3,525 results on '"underwater vehicle"'
Search Results
2. Investigation of the Interaction Between the Free Surface and A Semi/Shallowly Submerged Underwater Vehicle.
- Author
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Zhu, Xin-yao, Han, Yue, Yang, Pu, and Zhang, Dai-yu
- Abstract
The present study aims to investigate the interaction between the free surface and a semi/shallowly submerged underwater vehicle, especially when the submergence depth h is smaller than 0.75D (D: submarine maximum diameter). In this respect, the straight-ahead simulations of the generic SUBOFF underwater vehicle geometry are conducted with constant forward velocities using the Unsteady Reynolds-Averaged Navier–Stokes (URANS) equations with a Shear-Stress Transport (SST) k−ω turbulence model in commercial code Fluent, at submergence depths and Froude numbers ranging from h = 0 to h = 3.3D and from Fn = 0.205 to Fn = 0.512, respectively. The numerical models are verified against the existing experimental data. The analysis of the obtained results indicates that in the case of the semi and shallowly submerged underwater vehicle (UV), both the submergence depth and forward velocity have a great effect on the behaviors of hydrodynamic forces acting on the UV. The magnitude of maximum total resistance may reach almost five times the value of resistance exerted on the totally submerged hull. Both the forces acting on the UV and the generated waves when the submergence depth h is smaller than 0.75D are significantly different from those whenr h is larger than 0.75D. The conclusions can be used as reference for future research on near free surface motions of underwater vehicles and the design of small water-plane area twin hull. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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3. Hydrodynamic and kinematic characteristics of high-speed inclined water-exit process in wave environment
- Author
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LI Runze, ZHANG Qinghui, WANG Chao, LIU Yongfeng, LI Zhuoyue, and DU Peng
- Subjects
underwater vehicle ,water-exit ,wave ,numerical simulation ,hydrodynamics ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
Aiming at the process of underwater vehicle crossing the water-air interface based on the computational fluid dynamics(CFD) method, integrating the volume of fluid(VOF) and dynamic fluid body interaction(DFBI) models, a numerical simulation method for the trans-media process in a wave environment was studied. The motion simulation method of underwater vehicle under the action of complex fluid environment was established. The simulation of the water-exit process of the underwater vehicle in a wave environment has been realized. The accuracy verification of the wave-making and trans-media processes has been completed. The hydrodynamic and kinematic characteristics of the vehicle during the water-exit process have been obtained. The influences of the wave phase and velocity on the force and motion characteristics of the underwater vehicle were obtained, which provides technical support for designing the unmanned vehicles.
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- 2024
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4. On the Development of an Acoustic Image Dataset for Unexploded Ordnance Classification Using Front-Looking Sonar and Transfer Learning Methods.
- Author
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Ściegienka, Piotr and Blachnik, Marcin
- Subjects
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MACHINE learning , *ACOUSTIC imaging , *TRANSFORMER models , *IMAGE recognition (Computer vision) , *DIGITAL twins - Abstract
This research aimed to develop a dataset of acoustic images recorded by a forward-looking sonar mounted on an underwater vehicle, enabling the classification of unexploded ordnances (UXOs) and objects other than unexploded ordnance (nonUXOs). The dataset was obtained using digital twin simulations performed in the Gazebo environment utilizing plugins developed within the DAVE project. It consists of 69,444 sample images of 512 × 399 resolution organized in two classes annotated as UXO and nonUXO. The obtained dataset was then evaluated by state-of-the-art image classification methods using off-the-shelf models and transfer learning techniques. The research included VGG16, ResNet34, ResNet50, ViT, RegNet, and Swin Transformer. Its goal was to define a base rate for the development of other specialized machine learning models. Neural network experiments comprised two stages—pre-training of only the final layers and pre-training of the entire network. The experiments revealed that to obtain high accuracy, it is required to pre-train the entire network, under which condition, all the models achieved comparable performance, reaching 98% balanced accuracy. Surprisingly, the highest accuracy was obtained by the VGG model. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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5. Research on hydrodynamic forces prediction of underwater vehicle based on Co-Kriging model.
- Author
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Qi, Bo, Cheng, Xide, and Han, Kunyu
- Subjects
- *
COMPUTATIONAL fluid dynamics , *PREDICTION models , *SUBMERSIBLES , *FORECASTING - Abstract
To enhance the accuracy of hydrodynamic forces predictions for underwater vehicle within certain resource constraints, this study integrates high and low-fidelity samples using the Co-Kriging method, combined with an expected improvement (EI) sequential infill criterion to construct a hydrodynamic forces prediction model. Different grid densities of computational fluid dynamics (CFD) calculations are used to distinguish high and low-fidelity samples. Taking the Joubert BB2 underwater vehicle as the research object, hydrodynamic forces predictions are conducted for various angles of attack and speeds. The effectiveness of the EI infill criterion in improving model prediction accuracy is validated. Furthermore, compared to the traditional Kriging model under the same computational resources, the Co-Kriging method, which integrates high and low-fidelity samples, significantly outperforms the Kriging model constructed solely from high or low-fidelity samples in overall prediction accuracy for underwater vehicle hydrodynamic forces. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. Optimisation of an underwater vehicle rotary docking skirt structure.
- Author
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Liu, Feng and Tian, Zhen
- Subjects
SUBMERSIBLES ,INTEGRATED software ,VEHICLE models ,SENSITIVITY analysis ,SKIRTS - Abstract
This paper presents a comprehensive procedure for the parametric design and analysis of a underwater vehicle rotary docking skirt (RDS) structure. Different types of software were integrated to improve the design efficiency, and different techniques were used to establish an approximate model of the RDS structure with high fitting accuracy. Nondominated sorting genetic algorithm II (NSGA-II) was improved by dynamic adjustment of the population size according to the number of iterations and new crossover and mutation operations (i.e. INSGA-II), which was then applied to a multi-objective optimisation model of the RDS structure. A Pareto solution set was obtained, and a sensitivity analysis was performed on the design variables and objective functions of four representative optimisation schemes. These results can be used to provide a richer selection for designers to reference when designing RDS structures. Abbreviations: RDS; Rotary docking skirt; NSGA-II; Nondominated sorting genetic algorithm II [ABSTRACT FROM AUTHOR]
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- 2024
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7. Advanced Capacitor-Based Battery Equalizer for Underwater Vehicles.
