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Iceberg Draft Prediction Using Several Tree-Based Machine Learning Models
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作者 AZIMI Hamed SHIRI Hodjat 《Journal of Ocean University of China》 2025年第5期1269-1288,共20页
The Arctic region is experiencing accelerated sea ice melt and increased iceberg detachment from glaciers due to climate change.These drifting icebergs present a risk and engineering challenge for subsea installations... The Arctic region is experiencing accelerated sea ice melt and increased iceberg detachment from glaciers due to climate change.These drifting icebergs present a risk and engineering challenge for subsea installations traversing shallow waters,where ice-berg keels may reach the seabed,potentially damaging subsea structures.Consequently,costly and time-intensive iceberg manage-ment operations,such as towing and rerouting,are undertaken to safeguard subsea and offshore infrastructure.This study,therefore,explores the application of extra tree regression(ETR)as a robust solution for estimating iceberg draft,particularly in the preliminary phases of decision-making for iceberg management projects.Nine ETR models were developed using parameters influencing iceberg draft.Subsequent analyses identified the most effective models and significant input variables.Uncertainty analysis revealed that the superior ETR model tended to overestimate iceberg drafts;however,it achieved the highest precision,correlation,and simplicity in estimation.Comparison with decision tree regression,random forest regression,and empirical methods confirmed the superior perfor-mance of ETR in predicting iceberg drafts. 展开更多
关键词 sea-bottom founded structures iceberg draft extra tree regression decision tree regression random forest regression
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Impact of Crosswind on Steady-State and Dynamic Performance of Natural Draft Dry Cooling Tower Group:A Numerical Analysis
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作者 Xuhui Jiang Xi Zhang +4 位作者 Song Wang Ruiqiong Wang Peng Zou Jingzhou Lu Xiaoxiao Li 《Frontiers in Heat and Mass Transfer》 EI 2024年第1期193-216,共24页
This study investigates the performance of a natural draft dry cooling tower group in crosswind conditions through numerical analysis.A comprehensive three-dimensional model is developed to analyze the steady-state an... This study investigates the performance of a natural draft dry cooling tower group in crosswind conditions through numerical analysis.A comprehensive three-dimensional model is developed to analyze the steady-state and dynamic behavior of the towers.The impact of wind speed and direction on heat rejection capacity and flow patterns is examined.Results indicate that crosswinds negatively affect the overall heat transfer capacity,with higher crosswind speeds leading to decreased heat transfer.Notably,wind direction plays a significant role,particularly at 0°.Moreover,tower response time increases with higher crosswind speeds due to increased turbulence and the formation of vortices.The response times are generally similar for wind directions of 45°and 90°,but differ when facing 0,where the leeward tower exhibits a shorter response time compared to the windward tower.These findings provide valuable insights into the performance of natural draft dry cooling tower groups under crosswind conditions,which can inform the design and operation of similar systems in practical applications. 展开更多
关键词 Natural draft dry cooling tower group CROSSWIND dynamic characteristics
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Performance Evaluation of Solar Chimney Draft: Application to Ventilation
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作者 Boukaré Ouedraogo Adama Ouedraogo +2 位作者 Arouna Kabore Kalifa Palm Dieudonné Joseph Bahiebo 《Smart Grid and Renewable Energy》 2024年第4期107-122,共16页
Ventilation is one of the factors contributing to energy consumption in buildings and food preservation. The solar chimney proves to be an alternative for reducing conventional energy consumption. Thus, in this study,... Ventilation is one of the factors contributing to energy consumption in buildings and food preservation. The solar chimney proves to be an alternative for reducing conventional energy consumption. Thus, in this study, the performance of a solar chimney with two active faces for thermally drawing air from a chamber for preserving agri-food products was evaluated. These performances were experimentally assessed through data measurements: temperatures and velocities within the chimney, and their analysis using Excel and MATLAB. The