Review of neural network modeling of shape memory alloys

R Hmede, F Chapelle, Y Lapusta - Sensors, 2022 - mdpi.com
Shape memory materials are smart materials that stand out because of several remarkable
properties, including their shape memory effect. Shape memory alloys (SMAs) are largely …

Energy harvesting and dynamic response of SMA nano conical panels with nanocomposite piezoelectric patch under moving load

C Chu, MSH Al-Furjan, R Kolahchi - Engineering Structures, 2023 - Elsevier
Nowadays, the application of advanced and intelligent materials such as piezoelectric,
shape memory alloys (SMA), and multi-phase materials, are highly demanded, especially in …

Influence of active SMA fibre on deflection recovery characteristics of damaged laminated composite theoretical and experimental analysis

EK Kumar, SK Panda, SR Mahmoud, M Balubaid - Fibers and Polymers, 2023 - Springer
The finite element (FE) solutions of the smart (SMA: shape memory alloy fibre bonded)
composite with and without crack are computed in this research. The structural model is …

Stiffness enhancement methods for thin-walled aircraft structures: A review

R Ren, X Ma, H Yue, F Yang, Y Lu - Thin-Walled Structures, 2024 - Elsevier
The rapid development of next-generation spacecraft technology has placed increasingly
stringent requirements on the lightweight level of structural components. As a result, many …

Actuation performance of machined helical springs from NiTi shape memory alloy

J Wang, B Huang, X Gu, J Zhu, W Zhang - International Journal of …, 2022 - Elsevier
Machined helical springs were designed and fabricated from NiTi shape memory alloy tube
stock by cutting helical slots to make the coils, which provided them with high design …

[HTML][HTML] Designing a Robotic Gripper Based on the Actuating Capacity of NiTi-Based Shape Memory Wires

AP Teodoriu, B Pricop, NM Lohan, M Popa… - Actuators, 2024 - mdpi.com
In the present study, the capacity of two commercial NiTi and NiTiCu shape memory alloy
(SMA) wires to develop work-generating (WG) and constrained-recovery (CR) shape …

Joule heating activation of 4D printed conductive PLA actuators

YC Lee, YS Alshebly, M Nafea - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Four-dimensional (4D) printed structures have great potential to be deployed in various
sectors, such as industrial and biomedical applications. The high complexity allowed by …

Optimal design of vibration resistance of fiber-reinforced composite sandwich plates embedded in a viscoelastic square honeycomb core

J Cao, H Li, H Wang, H Zhang, H Cao, X Wang… - Applied Mathematical …, 2025 - Elsevier
This work focuses on investigating the optimal design of composite sandwich plates
(FCSPs) with a viscoelastic square honeycomb core (VSHC). Firstly, using the cross-fill …

Intelligent Optimization of Particle-Jamming-Based Variable Stiffness Module Design Using a Grey-box Model Based on Virtual Work Principle

H Huang, Z Shi, Z Liu, T Wang, C Liu - Journal of Bionic Engineering, 2024 - Springer
Soft grippers are favored for handling delicate objects due to their compliance but often have
lower load capacities compared to rigid ones. Variable Stiffness Module (VSM) offer a …

Static Bending, Vibration, and Buckling Responses of a Sandwich Beam Composed of Five Layers Considering Honeycomb Core and CNTRC with SMA Particles and …

M Asgari, M Mohammadimehr… - Mechanics of …, 2025 - macs.semnan.ac.ir
The novelty and main contributions of this research are to investigate simultaneously static
bending, free vibration, and buckling responses of a sandwich beam composed of a five …