic
precision pair clearances called an “internal leakage”, leading to difficulties in controlling the …

[HTML][HTML] Development of a High-Performance Low-Weight Hydraulic Damper for Active Vibration Control of the Main Rotor on Helicopters—Part 2: Preliminary …

AC Bertolino, M Gaidano, S Smorto, PG Porro, M Sorli - Aerospace, 2023 - mdpi.com
Vibrations generated by the main rotor-gearbox assembly in a helicopter are the principal
cause of damage to cockpit instruments and crew discomfort in terms of cabin noise. The …

Aircraft hydraulic drive energy losses and operation delay associated with the pipeline and fitting connections

M Karpenko - Aviation, 2024 - aviation.vgtu.lt
Theoretical research on hydraulic processes occurring in aircraft hydraulic drives is
presented in the studies. Installation of angular fitting connections in aircraft pipeline …

Evaluation of Different PHM Strategies on the Performances of a Prognostic Framework for Electro-Hydraulic Actuators for Stability Control Augmentation Systems

A De Martin, G Jacazio, M Sorli - Annual Conference of the …, 2022 - papers.phmsociety.org
Abstract Stability Control Augmentation Systems (SCAS) are widely adopted to enhance the
flight stability of rotary-wing aircraft operating in difficult aerodynamic conditions, such as low …

High Fidelity Modeling of Wear, Hysteresis, and Tooth Cracks in Strain Wave Gears for PHM Purposes

R Guida, AC Bertolino… - ASME …, 2023 - asmedigitalcollection.asme.org
Abstract Strain Wave Gears (SWGs) are widely used in aerospace and robotics for their high
reduction ratio, low backlash, and compact design. An important field in which they will be …

Derivation of the Exact Curvature Formulation for Gothic Arch Ball Screw Grooves

AC Bertolino, A De Martin… - ASME …, 2022 - asmedigitalcollection.asme.org
No exact formulations are present in literature to calculate the principal curvatures of the ball
screw grooves, while approximate equations are commonly adopted due to their simplicity …