obtained results were compared with those from literature to verify their validity. From this study, it is found that the maximum temperature at the chimney outlet reaches 49.4˚C with an average value of 43.7˚C. Additionally, the heating evolution of the chimney air presents four (04) identical phases in pairs, reflecting the chimney’s operation throughout day. The temperature difference between the outlet and inlet of the chimney reaches a maximum of 17˚C with an average of 12.6˚C. Regarding airflow, the maximum air velocity at the chimney outlet is 0.8 m/s, and the average velocities have consistently been greater than or equal to 0.46 m/s. Thus, it can be concluded that the solar chimney is capable of providing ventilation for the preservation chamber through thermal draft. 展开更多
关键词 Solar Chimney Natural Ventilation Thermal draft AIRFLOW Chimney Effect
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Influences of fillet radius and draft angle on local loading process of titanium alloy T-shaped components 被引量:2
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作者 张大伟 杨合 +1 位作者 孙志超 樊晓光 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第12期2693-2704,共12页
In order to study influences of geometric parameters on the T-shaped components local loading process, a new mathematical model considering the fillet radius and draft angle was established by using the slab method. T... In order to study influences of geometric parameters on the T-shaped components local loading process, a new mathematical model considering the fillet radius and draft angle was established by using the slab method. The results obtained by the mathematical model agree with the data form experiment and numerical simulation, and the results are closer to the experimental and simulation results. The influence of draft angle may be neglected under the forming conditions used. The influence of fillet radius is notable, especially in the case that the ratio of fillet radius to rib width is less than 0.75. 展开更多
关键词 fillet radius draft angle T-shaped component local loading slab method
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X─Window应用程序与I─DEAS Drafting的集成技术
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作者 何小燕 费翔 吴介一 《计算机应用研究》 CSCD 1999年第7期42-44,共3页
对软件二次开发中应用程序与绘图软件的集成技术进行了探讨;着重介绍了X─Window应用程序与I─DEASDrafting绘图软件的集成方法,通过此方法,可为用户提供一个集成的绘图环境.
关键词 X-WINDOW I-DEAS draftING 软件二次开发
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Draft sensation distribution of air jet supply system in large space building in summer
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作者 蔡宁 黄晨 曹伟武 《Journal of Southeast University(English Edition)》 EI CAS 2010年第2期246-248,共3页
To study the draft sensation distribution of an air jet supply system in a large space building in summer,experiments are conducted in a large laboratory.The temperature,velocity and draft sensation distributions at a... To study the draft sensation distribution of an air jet supply system in a large space building in summer,experiments are conducted in a large laboratory.The temperature,velocity and draft sensation distributions at a nozzle height of 4 m in the occupied zone are obtained.Then,the numerical simulation under the test condition is carried out by the computational fluid dynamics(CFD)method.The calculation results of the indoor vertical temperature and the draft sensation distribution are validated by the test data.Simulations with different nozzle heights are conducted.The satisfactory air supply condition is determined by analyzing the draft sensations and the temperatures in the occupied zone under three conditions.The simulation results show that the optimal draft sensation distribution and the uniform temperature and velocity fields can be obtained at a nozzle height of 5 m. 展开更多
关键词 computational fluid dynamics draft sensation air jet supply thermal comfort
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The Effect of the Operational Parameters on the Draft Requirement of Ripping in a Sandy Clay Soil 被引量:1
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作者 John Ndisya Ayub Gitau +1 位作者 Duncan Mbuge Angela Hiuhu 《Open Journal of Optimization》 2016年第1期1-13,共13页
