Challenges and opportunities in carbon capture, utilization and storage: A process systems engineering perspective

MMF Hasan, MS Zantye, MK Kazi - Computers & Chemical Engineering, 2022 - Elsevier
Carbon capture, utilization, and storage (CCUS) is a promising pathway to decarbonize
fossil-based power and industrial sectors and is a bridging technology for a sustainable …

[HTML][HTML] Advances in machine learning-aided design of reinforced polymer composite and hybrid material systems

CE Okafor, S Iweriolor, OI Ani, S Ahmad, S Mehfuz… - Hybrid Advances, 2023 - Elsevier
Reinforced composite is a preferred choice of material for the design of industrial lightweight
structures. As of late, composite materials analysis and development utilizing machine …

Hot deformation behaviors of AZ91 magnesium alloy: Constitutive equation, ANN-based prediction, processing map and microstructure evolution

D Wang, Q Zhu, Z Wei, B Lin, Y Jing, Y Shi… - Journal of Alloys and …, 2022 - Elsevier
The hot deformation behavior in an AZ91 magnesium alloy was studied using Arrhenius
model and Back-Propagation Artificial Neural Network (BP-ANN) approaches. The hot …

Mechanical properties prediction of composite laminate with FEA and machine learning coupled method

C Zhang, Y Li, B Jiang, R Wang, Y Liu, L Jia - Composite Structures, 2022 - Elsevier
In order to predict mechanical properties of composite laminate, a method coupling finite
element analysis (FEA) and machine learning is established to analyze three examples of …

Multi-response optimization of crashworthy performance of perforated thin walled tubes

H Alshahrani, TA Sebaey… - Journal of …, 2023 - journals.sagepub.com
It is advised to add cuts as circular holes to constructions' walls for technical requirements
such as the assembly and to reduce the weight. Since these induced cutouts have a …

Crashworthiness design and optimization of bamboo-inspired tube with gradient multi-cells

J Xing, J Zhao, Q Niu, T Zhang, C Zhang, Y Zhang… - Thin-Walled …, 2023 - Elsevier
This study seeks to understand how bamboo maintains its stability while being lightweight
and flexible in strong winds, with the aim of applying the findings to develop an engineering …

[HTML][HTML] Lateral crashworthiness performance of CFRP/aluminum circular tubes with mesoscopic hybrid design

X Li, H Yang, H Lei, G Lu - Composites Part B: Engineering, 2023 - Elsevier
Thin-walled fiber-reinforced plastic (FRP)/metal hybrid tubes exhibit superior crashworthy
performance, which have shown promising prospect as collision-proof components to …

Prediction and optimization of the design decisions of liquid cooling systems of battery modules using artificial neural networks

E Bulut, Eİ Albak, G Sevilgen… - International Journal of …, 2022 - Wiley Online Library
Liquid cooling systems are effective for keeping the battery modules in the safe temperature
range. This study focuses on decreasing the power consumption of the pump without …

Meta-honeycomb sandwich tubes: designing, manufacturing, and crashworthiness performance

J Wu, X Chen, H Zhu, P Wang, F Jin, H Fan - Composites Science and …, 2023 - Elsevier
Sandwich tubes with meta-honeycomb core of zero Poisson's ratio were designed and
fabricated. The meta-honeycomb can realize free curl deformation of cylindrical surface …

Parametric analysis on explosion resistance of composite with finite element and artificial neural network

C Chen, M Li, Q Wang, R Guo, P Zhao… - Mechanics of Advanced …, 2024 - Taylor & Francis
To analyze the factors influencing the explosion resistance of composite laminates
subjected to explosive blasts in air, a finite element analysis (FEA) model was utilized. The …