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宝山引航作业区拖船抑浪挡风接送法的设计与实践
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作者 刘秋林 胡坤 《船舶物资与市场》 2021年第7期7-9,共3页
基于改变船舶航向使其中一舷处于下风,方便引航艇靠上被引船和引航员安全登离船的理念,针对宝山引航作业区内大型船舶无法做下风或做下风的幅度不能满足引航员安全登离船需要的现状,通过设计拖船和引航艇共同作业的方式,提出由拖船在引... 基于改变船舶航向使其中一舷处于下风,方便引航艇靠上被引船和引航员安全登离船的理念,针对宝山引航作业区内大型船舶无法做下风或做下风的幅度不能满足引航员安全登离船需要的现状,通过设计拖船和引航艇共同作业的方式,提出由拖船在引航艇前约30 m处与大型船舶成40°斜角紧贴被引船的抑浪挡风接送法,为处在同一舷的引航艇提供风浪明显较小的水域环境,保障大风浪期间引航员在宝山引航作业区登离船的安全和接送效率。 展开更多
关键词 引航员交接 宝山引航作业区 拖船 挡风接送 接送效率
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NUMERICAL MODEL OF WAVE FORCES ON CONTINUOUS CYLINDER STRUCTURES 被引量:6
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作者 白志刚 周锡祊 +1 位作者 孙克俐 周旭 《Transactions of Tianjin University》 EI CAS 2001年第2期71-75,共5页
A numerical model of wave force upon continuous cylinder structures with a large diameter using the boundary element method (BEM) is presented. A numerical model of reflecting wave upon continuous cylinders was establ... A numerical model of wave force upon continuous cylinder structures with a large diameter using the boundary element method (BEM) is presented. A numerical model of reflecting wave upon continuous cylinders was established on the basis of linear wave theory.The fundamental solution to the Helmholtz equation within an infinite strip area that explicitly satisfies two infinite parallel boundaries is used together with Radiation condition rather than the solution of an infinite area.According to the proposed theory and method,the computer programs have been composed in Visual C ++ Development Studio.Several examples show that the technique and its program are feasible and efficient.And the wave forces upon continuous cylinders can be decreased by as much as 14%~24% under a ratio of D/L= 0.09~0.19 compared with the square caissons. 展开更多
关键词 numerical method wave forces BEM cylinder structure
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珐琅的表面形貌特征 被引量:2
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作者 施麟芸 石斌 马弋喃 《宝石和宝石学杂志》 CAS 2017年第4期59-64,共6页
不透明珐琅在烧制过程中,其表面会因诸多因素形成某些缺陷,本文采用了显微分析方法对不同工艺烧成珐琅的表面特征进行了分析比较,总结出了一些珐琅烧结后常见的表面缺陷特征,如表面未完全熔融、表面凹坑和橘皮、二次结晶、杂质和固溶体... 不透明珐琅在烧制过程中,其表面会因诸多因素形成某些缺陷,本文采用了显微分析方法对不同工艺烧成珐琅的表面特征进行了分析比较,总结出了一些珐琅烧结后常见的表面缺陷特征,如表面未完全熔融、表面凹坑和橘皮、二次结晶、杂质和固溶体增大等现象,得到处理烧制珐琅表面缺陷的合理方法和建议:釉料上釉时铺料均匀,可避免珐琅出现气泡;釉料颗粒大小均匀,有利于得到更好的珐琅制品;珐琅在烧制过程中恒温处理,可消除部分未熔融表面缺陷;对于结晶型珐琅,建议烧成后直接快速冷却。 展开更多
关键词 法浪 烧结工艺 表面形貌 缺陷
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WAVE TRANSFORMATION AND BREAKING OVER A RECTANGULAR STEP
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作者 刘海青 张庆河 赵子丹 《Transactions of Tianjin University》 EI CAS 1998年第2期15-19,共5页
An idealized numerical wave flume has been established by finite element method on the bases of Navier Stokes equations through prescribing the appropriate boundary conditions for the open boundary,incident boundary,... An idealized numerical wave flume has been established by finite element method on the bases of Navier Stokes equations through prescribing the appropriate boundary conditions for the open boundary,incident boundary,free surface and solid boundary in this paper.The characteristics of waves propagating over a step have been investigated by this numerical model.The breaker wave height is determined depending on the kinetic criterion.The numerical model is verified by laboratory experiments,and the empirical formula for the damping of wave height due to breaking is also given by experiments. 展开更多
关键词 rectangular step Navier Stokes equation numerical wave flume finite element method wave breaking boundary condition
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A Study of the Symbolic Meaning of the Main Characters in The Scarlet Letter
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作者 李雪 《International English Education Research》 2017年第4期95-96,共2页
Hawthorne is an influential romantic novelist in America in 19thcentury. He is famous in handling the application of symbolism. The Scarlet Letter makes the American writer Nathaniel Hawthorne known all around the wor... Hawthorne is an influential romantic novelist in America in 19thcentury. He is famous in handling the application of symbolism. The Scarlet Letter makes the American writer Nathaniel Hawthorne known all around the world. The vivid description of the four characters in the novel shows that Hawthorne is skilful in the use of symbolism. The Scarlet Letter was published in 1850 and it is Hawthorne's most important symbolic novel, which stands as the best work of Hawthorne. It has great significance in America literature. Hawthorne used symbolism through the whole novel. The most obvious symbol is the four main characters in the novel: Hester Prynne, Arthur Dimmesdale, Roger Chillingworth and Pearl have their own symbolic meanings. This thesis is written in the hope to introduce ananalyze the symbolic meaning of the four main characters in The Scarlet Letter. 展开更多
关键词 The Scarlet Letter SYMBOLISM Hester Prynne PEARL