- Author
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Ho, Kun-Che
- Subjects
BATTERY storage plants ,REMOTE submersibles ,BATTERY management systems ,GALVANIC isolation ,UNDERWATER exploration - Abstract
As maritime technology advances, exploration of the oceans has progressively moved from surface exploration to underwater ventures. Unmanned underwater vehicles (UUVs), now prevalent for such exploration, effectively reduce human labor and lower operational costs. These vehicles rely on an internal Battery Storage System (BSS) that sustains device operation by extending operational duration and providing stable voltage. Typically arranged in series, BSSs face challenges due to differences in the chemical characteristics of individual batteries, which lead to discrepancies in battery voltages and cause imbalances during charge and discharge cycles. This results in varied utilization rates among the batteries and uneven aging of the battery pack, potentially decreasing operational efficiency and increasing failure rates, thus reducing reliability and safety. Considering the harsh environmental conditions and maintenance difficulties associated with underwater operations, this paper proposes a robust solution: a balancing system featuring a modular switch with electrical isolation. Through theoretical analysis and circuit simulation, this study constructs and tests a novel prototype of a capacitor-based equalizer circuit with electrical isolation, verifying its feasibility. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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8. Multidisciplinary Design Optimization of Underwater Vehicles Based on a Combined Proxy Model.
- Author
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Sun, Shaojun and Luo, Weilin
- Subjects
COMPUTATIONAL fluid dynamics ,ENERGY consumption ,UNDERWATER navigation ,CONSUMPTION (Economics) ,DYNAMIC models ,SUBMERSIBLES - Abstract
To improve the efficiency of the multidisciplinary design optimization of underwater vehicles, this paper proposes a combined proxy model with adaptive dynamic sampling. The radial basis function model (RBF), Kriging model, and polynomial response surface model (PRS) are used to construct the proxy model. Efficient sample points are collected based on the synthetic minority oversampling technique (SMOTE) algorithm and the lower confidence bound (LCB) criterion. The proxy model process is integrated after dynamic sampling. The collaborative optimization framework is used, which considers the coupling between the main system set and the subsystem set. The hierarchical analysis method is used to transform the multidisciplinary optimization problem into a single-objective optimization problem. Computational fluid dynamics (CFD) numerical simulation is utilized to simulate underwater submarine navigation. The optimization strategy is applied to the underwater vehicle SUBOFF to optimize resistance and energy consumption. Three dynamic proxy models and three static proxy models are compared. The results show that the optimization efficiency of the underwater vehicle has been improved. To prove the generalization performance of the proposed combined proxy model, a reducer example is investigated for comparison. The results show that the combined proxy model (CPM) is highly accurate and has excellent generalization performance. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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- View/download PDF
9. Design of Active Disturbance Rejection Control for an Underwater Vehicle
- Author
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Yue, Lingwei, Zhao, Changjian, Song, Zhiguo, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Tan, Kay Chen, Series Editor, Jia, Yingmin, editor, Zhang, Weicun, editor, Fu, Yongling, editor, and Yang, Huihua, editor
- Published
- 2024
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10. Realization of key navigation parameters display and control software for underwater vehicle
- Author
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Xue, Ting, Deng, Leilei, Xu, Ji, Luo, Jinwang, Chan, Albert P. C., Series Editor, Hong, Wei-Chiang, Series Editor, Mellal, Mohamed Arezki, Series Editor, Narayanan, Ramadas, Series Editor, Nguyen, Quang Ngoc, Series Editor, Ong, Hwai Chyuan, Series Editor, Sachsenmeier, Peter, Series Editor, Sun, Zaicheng, Series Editor, Ullah, Sharif, Series Editor, Wu, Junwei, Series Editor, Zhang, Wei, Series Editor, Zhang, Kun, editor, Luo, Hang, editor, Yao, Tang, editor, and Li, Hongbo, editor
- Published
- 2024
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11. Autonomous Underwater Vehicle Localization and Map Building Based SVSF Using Smoothing Boundary Layer Width
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Demim, Fethi, Bouzerzour, Hamza, Rouigueb, Abdenebi, Benghezal, Amar, Allam, Ahmed, Nemra, Abdelkrim, Gauiatni, Mohamed, Kobzili, Elhaouari, Bazoula, Abdelouahab, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Tan, Kay Chen, Series Editor, Ziani, Salim, editor, Chadli, Mohammed, editor, Bououden, Sofiane, editor, and Zelinka, Ivan, editor
- Published
- 2024
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12. Kinematics Analysis of Vehicle-Parallel Manipulator System Based on Delta Robot
- Author
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Xu, Zhihao, Chang, Zongyu, Zhong, Jun, Wang, Haibo, Ceccarelli, Marco, Series Editor, Corves, Burkhard, Advisory Editor, Glazunov, Victor, Advisory Editor, Hernández, Alfonso, Advisory Editor, Huang, Tian, Advisory Editor, Jauregui Correa, Juan Carlos, Advisory Editor, Takeda, Yukio, Advisory Editor, Agrawal, Sunil K., Advisory Editor, Tan, Jianrong, editor, Liu, Yu, editor, Huang, Hong-Zhong, editor, Yu, Jingjun, editor, and Wang, Zequn, editor
- Published
- 2024
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13. Method of Visual Formation Control for Large Group of AUV in Environment with Obstacles
- Author
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Vladimir, Filaretov, Dmitry, Yukhimets, Vitaly, Oseledets, Yuan, Changan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Huang, De-Shuang, editor, Premaratne, Prashan, editor, and Yuan, Changan, editor
- Published
- 2024
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14. Search for Universal Minimum Drag Resistance Underwater Vehicle Hull Using CFD
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Vardhan, Harsh, Sztipanovits, Janos, Ceccarelli, Marco, Series Editor, Agrawal, Sunil K., Advisory Editor, Corves, Burkhard, Advisory Editor, Glazunov, Victor, Advisory Editor, Hernández, Alfonso, Advisory Editor, Huang, Tian, Advisory Editor, Jauregui Correa, Juan Carlos, Advisory Editor, Takeda, Yukio, Advisory Editor, and Li, Shaofan, editor
- Published
- 2024
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15. An Underwater Passive Electric Field Positioning Method Based on Scalar Potential.
