Jiaxia Wang

Dr. Jiaxia Wang

orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 June 2020 in Physics of Fluids
Verified
Journal Article
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JWJiaxia Wang
Jiaxia Wang
Kun LiuKun Liu
Kun Liu
SYShijie Yuan
Shijie Yuan
MJMingzuo Jiang
Mingzuo Jiang
ZWZili Wang
Zili Wang
The dynamics of a spark-generated bubble (a discharge short circuit) generated in proximity to a stationary air bubble attached to a plate is experimentally investigated by high-speed photography. Numerous interesting and complex interactions occur during the two bubble coupling pulsation owing to the deformation properties or “free surface” characteristics supplied to the plate by the attached air bubble. Complex bubble jetting behaviors, such as bubble splitting, jets away from the plate, variable directional jets, and multidirectional jets are observed. Passive pulsation of the air bubble is observed in response to the spark bubble. Moreover, five types of bubble behaviors are summarized: bubble coalescence, the air bubble skirt phenomenon, the “mountain”-shaped bubble, and the “cup cover”-shaped air bubble with or without splitting. To develop a better understanding of the coupling interactions between the two bubbles during their oscillations, four types of bubble volume–time curves are summarized using the image outline identification code established to obtain information regarding the bubble shape. The complex phenomena during the two-bubble interactions, such as the bubble jetting direction, air bubble shapes, and volume–time curves, are summarized as graphs and are highly dependent on the bubble size ratio, dimensionless cavitation bubble oscillation time, and initial displacement parameter.

1 September 2021 in Ocean Engineering
Verified
Journal Article
Closed access
JWJiaxia Wang
Jiaxia Wang
XWXiaohu Wen
Xiaohu Wen
KLKun Liu
Kun Liu
MJMingzuo Jiang
Mingzuo Jiang
ZWZili Wang
Zili Wang

Verified
Journal Article
Open access
PDF file
WQWeijian Qiu
Weijian Qiu
Kun LiuKun Liu
Kun Liu
HLHewei Liu
Hewei Liu
SZShuai Zong
Shuai Zong
JWJiaxia Wang
Jiaxia Wang
ZGZhenguo Gao
Zhenguo Gao
Numerous collision conditions can occur during ship operations, resulting in various consequences that require specific consideration for optimizing crashworthiness design. Existing studies have investigated crashworthiness design in ship structures; however, they often focus on single working conditions and do not comprehensively consider the diverse scenarios encountered during ship operations. To overcome this drawback, this paper proposes a novel method that addresses multi-working conditions and combines orthogonal testing with a backpropagation neural network (BPNN) to establish an efficient surrogate model for collision optimization. The accuracy of the BPNN was improved by introducing the genetic algorithm and Adam algorithm. The technique for order preference by similarity to ideal solution (TOPSIS) is introduced to formulate a multi-working condition optimization function. The crashworthiness of the ship structure is optimized using the sparrow search algorithm (SSA) while considering the constraint of lightweight design. The results demonstrate a substantial reduction in the objective functions for the optimized collision conditions. Moreover, the BPNN predicted values are in good agreement with the finite element simulation results, affirming the effectiveness of the proposed method in improving the crashworthiness of the ship structure and providing valuable guidance for engineering design.

Verified
Journal Article
Open access
PDF file
SZShuai Zong
Shuai Zong
Kun LiuKun Liu
Kun Liu
WQWeijian Qiu
Weijian Qiu
ZGZhenguo Gao
Zhenguo Gao
JWJiaxia Wang
Jiaxia Wang
Investigating the loss of integrity (E) in cabin walls and decks, as well as the role of insulation capabilities, holds significant implications for preventing serious human, economic and environmental damage caused by the ignition of cabins in ships and ocean platforms due to fires and explosions. In this study, the fire resistance of A-60 class ship bulkheads and decks was evaluated through two groups of standard fire resistance tests. In the first test, the steel structure side of the bulkhead was exposed to the fire, while in the second test, the mineral wool and L-shaped stiffeners side of the deck was exposed to the fire. Numerical material models for steel and mineral wool were established based on standards, and the temperature distribution and structural deformation were simulated using Abaqus. The results showed a good correlation with the experimental data. The maximum and average temperature increases on the unheated surface of the bulkhead during the standard fire resistance test were 158 °C and 136 °C, respectively. The corresponding values for the deck were 176 °C and 138 °C. Upon the conclusion of the experiment, the maximum displacement deformation in the direction towards the furnace from the center of the cabin wall was 54 mm, and from the center of the deck, the maximum displacement deformation towards the furnace was 28 mm. This research can provide guidance for the design of fire-resistant ship compartment structures.

28 June 2024 in Ocean Engineering
Verified
Journal Article
Closed access
JWJiaxia Wang
Jiaxia Wang
ZZZiyang Zhang
Ziyang Zhang
KLKun Liu
Kun Liu
JYJunjie Yang
Junjie Yang
ZWZili Wang
Zili Wang

11 November 2022 in Metals
Verified
Journal Article
Open access
PDF file
Kun LiuKun Liu
Kun Liu
HLHewei Liu
Hewei Liu
YLYao Li
Yao Li
ZWZeping Wang
Zeping Wang
JWJiaxia Wang
Jiaxia Wang
The metal sandwich structure is characterized by light weight, high stiffness, and high-impact energy absorption capacity, which is considered a good alternative protective structure in explosion scenarios. In this paper, four design forms of the metal sandwich structure are introduced, and the dynamic response of the metal sandwich structure under explosion load is researched. Then, a new analytical method is proposed to predict the dynamic response of the metal sandwich structure under explosion load, and numerical simulations are carried out to verify the accuracy of the proposed analysis method. The proposed analytical method is designed for aerial explosions without considering the fluid–structure interaction. In addition, a series of parameter studies are carried out, including the influence of the face sheet aspect ratio, the core height, and the thickness of the face sheet and core on the dynamic response of the sandwich structure under explosion load. The research in this paper has reference value for the anti-explosion design of the metal sandwich structure and will provide a useful reference for the design and optimization of the metal sandwich structure.