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Geometric Mean Decomposition Based Hybrid Precoding for Millimeter-Wave Massive MIMO 被引量:18
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作者 Tian Xie Linglong Dai +2 位作者 Xinyu Gao Muhammad Zeeshan Shakir Jianjun Li 《China Communications》 SCIE CSCD 2018年第5期229-238,共10页
Hybrid precoding can reduce the number of required radio frequency(RF)chains in millimeter-Wave(mmWave) massive MIMO systems. However, existing hybrid precoding based on singular value decomposition(SVD) requires the ... Hybrid precoding can reduce the number of required radio frequency(RF)chains in millimeter-Wave(mmWave) massive MIMO systems. However, existing hybrid precoding based on singular value decomposition(SVD) requires the complicated bit allocation to match the different signal-to-noise-ratios(SNRs) of different sub-channels. In this paper,we propose a geometric mean decomposition(GMD)-based hybrid precoding to avoid the complicated bit allocation. Specifically,we seek a pair of analog and digital precoders sufficiently close to the unconstrained fully digital GMD precoder. To achieve this, we fix the analog precoder to design the digital precoder, and vice versa. The analog precoder is designed based on the orthogonal matching pursuit(OMP) algorithm, while GMD is used to obtain the digital precoder. Simulations show that the proposed GMD-based hybrid precoding achieves better performance than the conventional SVD-based hybrid precoding with only a slight increase in complexity. 展开更多
关键词 Millimeter-wave Massive MIMO hybrid precoding geometric mean decomposition bit allocation
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User Association and Wireless Backhaul Bandwidth Allocation for 5G Heterogeneous Networks in the Millimeter-Wave Band 被引量:3
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作者 Zhenxiang Su Bo Ai +5 位作者 Yichuan Lin Danping He Ke Guan Ning Wang Guoyu Ma Li Niu 《China Communications》 SCIE CSCD 2018年第4期1-13,共13页
The user association and wireless backhaul bandwidth allocation for a two-tier heterogeneous network (HetNet) in the mil- limeter wave (mmWave) band is proposed in this article. The two-tier HetNet is built up wit... The user association and wireless backhaul bandwidth allocation for a two-tier heterogeneous network (HetNet) in the mil- limeter wave (mmWave) band is proposed in this article. The two-tier HetNet is built up with a macro base station (MBS) and several small cell SBSs, where the MBS is assumed to be equipped with large-scale antenna arrays but the SBSs only have single-antenna capa- bility and they rely on the wireless link to the MBS for backhaul. The sum of logarithmic user rate, which is established according to the result of multi-user Multiple Input Mul- tiple Output (MIMO) downlink employing Zero-Force Beamforming (ZFBF), is chosen as the network utility for the objective func- tion. And a distributed optimization algorithm based on primal and dual decomposition is used to jointly optimize the user association variable xj,z and the wireless backhaul band- width factor α. Simulation results reveal that the distributed optimization algorithm jointly optimizing two variables outperforms the con- ventional SINR-based user association strate- gies. 展开更多
关键词 millimeter wave massive MIMO ZFBF user association bandwidth allocation
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Response Spectrum Method for Extreme Wave Loading With Higher Order Components of Drag Force
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作者 Tabeshpour Mohammad Reza Fatemi Dezfouli Mani +2 位作者 Dastan Diznab Mohammad Ali Mohajernasab Saied Seif Mohammad Saied 《Journal of Marine Science and Application》 CSCD 2017年第1期27-32,共6页
Response spectra of fixed offshore structures impacted by extreme waves are investigated based on the higher order components of the nonlinear drag force. In this way, steel jacket platforms are simplified as a mass a... Response spectra of fixed offshore structures impacted by extreme waves are investigated based on the higher order components of the nonlinear drag force. In this way, steel jacket platforms are simplified as a mass attached to a light cantilever cylinder and their corresponding deformation response spectra are estimated by utilizing a generalized single degree of freedom system. Based on the wave data recorded in the Persian Gulf region, extreme wave loading conditions corresponding to different return periods are exerted on the offshore structures. Accordingly, the effect of the higher order components of the drag force is considered and compared to the linearized state for different sea surface levels. When the fundamental period of the offshore structure is about one third of the main period of wave loading, the results indicate the linearized drag term is not capable of achieving a reliable deformation response spectrum. 展开更多
关键词 offshore structure design response spectrum method wave analysis Morison equation higher order components drag force wave loading extreme wave