- Author
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Zhang, Yi, Chen, Cong, Sun, Jiaqing, Qiu, Mingjie, and Wu, Xu
- Subjects
- *
ELECTRIC fields , *DIFFERENTIAL evolution , *SUBMERSIBLES , *UNDERWATER acoustics , *SENSOR arrays , *MATHEMATICAL models - Abstract
In order to fulfill the practical application demands of precisely localizing underwater vehicles using passive electric field localization technology, we propose a scalar-potential-based method for the passive electric field localization of underwater vehicles. This method is grounded on an intelligent differential evolution algorithm and is particularly suited for use in three-layer and stratified oceanic environments. Firstly, based on the potential distribution law of constant current elements in a three-layer parallel stratified ocean environment, the mathematical positioning model is established using the mirror method. Secondly, the differential evolution (DE) algorithm is enhanced with a parameter-adaptive strategy and a boundary mutation processing mechanism to optimize the key objective function in the positioning problem. Additionally, the simulation experiments of the current element in the layered model prove the effectiveness of the proposed positioning method and show that it has no special requirements for the sensor measurement array, but the large range and moderate number of sensors are beneficial to improve the positioning effect. Finally, the laboratory experiments on the positioning method proposed in this paper, involving underwater simulated current elements and underwater vehicle tracks, were carried out successfully. The results indicate that the positioning method proposed in this paper can achieve the performance requirements of independent initial value, strong anti-noise capabilities, rapid positioning speed, easy implementation, and suitability in shallow sea environments. These findings suggest a promising practical application potential for the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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16. Localizing an underwater sensor node using sonar and establishing underwater wireless optical communication for data transfer applications.
- Author
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Aravind, Jinka Venkata and Prince, Shanthi
- Subjects
- *
OPTICAL communications , *WIRELESS communications , *DATA transmission systems , *SONAR , *MARINE engineering , *UNDERWATER exploration - Abstract
Locating an underwater sensor node over the seabed and acquiring fast, secure data communication between the node and an underwater vehicle could lead to advancements in underwater exploration and marine technology. Currently, the seabed is extensively mapped using multibeam sonar modules, providing detailed information about the bed. Because of its high computational requirements and cost, multibeam sonar is not suitable for this application. The aim of this article is to deploy an experimental setup with a single-beam sonar to localize the node, and then, establish a communication link. The single beam sonar has a 30° beamwidth, which can be improvised to have a full range scan using a custom pan-tilt mechanism setup. To accomplish the full-scale area mapping, underwater servo motors have been used in our customized pan-tilt mechanism. Once the localization is done using a custom pan-tilt mechanism, a line-of-sight optical wireless communication is established with a 200 kbps data rate. The channel is modeled based on the test pool experiments. The channel model is used to simulate underwater optical wireless communication (UOWC) to a longer link length and higher data rate. An underwater link length of 3.13 m was achieved at 1 W and 1 Gbps data rate with a Q factor of 6 and BER of 10−9. For this test setup and simulation parameters, various parameters such as BER and quality factor are examined. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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17. Numerical Simulation of Underwater Supersonic Gaseous Jets of Underwater Vehicle with Porous Media Layer.
- Author
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Shen, Y., Luo, J., Yang, B., Xia, J., Wang, Y., and Li, S.
- Subjects
POROUS materials ,SUPERSONIC planes ,SUBMERSIBLES ,COMPUTER simulation ,CORAL reefs & islands ,CORALS - Abstract
With regard to the pronounced pressure pulsation and cyclic thrust oscillation observed in the tail flow field of an underwater vehicle operating under overexpanded conditions, and drawing inspiration from flow control techniques involving porous media structures like submarine coral reefs and breakwaters, this paper presents an innovative proposition to incorporate a porous media layer on the tail wall of the nozzle in order to regulate the structure of the tail gaseous jets. To optimize the flow control of underwater vehicles, the utilization of porous media layers with varying degrees of porosity is employed to establish a model for underwater supersonic gaseous jets. This model scrutinizes the intricate structure of the tail gaseous jets, as well as the consequential wall pressure and thrust engendered by the nozzle. The findings eloquently demonstrate that the porous media model, boasting a porosity of 0.34, exerts a diminished influence on the morphological characteristics of the tail gaseous jets, while concurrently yielding a superior flow control effect on the pulsation of tail wall pressure and attenuating the differential thrust generated by the underwater vehicle. Consequently, this innovative approach effectively mitigates overall thrust oscillation, thereby enhancing the stability of the underwater vehicle throughout its submerged operations. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
18. 水下航行器管路氣容消聲特性試驗.
- Author
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張祖提, 秦子明, 暴春航, 侯凌風, 孫坤杰, and 龍新平
- Abstract
Copyright of Journal of National University of Defense Technology / Guofang Keji Daxue Xuebao is the property of NUDT Press and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
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- View/download PDF
19. 水下地形匹配导航研究综述.
- Author
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丁鹏, 杨申申, 王磊, and 沈丹
- Abstract
The terrain aided navigation system relies on terrain elevation features as the source of positioning information, providing bounded positioning errors for underwater vehicles. Substantial suppression of error drift in strapdown inertial navigation systems is achieved. The terrain matching algorithm is the key technology of terrain aided navigation system, and its output matching position can be used as the observation value of the integrated navigation filter to correct the navigation parameters. The accuracy of terrain matching directly determines the performance of the whole navigation system. An overview of existing underwater navigation and positioning technologies was presented. Subsequently, the fundamental principles and components of terrain aided navigation were expounded. Finally, a detailed summary was provided regarding the domestic and international research progress on terrain aided navigation systems and terrain matching algorithms. This offers beneficial reference and support for the development and research of terrain aided navigation systems in our country. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
20. 基于视觉伺服的水下机器人导引技术.
- Author
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寇邺郡 and 李想
- Abstract
Copyright of Journal of Ordnance Equipment Engineering is the property of Chongqing University of Technology and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
- View/download PDF
21. Numerical Simulation of Underwater Supersonic Gaseous Jets of Underwater Vehicle with Porous Media Layer
- Author
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Y. Shen, J. Luo, B. Yang, J. Xia, Y. Wang, and S. Li
- Subjects
underwater vehicle ,underwater supersonic gaseous jets ,pressure pulsation ,porous media ,flow control ,Mechanical engineering and machinery ,TJ1-1570 - Abstract
With regard to the pronounced pressure pulsation and cyclic thrust oscillation observed in the tail flow field of an underwater vehicle operating under over-expanded conditions, and drawing inspiration from flow control techniques involving porous media structures like submarine coral reefs and breakwaters, this paper presents an innovative proposition to incorporate a porous media layer on the tail wall of the nozzle in order to regulate the structure of the tail gaseous jets. To optimize the flow control of underwater vehicles, the utilization of porous media layers with varying degrees of porosity is employed to establish a model for underwater supersonic gaseous jets. This model scrutinizes the intricate structure of the tail gaseous jets, as well as the consequential wall pressure and thrust engendered by the nozzle. The findings eloquently demonstrate that the porous media model, boasting a porosity of 0.34, exerts a diminished influence on the morphological characteristics of the tail gaseous jets, while concurrently yielding a superior flow control effect on the pulsation of tail wall pressure and attenuating the differential thrust generated by the underwater vehicle. Consequently, this innovative approach effectively mitigates overall thrust oscillation, thereby enhancing the stability of the underwater vehicle throughout its submerged operations.
