Ming Yang

Dr. Ming Yang

Tianjin Univercity
orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

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

Representative Publications

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27 January 2022 in IEEE/ASME Transactions on Mechatronics
Verified
Journal Article
Closed access
Ming YangMing Yang
Ming Yang
Yanhui WangYanhui Wang
Yanhui Wang
YLYan Liang
Yan Liang
CWCheng Wang
Cheng Wang
System design optimization of an underwater glider involves various disciplines, such as hydrodynamics, structure, sizing, control, power, payload, and trajectory, which overlap with each other and influence the endurance of the system. Compared with traditional optimization methods, multidisciplinary design optimization provides a more efficient method for complex engineering problems involving overlapping disciplines. This article establishes a universal disciplinary framework of an underwater glider after the system analysis, which involves five disciplines, including hydrodynamic shape, pressure hull, buoyancy, attitude, and energy. To decouple the relationship among these disciplines and improve the efficiency of optimization, approximate models in the disciplines of hydrodynamic shape and pressure hull are established. After the coupling analysis, a novel approach is proposed for the system design optimization of an underwater glider, in which the concurrent subspace optimization, penalty function method, and the multipopulation genetic algorithm are combined together. The approach proposed in this article can meet the diversified design requirements of underwater gliders in different observation missions, which is verified by a sea trial of an improved Petrel-L glider.

3 January 2023 in IEEE Transactions on Industrial Informatics
Verified
Journal Article
Closed access
Ming YangMing Yang
Ming Yang
Yanhui WangYanhui Wang
Yanhui Wang
CWCheng Wang
Cheng Wang
YLYan Liang
Yan Liang
Shaoqiong YangShaoqiong Yang
Shaoqiong Yang
SWShuxin WANG
Shuxin WANG
Underwater glider (UG) is the only marine equipment in the field of ocean observation that can realize unmanned autonomous, all-weather and wide-area continuous 3-D observation. The rapid individualized design (RID) and full lifecycle management (FLM) make two difficulties to be solved in the industrialization development of UGs since the UG system involves interdisciplinary multiphysics and there exists multisource uncertainties in complex ocean environment. With the application of new information technologies in industry, the above problems can be effectively solved by the digital twin (DT)-driven methodology. In this article, an architecture of DT-driven RID and FLM for UGs is first put forward based on our previous theoretical research and technique development. Then, the proposed architecture of DT-driven methodology is researched in detail in terms of its digital modeling, design optimization, virtual verification and practical application. Finally, Petrel developed by China is introduced, and a typical preliminary application of DT-driven methodology is presented based on petrel to verify its feasibility. The architecture proposed in this article is also appropriate for other types of autonomous underwater vehicles.
1

8 August 2022 in IEEE Journal of Oceanic Engineering
Verified
Journal Article
Closed access
Ming YangMing Yang
Ming Yang
Yanhui WangYanhui Wang
Yanhui Wang
XZXinhai Zhang
Xinhai Zhang
YLYan Liang
Yan Liang
CWCheng Wang
Cheng Wang
The hydrodynamic shape, which incorporates superior turning maneuverability and gliding stability, is an important factor for underwater gliders (UGs) to realize remarkable endurance. In this study, a six-DOF parameterized dynamic model of Petrel-L glider, involving the variables of wing location and stabilizer area, is established by importing the hydrodynamic coefficient approximate models of different hydrodynamic shapes. Based on the dynamic model, the analysis of turning maneuverability is carried out to summarize the effect of wing location and stabilizer area on the spiral motion pattern of UGs. Furthermore, the gliding stability is analyzed by importing the disturbances caused by the net buoyancy variation, corrosion of the pressure hull, and biofouling into the established dynamic model. The analysis results indicate that the spiral motion of UG in both positive and negative spiral patterns can be realized by adjusting the wing location and the stabilizer area. Finally, the positive spiral pattern is proved to have higher gliding stability and thus recommended for improving the endurance of UGs, which is featured by a larger stabilizer area and a proper wing location. The parameterized dynamic model, analysis method, and analysis results in this article provide references for other UGs.

22 December 2025 in IEEE/ASME Transactions on Mechatronics
Verified
Journal Article
Closed access
MLMing Liu
Ming Liu
WMWei Ma
Wei Ma
CWCheng Wang
Cheng Wang
PWPeng Wang
Peng Wang
Ming YangMing Yang
Ming Yang
Currently, underwater vehicles are playing an increasingly important role in ocean observation, and rapid vehicle design is required for the increasingly diversified missions. Hydrodynamic shape is a vital discipline in underwater vehicle design, which consists of many mutually coupled design parameters. In this article, a machine learning-enhanced rapid design method is proposed to design the hydrodynamic shapes for the establishment of underwater vehicle pedigrees. The framework of the method is introduced, and a case study is detailed for the shape design of the underwater glider (UG). The shape of UG is optimized following various criteria to validate the feasibility of replacing the traditional computational fluid dynamics method with the machine learning method. Finally, a circulating water channel test is performed to validate the accuracy of the hydrodynamic data, while sea trial data are adopted to verify the correctness of the dynamic model for motion performance evaluation. The design method proposed can largely shorten the design cycle of underwater vehicles, and the broad design space explored in the case study helps build the hydrodynamic database of traditional UG hulls, thereby promoting industrialization.

5 February 2026 in Science China Technological Sciences
Verified
Journal Article
Closed access
PDF file
ZWZhen Wang
Zhen Wang
Ming YangMing Yang
Ming Yang
GWGongbo Wang
Gongbo Wang
YLYexin Lian
Yexin Lian
YWYunfan Wang
Yunfan Wang

21 November 2024 in Ocean Engineering
Verified
Journal Article
Closed access
WHWei Han
Wei Han
Ming YangMing Yang
Ming Yang
CWCheng Wang
Cheng Wang
WNWendong Niu
Wendong Niu
SYShaoqiong Yang
Shaoqiong Yang