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A joint method to retrieve directional ocean wave spectra from SAR and wave spectrometer data 被引量:2
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作者 任林 杨劲松 +1 位作者 郑罡 王隽 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2016年第4期847-858,共12页
This paper proposes a joint method to simultaneously retrieve wave spectra at dif ferent scales from spaceborne Synthetic Aperture Radar(SAR) and wave spectrometer data. The method combines the output from the two dif... This paper proposes a joint method to simultaneously retrieve wave spectra at dif ferent scales from spaceborne Synthetic Aperture Radar(SAR) and wave spectrometer data. The method combines the output from the two dif ferent sensors to overcome retrieval limitations that occur in some sea states. The wave spectrometer sensitivity coeffi cient is estimated using an ef fective signifi cant wave height(SWH), which is an average of SAR-derived and wave spectrometer-derived SWH. This averaging extends the area of the sea surface sampled by the nadir beam of the wave spectrometer to improve the accuracy of the estimated sensitivity coeffi cient in inhomogeneous sea states. Wave spectra are then retrieved from SAR data using wave spectrometer-derived spectra as fi rst guess spectra to complement the short waves lost in SAR data retrieval. In addition, the problem of 180° ambiguity in retrieved spectra is overcome using SAR imaginary cross spectra. Simulated data were used to validate the joint method. The simulations demonstrated that retrieved wave parameters, including SWH, peak wave length(PWL), and peak wave direction(PWD), agree well with reference parameters. Collocated data from ENVISAT advanced SAR(ASAR), the airborne wave spectrometer STORM, the PHAROS buoy, and the European Centre for Medium-Range Weather Forecasting(ECMWF) were then used to verify the proposed method. Wave parameters retrieved from STORM and two ASAR images were compared to buoy and ECMWF wave data. Most of the retrieved parameters were comparable to reference parameters. The results of this study show that the proposed joint retrieval method could be a valuable complement to traditional methods used to retrieve directional ocean wave spectra, particularly in inhomogeneous sea states. 展开更多
关键词 Synthetic Aperture Radar(SAR) wave spectrometer directional ocean wave spectrum joint method
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Selection of Environmental Conditions for Nearshore Structure Design
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作者 DONGSheng GANBuhong HAOXiaoli 《Journal of Ocean University of China》 SCIE CAS 2004年第1期111-114,共4页
Different from the traditional one dimensional extreme value statistical method, practical design criteria for nearshore structure design are presented based on joint probability theory in this paper. The proposed pro... Different from the traditional one dimensional extreme value statistical method, practical design criteria for nearshore structure design are presented based on joint probability theory in this paper. The proposed procedure considers the combined effect of tide level, huge waves and wind affecting coastal structures. The Importance Sampling Procedure (ISP) is utilized to solve the joint distribution of non Gaussian correlated multivariate distributions. The calculation results show that the ISP is a simulating technique with the advantages of efficiency and high convergency. Finally the environmental conditions are given using this technique for near shore structure design in the Qingdao area. 展开更多
关键词 environmental variables multi dimensional joint probability stochastic simulation engineering design
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FLUID EXCHANGE ACROSS THE EQUATORIAL FRONT
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作者 姜传丽 吕建 吴德星 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2001年第2期112-118,共7页
In this paper, the cusp shaped wave pattern (Legeckis wave) along the Equatorial Front (EF) is modeled by a meandering jet, and the motion of fluid parcels in a two dimensional kinematic model of the meandering jet al... In this paper, the cusp shaped wave pattern (Legeckis wave) along the Equatorial Front (EF) is modeled by a meandering jet, and the motion of fluid parcels in a two dimensional kinematic model of the meandering jet along EF is studied using Melnikov’s method. Results indicated that the velocity field of the cusp shaped wave pattern can indeed be modeled by a meandering jet; that the EF will act as a barrier to fluid exchange if there is no variability, but that it is just the variability that moves the buoy across the EF. 展开更多
关键词 meandering jet EF Legeckis wave Melnikov's method
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Numerical Model of Storm Surge and Inundation in Bohai Bay 被引量:1
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作者 李大鸣 付庆军 +1 位作者 解以扬 白玲 《Transactions of Tianjin University》 EI CAS 2011年第1期57-61,共5页