- Published
- 2024
- Full Text
- View/download PDF
22. Machine Learning for Modeling Underwater Vehicle Dynamics: Overview and Insights
- Author
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Xan Macatangay, Sargon A. Gabriel, Reza Hoseinnezhad, Anthony Fowler, and Alireza Bab-Hadiashar
- Subjects
Underwater vehicle ,dynamics ,machine learning ,artificial neural network ,Lagrangian mechanics ,support vector machine ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Accurate modeling of underwater vehicle dynamics is an essential component of various solutions designed to address a range of challenges involved in both the vehicle’s design and operation. Such models are usually parametric, including dynamic equations that simulate the vehicle’s response to various controls and environment conditions. They can be used to determine the vehicle’s capabilities, estimate the vehicle’s state in the absence of external communications, or to derive control signals to produce desired state responses. While a range of explicitly derived models have been commonly used in various applications, modeling the complex nonlinear dynamics using machine learning has recently attracted considerable interest. This topical review focuses on the integration of machine learning in underwater vehicle modeling, and covers two categories: artificial neural networks and non-parametric regression models. The first category includes recurrent neural networks and physics-informed neural network. They are trained to estimate model parameters, forces and moments from damping and disturbances, or to completely replace the dynamic model by outputting the expected state responses. The second category of the reviewed models covers support vector machines and Gaussian process models. These are non-parametric dynamic models and their training requirements are generally lower than ANN-based models. An overview of the theory behind each model is presented, along with examples of specific applications. The capabilities of each machine learning method are compared, and the challenges of their implementation for underwater vehicle dynamic modeling are discussed.
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- 2024
- Full Text
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23. Underwater Simulators Analysis for Digital Twinning
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Nicolo Ciuccoli, Laura Screpanti, and David Scaradozzi
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Underwater simulator ,underwater vehicle ,digital twin ,manipulation ,cooperation ,cyber-physical systems ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
The underwater environment is among Earth’s most challenging domains, where failures incur elevated risks and costs for both technology and human endeavors. As a consequence, forecasting the behavior of mechatronic systems through simulation has become increasingly important. Underwater Robotic Simulators (URSs) allow researchers and engineers to safely develop and assess submarine systems. The selection of an appropriate URS from the list of available tools is not trivial. Moreover, the integration of this software with the Digital Twin (DT) concept presents numerous advantages, particularly the ability to link the simulated environment with actual underwater vehicles. This connection is facilitated by performing validation and simulation tests using Software In the Loop (SIL), Model In the Loop, and Hardware In the Loop (HIL) techniques. This paper extensively reviews URSs in the context of both robots and unmanned vehicles in light of the DT paradigm. The article critically examines distinctions among existing URSs, offering valuable insights to aid researchers in selecting the most fitting tool for their specific applications. Additionally, the review explores the practical applications of the identified simulators, categorizing their usage across different fields to illuminate the preferences within the scientific community and showcase prominent case studies.
- Published
- 2024
- Full Text
- View/download PDF
24. Hybrid Tightly-Coupled SINS/LBL for Underwater Navigation System
- Author
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Yixian Zhu and Ling Zhou
- Subjects
Hybrid positioning ,tightly-coupled ,long baseline ,integrated navigation ,underwater vehicle ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
The application of long baseline aided strap-down inertial navigation system (SINS/LBL) has been demonstrated to be an effective solution for accumulative position errors of underwater vehicles (UVs). To address the inefficient positioning when available hydrophones are few in acoustic array, a hybrid tightly-coupled SINS/LBL is presented for underwater navigation system. The system is composed of SINS, LBL and pressure sensor (PS). The hybrid positioning model based on slant range, slant-range rate, slant-range difference and slant-range rate difference is established according to the location principle of time of arrival (TOA) and time difference of arrival (TDOA) when the number of available hydrophones is two. TDOA positioning model based on slant-range difference and slant-range rate difference is adopted when the number of available hydrophones is more than two. The two tightly-coupled SINS/LBL models could be switched with each other as the number of available hydrophones changes in acoustic array. This paper used experimental data obtained from an unmanned surface vehicle (USV) to validate the navigation performance. Compared with single tightly-coupled SINS/LBL model, the proposed method can provide faster error convergence and more accurate submerged position fixes.
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- 2024
- Full Text
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25. Sensor Fusion for Underwater Vehicle Navigation Compensating Misalignment Using Lie Theory.
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Jeong, Da Bin and Ko, Nak Yong
- Subjects
- *
UNDERWATER navigation , *SUBMERSIBLES , *REMOTE submersibles , *INERTIAL navigation systems , *KALMAN filtering , *LIE algebras - Abstract
This paper presents a sensor fusion method for navigation of unmanned underwater vehicles. The method combines Lie theory into Kalman filter to estimate and compensate for the misalignment between the sensors: inertial navigation system and Doppler Velocity Log (DVL). In the process and measurement model equations, a 3-dimensional Euclidean group ( SE (3) ) and 3-sphere space ( S 3 ) are used to express the pose (position and attitude) and misalignment, respectively. SE (3) contains position and attitude transformation matrices, and S 3 comprises unit quaternions. The increments in pose and misalignment are represented in the Lie algebra, which is a linear space. The use of Lie algebra facilitates the application of an extended Kalman filter (EKF). The previous EKF approach without Lie theory is based on the assumption that a non-differentiable space can be approximated as a differentiable space when the increments are sufficiently small. On the contrary, the proposed Lie theory approach enables exact differentiation in a differentiable space, thus enhances the accuracy of the navigation. Furthermore, the convergence and stability of the internal parameters, such as the Kalman gain and measurement innovation, are improved. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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26. Review on the Hydro- and Thermo-Dynamic Wakes of Underwater Vehicles in Linearly Stratified Fluid.
- Author
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Cao, Liushuai, Pan, Yanyan, Gao, Gang, Li, Linjie, and Wan, Decheng
- Subjects
OCEAN engineering ,FREE surfaces ,HOT water ,VERTICAL motion ,FLUIDS ,STRATIFIED flow ,INTERNAL waves ,SUBMERSIBLES ,SUBMARINES (Ships) - Abstract
Wakes produced by underwater vehicles, particularly submarines, in density-stratified fluids play a pivotal role across military, academic, and engineering domains. In comparison to homogeneous fluid environments, wakes in stratified flows exhibit distinctive phenomena, including upstream blocking, pancake eddies, internal waves, and variations in hydrodynamic performance. These phenomena are crucial for optimizing the operation of underwater vehicles. This review critically assesses the hydrodynamic and thermodynamic aspects of these wakes through an integration of theoretical, experimental, and numerical approaches. The hydrodynamic wake evolution, comprising near-wake, non-equilibrium, and quasi-two-dimensional regimes, is scrutinized. The underlying physics, encompassing energy transformation, vertical motion suppression, and momentum dissipation, are analyzed in detail. Special emphasis is placed on numerical methods, encompassing diverse approaches and turbulence models and highlighting their differences in fidelity and computational cost. Numerical simulations not only provide insights into the intricate interplay among various factors but also emerge as a crucial focal point for future research directions. In the realm of thermodynamic wakes, we delve into the thermal wake induced by the discharge of high-temperature cooling water and the cold wake resulting from the stirring of seawater. The generation, evolution, and ascent to the free surface of these wakes are explored. Additionally, this review identifies and analyzes current research shortcomings in each aspect. By systematically addressing existing knowledge gaps, our study contributes novel insights that propel academic progress and bear significant implications for submarine engineering. This work not only enhances our understanding of the intricate dynamics involved but also provides a foundation for future research endeavors in this critical field. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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27. 低速水下机器人水动力试验系统设计.
- Author
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张亮, 纪胜军, 李树珍, 沈江洁, and 石磊
- Abstract
Copyright of Machine Tool & Hydraulics is the property of Guangzhou Mechanical Engineering Research Institute (GMERI) and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
- View/download PDF
28. Model Predictive Control of Counter-Rotating Motors for Underwater Vehicles Considering Unbalanced Load Variation.
- Author
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Zhang, Shukuan, Nan, Yunxiang, Zhang, Yusen, Xiang, Chuan, and Vu, Mai The
- Subjects
PERMANENT magnet motors ,PREDICTION models ,PREDICTIVE control systems ,COST functions ,MOTOR vehicles ,TORQUE control - Abstract
The propulsion system for underwater vehicles, driven by a counter-rotating permanent magnet synchronous motor (CRPMSM), can enhance the operational stability and efficiency of the vehicle. Due to the influence of complex underwater flows, the load imbalance of CRPMSM's dual counter-rotating rotors may lead to severe issues of dual-rotor desynchronization rotation. Combining traditional vector control (VC) with master-slave control strategies can address the desynchronization problem when CRPMSM's load changes. However, it results in significant speed fluctuations and a long transition time during the transition from load disturbance to synchronous rotation. This paper introduces a model predictive control (MPC) strategy to effectively resolve this issue. The incremental MPC model is established based on the mathematical model of CRPMSM in the dq coordinate system. The predictive control system forecasts the d- and q-axis components of stator currents for the next four control cycles. It selects the optimal control increments to minimize the cost function based on current predictions and different inverter voltage states. The obtained optimal d- and q-axis components of stator voltage are used to control CRPMSM under unbalanced load disturbances. Simulation results demonstrate that, compared to the VC strategy, CRPMSM utilizing the MPC strategy exhibits better dynamic performance with faster speed response and reduced torque fluctuations during load and speed variations. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
29. Underwater Vehicle Path Planning Based on Bidirectional Path and Cached Random Tree Star Algorithm.
- Author
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Gao, Jinxiong, Geng, Xu, Zhang, Yonghui, and Wang, Jingbo
- Subjects
SUBMERSIBLES ,UNDERWATER navigation ,ROBOTIC path planning ,ROBOT kinematics ,ALGORITHMS ,NAVIGATION ,TREES - Abstract
Underwater autonomous path planning is a critical component of intelligent underwater vehicle system design, especially for maritime conservation and monitoring missions. Effective path planning for these robots necessitates considering various constraints related to robot kinematics, optimization objectives, and other pertinent factors. Sample-based strategies have successfully tackled this problem, particularly the rapidly exploring random tree star (RRT*) algorithm. However, conventional path-searching algorithms may face challenges in the marine environment due to unique terrain undulations, sparse and unpredictable obstacles, and inconsistent results across multiple planning iterations. To address these issues, we propose a new approach specifically tailored to the distinct features of the marine environment for navigation path planning of underwater vehicles, named bidirectional cached rapidly exploring random tree star (BCRRT*). By incorporating bidirectional path planning and caching algorithms on top of the RRT*, the search process can be expedited, and an efficient path connection can be achieved. When encountering new obstacles, ineffective portions of the cached path can be efficiently modified and severed, thus minimizing the computational workload while enhancing the algorithm's adaptability. A certain number of simulation experiments were conducted, demonstrating that our proposed method outperformed cutting-edge techniques like the RRT* in several critical metrics such as the density of path nodes, planning time, and dynamic adaptability. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Advanced Capacitor-Based Battery Equalizer for Underwater Vehicles
- Author
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Kun-Che Ho
- Subjects
battery management system ,battery control ,capacitor-based battery equalizer ,underwater vehicle ,Naval architecture. Shipbuilding. Marine engineering ,VM1-989 ,Oceanography ,GC1-1581 - Abstract
As maritime technology advances, exploration of the oceans has progressively moved from surface exploration to underwater ventures. Unmanned underwater vehicles (UUVs), now prevalent for such exploration, effectively reduce human labor and lower operational costs. These vehicles rely on an internal Battery Storage System (BSS) that sustains device operation by extending operational duration and providing stable voltage. Typically arranged in series, BSSs face challenges due to differences in the chemical characteristics of individual batteries, which lead to discrepancies in battery voltages and cause imbalances during charge and discharge cycles. This results in varied utilization rates among the batteries and uneven aging of the battery pack, potentially decreasing operational efficiency and increasing failure rates, thus reducing reliability and safety. Considering the harsh environmental conditions and maintenance difficulties associated with underwater operations, this paper proposes a robust solution: a balancing system featuring a modular switch with electrical isolation. Through theoretical analysis and circuit simulation, this study constructs and tests a novel prototype of a capacitor-based equalizer circuit with electrical isolation, verifying its feasibility.