A two-dimensional numerical model of extratropical storm surge and inundation in Bohai Bay was built based on the unsteady flow Navier-Stokes equations. The model included two sections, one was for the simulation of s... A two-dimensional numerical model of extratropical storm surge and inundation in Bohai Bay was built based on the unsteady flow Navier-Stokes equations. The model included two sections, one was for the simulation of storm surge tidal level and the other for the simulation of storm surge inundation in the coastal area. While simulating the storm surge tidal level, the alternating direction implicit (ADI) method was applied to dispersing and solving 2D storm surge equations. In the simulation of storm surge inundation, the 2D unsteady flow equations were dispersed and solved using the structureless grids of finite volume method (FVM). A coupling calculation mode of the process of inundation and storm surge tidal level variation was proposed, therefore the storm surge inundation process and area could be calculated while simulating and forecasting the process of storm surge tidal setup. Furthermore, an extratropical storm surge and inundation in Bohai Bay were simulated using this numerical model. Simulation results are in good agreement with the measured data, which shows that this numerical model provides a new method of simulating and forecasting storm surge and inundation in Bohai Bay. 展开更多
关键词 extratropical storm surge INUNDATION ADI method structureless grid
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Two Dimensional Fully Nonlinear Numerical Wave Tank Based on the BEM
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作者 Zhe Sun Yongjie Pang Hongwei Li 《Journal of Marine Science and Application》 2012年第4期437-446,共10页
The development of a two dimensional numerical wave tank (NWT) with a rocker or piston type wavemaker based on the high order boundary element method (BEM) and mixed Eulerian-Lagrangian (MEL) is examined. The ca... The development of a two dimensional numerical wave tank (NWT) with a rocker or piston type wavemaker based on the high order boundary element method (BEM) and mixed Eulerian-Lagrangian (MEL) is examined. The cauchy principle value (CPV) integral is calculated by a special Gauss type quadrature and a change of variable. In addition the explicit truncated Taylor expansion formula is employed in the time-stepping process. A modified double nodes method is assumed to tackle the comer problem, as well as the damping zone technique is used to absorb the propagation of the free surface wave at the end of the tank. A variety of waves are generated by the NWT, for example; a monochromatic wave, solitary wave and irregular wave. The results confirm the NWT model is efficient and stable. 展开更多
关键词 numerical wave tank (NWT) boundary element method (BEM) nonlinear free surface condition mixed Eulerian-Lagrangian damping zone cauchy principle value(CPV)
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Bioreactor landfill 被引量:4
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作者 WANGHao XINGKai AnthonyAdzomani 《Journal of Geoscientific Research in Northeast Asia》 2004年第1期85-91,共7页
Following the population expansion, there is a growing threat brought by municipal solid waste (MSW) against environment and human health. Sanitary landfill is the most important method of MSW disposal in China. In co... Following the population expansion, there is a growing threat brought by municipal solid waste (MSW) against environment and human health. Sanitary landfill is the most important method of MSW disposal in China. In contrast to the conventional landfill, this paper introduces a new technique named bioreactor landfill (BL). Mechanisms, operation conditions as well as the advantages and disadvantages of BL are also discussed in this paper. 展开更多
关键词 municipal solid waste landfill BIOREACTOR leathate recycle
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Unmanned wave glider heading model identification and control by artificial fish swarm algorithm 被引量:2
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作者 WANG Lei-feng LIAO Yu-lei +2 位作者 LI Ye ZHANG Wei-xin PAN Kai-wen 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第9期2131-2142,共12页
We introduce the artificial fish swarm algorithm for heading motion model identification and control parameter optimization problems for the“Ocean Rambler”unmanned wave glider(UWG).First,under certain assumptions,th... We introduce the artificial fish swarm algorithm for heading motion model identification and control parameter optimization problems for the“Ocean Rambler”unmanned wave glider(UWG).First,under certain assumptions,the rigid-flexible multi-body system of the UWG was simplified as a rigid system composed of“thruster+float body”,based on which a planar motion model of the UWG was established.Second,we obtained the model parameters using an empirical method combined with parameter identification,which means that some parameters were estimated by the empirical method.In view of the specificity and importance of the heading control,heading model parameters were identified through the artificial fish swarm algorithm based on tank test data,so that we could take full advantage of the limited trial data to factually describe the dynamic characteristics of the system.Based on the established heading motion model,parameters of the heading S-surface controller were optimized using the artificial fish swarm algorithm.Heading motion comparison and maritime control experiments of the“Ocean Rambler”UWG were completed.Tank test results show high precision of heading motion prediction including heading angle and yawing angular velocity.The UWG shows good control performance in tank tests and sea trials.The efficiency of the proposed method is verified. 展开更多