- Published
- 2024
- Full Text
- View/download PDF
31. Investigation on Hydrodynamic Performance of the Integrated Propulsor Under Crashback Modes
- Author
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Chen, Jing, Han, Hanqiao, Jia, Zhichun, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, and Yang, Desen, editor
- Published
- 2023
- Full Text
- View/download PDF
32. Design of LCLC-S Impedance Matching Network for Ultrasonic Wireless Power Transmission System
- Author
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Zhang, Kehan, Feng, Jiaming, Lan, Baobao, Li, Xinyang, Yan, Zhengchao, Mao, Zhaoyong, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Ma, Chengbin, editor, Zhang, Yiming, editor, Li, Siqi, editor, Zhao, Lei, editor, Liu, Ming, editor, and Zhang, Pengcheng, editor
- Published
- 2023
- Full Text
- View/download PDF
33. Analysis and Optimization on Mechanical Properties of Stern Shaft on an Underwater Vehicle
- Author
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Liu, Lei, Yue, Cairui, Wei, Juan, Wang, Zhihui, Zhao, Zengwu, Zheng, Zheng, Editor-in-Chief, Xi, Zhiyu, Associate Editor, Gong, Siqian, Series Editor, Hong, Wei-Chiang, Series Editor, Mellal, Mohamed Arezki, Series Editor, Narayanan, Ramadas, Series Editor, Nguyen, Quang Ngoc, Series Editor, Ong, Hwai Chyuan, Series Editor, Sun, Zaicheng, Series Editor, Ullah, Sharif, Series Editor, Wu, Junwei, Series Editor, Zhang, Baochang, Series Editor, Zhang, Wei, Series Editor, Zhu, Quanxin, Series Editor, Zheng, Wei, Series Editor, Yan, Liang, editor, and Na, Jing, editor
- Published
- 2023
- Full Text
- View/download PDF
34. The Stability and Vibration Characteristic Optimization of the Pressure Shell of a Buoyancy Regulator of an Underwater Vehicle
- Author
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Cao, Yonghui, Yang, Chiye, Liu, Jing, Xie, Yu, Ma, Shumin, Cao, Yong, Ceccarelli, Marco, Series Editor, Agrawal, Sunil K., Advisory Editor, Corves, Burkhard, Advisory Editor, Glazunov, Victor, Advisory Editor, Hernández, Alfonso, Advisory Editor, Huang, Tian, Advisory Editor, Jauregui Correa, Juan Carlos, Advisory Editor, Takeda, Yukio, Advisory Editor, Zhang, Hao, editor, Feng, Guojin, editor, Wang, Hongjun, editor, Gu, Fengshou, editor, and Sinha, Jyoti K., editor
- Published
- 2023
- Full Text
- View/download PDF
35. Experimental Research on Team Dynamic Function Allocation Strategy Optimization
- Author
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Yang, Chenyuan, Pang, Liping, Wang, Xin, Deng, Ye, Liu, Yuan, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Long, Shengzhao, editor, and Dhillon, Balbir S., editor
- Published
- 2023
- Full Text
- View/download PDF
36. 基于 UE 的水下机器人动态仿真平台设计与实现.
- Author
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王昆仑, 汪明, 杜晓彬, 赵千川, 郑学汉, and 高鹤
- Abstract
Copyright of Computer Measurement & Control is the property of Magazine Agency of Computer Measurement & Control and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
37. 采用自适应最小化置信下限和 SMOTE 算法的动态代理模型.
- Author
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戚林辉, 潘伟锋, and 罗伟林
- Abstract
Copyright of Journal of Fuzhou University is the property of Journal of Fuzhou University, Editorial Department and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
38. 结合先验知识的海底图像配准方法.
- Author
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李晓明, 郝沙沙, and 陈双慧
- Abstract
Copyright of Journal of Computer-Aided Design & Computer Graphics / Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao is the property of Gai Kan Bian Wei Hui and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
39. The evaluation of battery pack SOH based on Monte Carlo simulation and support vector machine algorithm.
- Author
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Zeng, Liteng, Hu, Yuli, Lu, Chengyi, Li, Mengjie, Chen, Peiyu, Wang, Xuefei, Li, Juchen, and Li, Bo
- Subjects
SUPPORT vector machines ,ELECTRIC vehicle batteries ,MEASUREMENT errors ,LITHIUM-ion batteries ,NONLINEAR regression ,MONTE Carlo method ,STORAGE batteries ,PREDICTION models - Abstract
This paper studies the storage life of ICR18650 lithium-ion batteries at different temperatures and different SOC (stage of charge). The author establishes a storage life prediction model. Based on the empirical model, the author analyzed the relationship between temperature and SOC about the influencing factors through experimental data, and used nonlinear regression fitting to determine the model parameters, and the storage life prediction model of irreversible capacity loss with respect to temperature, SOC, and time is finally established. Based on the differences of monomers and measurement errors during test, an error model was established, and a Monte Carlo simulation test was conducted on the battery storage life. Then we build a SVR model based on the obtained data. According to the SVR model, we can analyze the health state of the battery pack based on the given parameters of battery pack in storage. Thus, we can make a prognosis about the SOH of battery pack quickly and accurately. The innovation of the research is that based on the storage test of battery cells combined with data analysis and deductive simulation, we can predict the health state of the whole battery pack. The operation can greatly save experimental resources. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
40. Comparative Research on Topologies of Contra-Rotating Motors for Underwater Vehicles.
- Author
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Cheng, Bo, Pang, Shengzhao, Ou, Huanyu, Hu, Zeyan, and Mao, Zhaoyong
- Subjects
SUBMERSIBLES ,MOTOR vehicles ,ELECTROMAGNETIC fields ,FINITE element method ,POWER density ,TOPOLOGY - Abstract
Underwater vehicles have been widely used in marine exploration and development. A contra-rotating propeller (CRP) can improve propulsion efficiency, eliminate the roll moment of the propeller acting on underwater vehicles, and significantly improve the dynamic performance of underwater vehicles. Contra-rotating motors (CRMs) are used to drive CRPs. Topologies of CRMs include an armature rotating contra-rotating motor (ARCRM), double contra-rotating motors (DCRMs), and a double rotor contra-rotating motor (DRCRM). In this paper, the design and optimization of these different topological CRMs were realized with analytical calculations of the magnetic field and electromagnetic performance. The efficiency map and losses analysis of CRMs with different topologies are obtained with the finite element method. In order to achieve suitable CRMs to drive the CRPs of underwater vehicles, three topologies for CRMs will be compared comprehensively from the perspective of structure, weight, size, loss, and efficiency. For low-speed, high-torque CRPs, the ARCRM has been proven to improve efficiency and power density. An ARCRM prototype was developed to verify this solution and its reliability. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
41. Experimental and numerical studies on the unsteady propeller thrust of underwater vehicles.
- Author
-
Takahashi, K., Mori, T., and Arai, J.