关键词 unmanned wave glider artificial fish swarm algorithm heading model parameters identification control parameters optimization
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3D Numerical Modeling of Wave Forces on Tandem Fixed Cylinders Using the BEM 被引量:1
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作者 Mohammad Javad Ketabdari Mohammad Mahdi Abaiee Ali Ahmadi 《Journal of Marine Science and Application》 2013年第3期279-285,共7页
In this paper a 3D numerical model was developed to study the complicated interaction between waves and a set of tandem fixed cylinders.The fluid was considered to be inviscid and irrotational.Therefore,the Helmholtz ... In this paper a 3D numerical model was developed to study the complicated interaction between waves and a set of tandem fixed cylinders.The fluid was considered to be inviscid and irrotational.Therefore,the Helmholtz equation was used as a governing equation.The boundary element method(BEM) was adopted to discretize the relevant equations.Open boundaries were used in far fields of the study domain.Linear waves were generated and propagated towards tandem fixed cylinders to estimate the forces applied on them.Special attention was paid to consideration of the effect on varying non-dimensional cylinder radius and distance between cylinders,ka and kd on forces and trapped modes.The middle cylinder wave forces and trapped modes in a set of nine tandem cylinders were validated utilizing analytical data.The comparisons confirm the accuracy of the model.The results of the inline wave force estimation on n tandem cylinders show that the critical cylinder in the row is the middle one for odd numbers of cylinders.Furthermore the results show that the critical trapped mode effect occurs for normalized cylinder radiuses close to 0.5 and 1.0.Finally the force estimation for n tandem cylinders confirms that force amplitude of the middle cylinder versus normalized separation distance fluctuates about that of a single cylinder. 展开更多
关键词 tandem cylinders boundary element method(BEM) wave force DIFFRACTION trapped mode Henkel function
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Operational Methods for Ships in Waves From Perspectives of Structure Health and Maneuvering Convenience
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作者 ZHOU Feng ZHOU Junwei +1 位作者 CHEN Yuli WANG Deling 《Journal of Shipping and Ocean Engineering》 2017年第3期100-107,共8页
Based on the stress-strain data collected by a CSSMAS (container ship structure monitoring and analyzing system) onboard a container vessel, stress-strain responses of the ship's structure in high wave were analyze... Based on the stress-strain data collected by a CSSMAS (container ship structure monitoring and analyzing system) onboard a container vessel, stress-strain responses of the ship's structure in high wave were analyzed and illustrated for the identification of reasonable safe course sections. Besides the ship's structure safety, the maneuvering convenience is also deemed as a main concern which influences the safety of vessels in heavy waves. In order to develop a comprehensive guidance in adverse weather condition, the basic requirements on maneuvering convenience for vessels in storm were further discussed. In combination of the two requirements, namely structure health and maneuvering convenience, a proposed operational method was thus developed, which was an amendment to the traditional navigational method for ship in extreme weather. At the end of this paper, an example of optimal course planning in bad weather was illustrated by using the operational method proposed. 展开更多
关键词 Structural health maneuvering convenience extreme weather operational method
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Study on Unsteady Hydrodynamic Performance of Propeller in Waves 被引量:1
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作者 Qingxin Zhao Chunyu Guo +2 位作者 Yumin Su Tian Liu Xiangyin Meng 《Journal of Marine Science and Application》 CSCD 2017年第3期305-312,共8页