- Subjects
SUBMERSIBLES ,COMPUTATIONAL fluid dynamics ,THRUST ,PROPELLERS ,FAST Fourier transforms ,CAVITATION - Abstract
Experimental and numerical studies on the unsteady propeller thrust of underwater vehicles are presented. An experiment was conducted in a large cavitation tunnel at the Naval Systems Research Center in Tokyo, Japan. A large dynamometer was used to drive the propeller model, and an aft-body model, consisting of a stern-shaped tail and control surfaces, was fixed upstream of the propeller to simulate the wake of an underwater vehicle. The measured unsteady propeller thrusts were analyzed via a fast Fourier transform, and significant amplitudes were obtained at the blade-rate frequencies. The unsteady propeller thrusts were also examined using computational fluid dynamics under the experimental conditions. The numerical results agreed well with those of the experiment and provided insight into the propeller-thrust fluctuations in the wake. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
42. Study on the Optimal Design of a Shark-like Shape AUV Based on the CFD Method.
- Author
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Lu, Yu, Yuan, Jianping, Si, Qiaorui, Ji, Peifeng, Tian, Ding, and Liu, Jinfeng
- Subjects
HYPERCUBES ,OPTIMIZATION algorithms ,RADIAL basis functions ,EXPERIMENTAL design ,NOISE control ,GENETIC algorithms - Abstract
In previous AUV designs, the thrusters were often placed outside the vehicle, resulting in their performance being significantly influenced by the shape of the vehicle. Additionally, this placement also leads to the generation of strong radiated noise that propagates in all directions, making noise reduction challenging. Taking inspiration from the shape of sharks, this paper proposes a slender, shark-inspired AUV. The model features a continuous passageway in the middle where a pump-jet thruster is installed to provide propulsion. The walls of the passageway are then covered with sound-absorbing materials to reduce radiated noise. To address the problem of low design efficiency caused by multiple design parameters, a multi-objective optimization method is proposed to optimize the shape of the AUV. The performance targets of speed, displacement, and energy consumption are determined as objective functions, and a multi-island genetic algorithm is used as the optimization algorithm to build the multi-objective optimization process. An automated optimization platform was then developed which integrates parametric modeling, mesh partitioning, the CFD calculation, and the optimized design. To enhance the efficiency of optimization, a surrogate model was developed to approximate the CFD calculation. Using the optimal Latin hypercube method, experimental factors were designed, and a surrogate model was constructed based on the radial basis function approach. Following optimization, the resistance was reduced by 9.1%, while the displacement volume was increased by 10.7% and energy consumption was decreased by 6.3%. By analyzing the velocity and entropy production distribution of the AUV, the effectiveness of the optimization method was verified. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
43. Dual Quaternions for the Kinematic Description of a Fish–Like Propulsion System
- Author
-
Kitowski Zygmunt, Piskur Paweł, and Orłowski Mateusz
- Subjects
quaternions ,dual quaternions ,artificial fish ,underwater vehicle ,undulating propulsion system ,Mathematics ,QA1-939 ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
This study discusses the use of quaternions and dual quaternions in the description of artificial fish kinematics. The investigation offered here illustrates quaternion and dual quaternion algebra, as well as its implementation in the software chosen. When it comes to numerical stability, quaternions are better than matrices because a normalised quaternion always shows the correct rotation, while a matrix more easily loses its orthogonality due to rounding errors and oversizing. Although quaternions are more compact than rotation matrices, using quaternions does not always provide less numerical computation and the amount of memory needed. In this paper, an algebraic form of quaternion representation is provided which is less memory-demanding than the matrix representation. All the functions that were used to prepare this work are presented, and they can be employed to conduct more research on how well quaternions work in a specific assignment.
- Published
- 2023
- Full Text
- View/download PDF
44. Multidisciplinary Design Optimization of Underwater Vehicles Based on a Combined Proxy Model
- Author
-
Shaojun Sun and Weilin Luo
- Subjects
underwater vehicle ,proxy model ,collaborative optimization ,resistance ,energy consumption ,Naval architecture. Shipbuilding. Marine engineering ,VM1-989 ,Oceanography ,GC1-1581 - Abstract
To improve the efficiency of the multidisciplinary design optimization of underwater vehicles, this paper proposes a combined proxy model with adaptive dynamic sampling. The radial basis function model (RBF), Kriging model, and polynomial response surface model (PRS) are used to construct the proxy model. Efficient sample points are collected based on the synthetic minority oversampling technique (SMOTE) algorithm and the lower confidence bound (LCB) criterion. The proxy model process is integrated after dynamic sampling. The collaborative optimization framework is used, which considers the coupling between the main system set and the subsystem set. The hierarchical analysis method is used to transform the multidisciplinary optimization problem into a single-objective optimization problem. Computational fluid dynamics (CFD) numerical simulation is utilized to simulate underwater submarine navigation. The optimization strategy is applied to the underwater vehicle SUBOFF to optimize resistance and energy consumption. Three dynamic proxy models and three static proxy models are compared. The results show that the optimization efficiency of the underwater vehicle has been improved. To prove the generalization performance of the proposed combined proxy model, a reducer example is investigated for comparison. The results show that the combined proxy model (CPM) is highly accurate and has excellent generalization performance.
- Published
- 2024
- Full Text
- View/download PDF
45. An Underwater Passive Electric Field Positioning Method Based on Scalar Potential
- Author
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Yi Zhang, Cong Chen, Jiaqing Sun, Mingjie Qiu, and Xu Wu
- Subjects
electric field localization ,underwater vehicle ,scalar potential ,three-layer environment ,differential evolution algorithm ,Mathematics ,QA1-939 - Abstract
In order to fulfill the practical application demands of precisely localizing underwater vehicles using passive electric field localization technology, we propose a scalar-potential-based method for the passive electric field localization of underwater vehicles. This method is grounded on an intelligent differential evolution algorithm and is particularly suited for use in three-layer and stratified oceanic environments. Firstly, based on the potential distribution law of constant current elements in a three-layer parallel stratified ocean environment, the mathematical positioning model is established using the mirror method. Secondly, the differential evolution (DE) algorithm is enhanced with a parameter-adaptive strategy and a boundary mutation processing mechanism to optimize the key objective function in the positioning problem. Additionally, the simulation experiments of the current element in the layered model prove the effectiveness of the proposed positioning method and show that it has no special requirements for the sensor measurement array, but the large range and moderate number of sensors are beneficial to improve the positioning effect. Finally, the laboratory experiments on the positioning method proposed in this paper, involving underwater simulated current elements and underwater vehicle tracks, were carried out successfully. The results indicate that the positioning method proposed in this paper can achieve the performance requirements of independent initial value, strong anti-noise capabilities, rapid positioning speed, easy implementation, and suitability in shallow sea environments. These findings suggest a promising practical application potential for the proposed method.
- Published
- 2024
- Full Text
- View/download PDF
46. Numerical Modeling of the Low-Medium Frequency Vibration and Acoustic Radiation of Underwater Vehicles.
- Author
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Ming-Song Zou, Zhen-Wu Xie, and Ling-Wen Jiang
- Subjects
- *
ACOUSTIC radiation , *FREQUENCIES of oscillating systems , *SUBMERSIBLES , *ACOUSTIC vibrations , *ACOUSTIC radiation force , *UNDERWATER acoustics , *SUBMERGED structures , *ENGINEERING models - Abstract
Considering the main structures of typical underwater vehicles, three types of numerical model are established, including the beam model, the shell-beam model, and the whole shell model. The results of the three models are compared during the analyses of global vibration, local vibration of cabins, and underwater acoustic radiation. Giving consideration to both the computational cost and accuracy, the proposed shell-beam model is appropriate for the calculation of low-medium frequency acoustic radiation of the main structures of underwater vehicles. The rationality and the frequency range of application of the shell-beam model are verified by calculating the fluid-structure coupling vibration response and the underwater acoustic radiation of the hull subjected to the transverse load excitation, which also demonstrate the significance of this model in engineering practice. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
47. The Effect of the Second-order Difference-frequency Wave Force on the Motions of an Underwater Vehicle Near the Surface.
- Author
-
Rui Qin, Haining Lu, and Jiahua Chen
- Subjects
- *
WAVE forces , *SUBMERSIBLES , *TRANSFER functions , *TORQUE - Abstract
When an underwater vehicle performs tasks, such as power recharge, air exchange, deployment, and retrieval near the surface, the low-frequency suction force and pitch moment will interfere with its motion. This paper presents a study on the effect of second-order difference-frequency wave force on the motions of the DARPA SUBOFF model at various submergence depths and environmental conditions. Ignoring the second-order wave force component induced by the second-order differencefrequency force may underestimate the second-order effect in irregular waves in the time domain. Comparisons were made between Newman's approximation,which sets the off-diagonal difference-frequency quadratic transfer function (QTF) value to the average over the corresponding diagonal values, and the full QTFs based on the Pinkster approximation in the frequency and time domains. The QTFs-based prediction is significantly larger values than Newman's approximation. Time-domain simulations were conducted, to investigate the effect of the second-order difference-frequency wave loads on motion responses at different nondimensional submergence depths and various sea conditions. The results of the computation indicate that ignoring the second-order difference-frequency wave force may underestimate the motion and dynamic responses of underwater vehicles; in addition, the pitch and heave motion responses are dominated by the low-frequency response. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
48. A Distributed Intelligent Buoy System for Tracking Underwater Vehicles.
- Author
-
Liu, Mengzhuo, Zhu, Jifeng, Pan, Xiaohe, Wang, Guolin, Liu, Jun, Peng, Zheng, and Cui, Jun-Hong
- Subjects
SUBMERSIBLES ,STANDARD deviations ,UNDERWATER pipelines - Abstract
Underwater vehicles play a crucial role in various underwater applications, such as data collection in underwater sensor networks, target detection and tracking, and underwater pipeline monitoring. Real-time acquisition of their states, particularly their location and velocity, is vital for their operation and navigation. Consequently, the development of a remote tracking system to monitor these states is essential. In this paper, we propose a system that can track the underwater vehicle's location and velocity. We take a systematic approach that encompasses the system architecture, system composition, signal processing, and mobility state estimation. We present the system architecture and define its components, along with their relationships and interfaces. The beacon signal employed in the system features dual-hyperbolic-frequency-modulated (HFM) waveform and an OFDM symbol with cyclic prefix (CP). Based on this beacon signal, we demonstrate how signal processing techniques are utilized to precisely determine the time of arrival and reduce false alarm rates in underwater acoustic channels affected by impulsive noise. Additionally, we explain how the CP-OFDM symbol is used to measure the Doppler scaling factor and transmit essential information for localization and velocity estimation purposes. Utilizing the measurements obtained through signal processing, least squares estimators are used for estimating both the location and velocity. To validate the effectiveness of our approach, we implement the system and conduct field trials. Two separate experiments were conducted in which the diagonal lengths of the square topology were designed to be 1000 m and 800 m. The minimum/maximum root mean square error of localization in the first and second experiment is 2.36/2.91 m and 1.47/2.49 m, respectively. And the minimum/maximum root mean square error of velocity estimation in the first and second experiment is 0.16/0.47 m/s and 0.21/0.76 m/s, respectively. Results confirm the effectiveness of the proposed method in estimating the location and velocity of the underwater vehicle. Overall, this paper provides a practical and effective design of a system to track the location and velocity of underwater vehicles. By leveraging the proposed system, signal processing, and mobility state estimation methods, our work offers a systematic solution. And, the successful field experiment serves as evidence of the feasibility and effectiveness of the proposed system, making it a valuable contribution to the field of tracking underwater vehicles. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
49. 基于 CANopen 协议的水下航行器控制系统现场总线应用设计.
- Author
-
卢绍庆
- Abstract
Copyright of Computer Measurement & Control is the property of Magazine Agency of Computer Measurement & Control and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
50. Mechanical Performance Analysis and Experimental Study of Four-Star-Type Crank-Linkage Mechanism.
- Author
-
Chai, Kai, Lou, Jingjun, and Yang, Yunsheng
- Subjects
MOMENTS of inertia ,AIR compressors ,TORQUE ,SUBMERSIBLES ,TORSIONAL vibration ,MODAL analysis ,FRICTION ,HELMHOLTZ resonators - Abstract
Mechanical performance analysis and experimental study of the mechanics of the four-star-type crank-linkage mechanism of the marine air compressor were carried out to improve the submerged floating performance and stealth performance of the underwater vehicle and to meet the demand of its large diving depth. Firstly, we analyzed the forces on the four-star-type crank-linkage mechanism, derived the inertia forces and moments of the crank-linkage mechanism, and proved the advantages of the four-star-type crank-linkage mechanism in balancing the second-order reciprocating inertia forces. The static strength of some parts was calibrated, and the modal analysis of the four-star-type crank-linkage mechanism was carried out. Second, a flexible crankshaft dynamics model was established to study the influence of kinematic pair parameters on the excitation characteristics of the main bearing. The mechanical performance analysis of the mechanics of the four-star-type crank-linkage with clearance was carried out. Finally, a test bench of four-star-type crank-linkage mechanism was designed and built independently to analyze the effects of clearance size and rotational speed on the acceleration of the motion and vibration acceleration of the slider. The results show that the first-order reciprocating inertia force and second-order reciprocating moment of inertia mainly exist in the four-star-type crank-linkage mechanism. The friction force of the revolving pair can suppress part of the resonance peak, but it will broaden the excitation band and excite high-frequency vibration. The larger the clearance of the four-star-type crank-linkage mechanism kinematic pair, the higher the crankshaft speed, the larger the acceleration amplitude, and the more concentrated the phase trajectory. The research results of this paper can guide the low-noise design of other types of air compressors, help to improve the overall level of marine air compressors, and show future directions for the vibration control of four-star-type air compressors. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
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