The speed of a ship sailing in waves always slows down due to the decrease in efficiency of the propeller. So it is necessary and essential to analyze the unsteady hydrodynamic performance of propeller in waves. This ... The speed of a ship sailing in waves always slows down due to the decrease in efficiency of the propeller. So it is necessary and essential to analyze the unsteady hydrodynamic performance of propeller in waves. This paper is based on the numerical simulation and experimental research of hydrodynamics performance when the propeller is under wave conditions. Open-water propeller performance in calm water is calculated by commercial codes and the results are compared to experimental values to evaluate the accuracy of the numerical simulation method. The first-order Volume of Fluid(VOF) wave method in STAR CCM+ is utilized to simulate the three-dimensional numerical wave. According to the above prerequisite, the numerical calculation of hydrodynamic performance of the propeller under wave conditions is conducted, and the results reveal that both thrust and torque of the propeller under wave conditions reveal intense unsteady behavior. With the periodic variation of waves, ventilation, and even an effluent phenomenon appears on the propeller. Calculation results indicate, when ventilation or effluent appears, the numerical calculation model can capture the dynamic characteristics of the propeller accurately, thus providing a significant theory foundation forfurther studying the hydrodynamic performance of a propeller in waves. 展开更多
关键词 propulsive performance ventilation phenomenon open water test wave condition unsteady characteristics
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Simulation of Wave Impact on a Horizontal Deck Based on SPH Method 被引量:3
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作者 孙家文 梁书秀 +1 位作者 孙昭晨 赵西增 《Journal of Marine Science and Application》 2010年第4期372-378,共7页
A numerical model was established for simulating wave impact on a horizontal deck by an improved incompressible smoothed particle hydrodynamics (ISPH). As a grid-less particle method, the ISPH method has been widely u... A numerical model was established for simulating wave impact on a horizontal deck by an improved incompressible smoothed particle hydrodynamics (ISPH). As a grid-less particle method, the ISPH method has been widely used in the free-surface hydrodynamic flows with good accuracy. The improvement includes the employment of a corrective function for enhancement of angular momentum conservation in a particle-based calculation and a new estimation method to predict the pressure on the horizontal deck. The simulation results show a good agreement with the experiment. The present numerical model can be used to study wave impact load on the horizontal deck. 展开更多
关键词 incompressible smoothed particle hydrodynamics (ISPH) wave impact kernel gradient correction
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A back-propagation neural-network-based displacement back analysis for the identification of the geomechanical parameters of the Yonglang landslide in China 被引量:1
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作者 YU Fang-wei PENG Xiong-zhi SU Li-jun 《Journal of Mountain Science》 SCIE CSCD 2017年第9期1739-1750,共12页
Xigeda formation is a type of hundredmeter-thick lacustrine sediments of being prone to triggering landslides along the trunk channel and tributaries of the upper Yangtze River in China. The Yonglang landslide located... Xigeda formation is a type of hundredmeter-thick lacustrine sediments of being prone to triggering landslides along the trunk channel and tributaries of the upper Yangtze River in China. The Yonglang landslide located near Yonglang Town of Dechang County in Sichuan Province of China, which was a typical Xigeda formation landslide, was stabilized by anti-slide piles. Loading tests on a loading-test pile were conducted to measure the displacements and moments. The uncertainty of the tested geomechanical parameters of the Yonglang landslide over certain ranges would be problematic during the evaluation of the landslide. Thus, uniform design was introduced in the experimental design,and by which, numerical analyses of the loading-test pile were performed using Fast Lagrangian Analysis of Continua(FLAC3D) to acquire a database of the geomechanical parameters of the Yonglang landslide and the corresponding displacements of the loadingtest pile. A three-layer back-propagation neural network was established and trained with the database, and then tested and verified for its accuracy and reliability in numerical simulations. Displacement back analysis was conducted by substituting the displacements of the loading-test pile to the well-trained three-layer back-propagation neural network so as to identify the geomechanical parameters of the Yonglang landslide. The neuralnetwork-based displacement back analysis method with the proposed methodology is verified to be accurate and reliable for the identification of the uncertain geomechanical parameters of landslides. 展开更多
关键词 Back-propagation neural network Displacement back analysis Geomechanical parameters Landslide Numerical analysis Uniform design Xigeda formation
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