This study set out to investigate the effect of operational parameters (i.e. ripping depth and operational speed) during a ripping operation on the draft requirement during ripping in a sandy-clay soil. Field experime... This study set out to investigate the effect of operational parameters (i.e. ripping depth and operational speed) during a ripping operation on the draft requirement during ripping in a sandy-clay soil. Field experiments, laboratory tests and numerical modelling techniques were utilised to observe how the draft force varied with changing values of the operational parameters. The discrete element method in the EDEM Academic<sup>TM</sup> software platform was employed to model the soil en-masse to obtain a virtual experimentation platform on which different treatments combing different settings of the operational parameters were investigated. Statistical methods, including ANOVA, regression analysis and the student t-test were applied to establish the significance of the effect of the operational parameters on the draft requirement;statistical analysis revealed that the draft increased linearly with the ripping depth and operating speed suggesting that they are directly proportional. Lower values of the ripping depth and operating speed were found to give the minimum amount of the draft requirement. 展开更多
关键词 draft Requirement Discrete Element Method Numerical Simulation Specific draft Ripping Depth Operational Speed
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基于UG/Drafting的国标化工程辅助制图软件
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作者 龚雄 赵建军 《机械工程师》 2004年第7期19-22,共4页
介绍了基于UG/Drafting的国标化工程辅助制图软件(InteCAD),描述了系统的设计思想和主要功能。从使用过程中来看,该软件能够满足工程制图的实际需求。
关键词 计算机应用 UG/drafting 国标化 工程图
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The Mechanism of Eliminating Drafting Waves in Spinning
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作者 陈革 王幼江 李姝佳 《Journal of Donghua University(English Edition)》 EI CAS 2009年第2期154-158,共5页
The mechanism of the staple yarn's drafting waves during roller drafting is analyzed in this paper.It's concluded that the dynamic friction coefficient is greater than the static friction coefficient on the fr... The mechanism of the staple yarn's drafting waves during roller drafting is analyzed in this paper.It's concluded that the dynamic friction coefficient is greater than the static friction coefficient on the friction behavior of fibers,and the difference is largely responsible for the "stick-slip" motion of fibers which causes the drafting waves during drafting.In this paper,it's expected that when a high frequency undulating wave is imposed on the fiber strand in the drafting zone of roller system,the friction among fibers is dominated by the dynamic friction rather than the static friction,and thus the "stick-slip" motion will be eliminated.As a result,the fiber binding effect causing drafting waves can be significantly reduced.This hypothesis is verified by an experiment,and it can be applied in developing new spinning drafting device. 展开更多
关键词 SPINNING draftING drafting waves floating fibers
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Comprehensive Drafts of Woven Fabrics
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作者 Oghale Omojuwouvie Okpu Ojeo Oluwafunmilayo Loromeke 《Journal of Textile Science and Technology》 2020年第3期130-143,共14页
The crux of this paper is based on the pattern drafting of woven fabrics. It is necessary because many textile designers or weavers cannot generate and develop their personal pattern drafts for weaving. It is obvious ... The crux of this paper is based on the pattern drafting of woven fabrics. It is necessary because many textile designers or weavers cannot generate and develop their personal pattern drafts for weaving. It is obvious that they mainly copy other people’s designs to weave. This paper therefore has provided an easy and simple way to learn, focus and develop their original designs to weave. The practical production method is used to create, generate and develop the pattern drafts in this paper. The paper focuses on the components of the pattern draft which will surely help to forecast and have a view of the appearance of the design before it is woven on the cloth. In conclusion, the weaver will be able to record and document his/her original works for posterity. 展开更多
关键词 Pattern draft Basic Unit Lifting Plan Threading and Treadling drafts
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在UG/Drafting中实现格式刷功能
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作者 李如忠 《机械工程与自动化》 2009年第5期181-182,共2页
介绍了利用二次开发技术在UG/Drafting中实现格式刷功能的原理和具体方法,并利用配置文件的方法实现了有选择性的格式刷功能,编制了相应的程序,提高了UG软件的易用性,具有较强的实用价值。
关键词 UG/drafting 格式刷 二次开发
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Drafting实现机械制图附助标注
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作者 肖鹏东 《现代计算机》 1995年第9期15-15,14,共2页
本文基于I—DEAS Drafting进行了二次开发,实现了机械制图中的附助标注。
关键词 机械制图 附助标注 draftING
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基于UG/Drafting的公差标注系统开发研究 被引量:2
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作者 庞广智 任家骏 +2 位作者 吴凤林 孙桓五 李颖 《机械管理开发》 2009年第3期148-149,共2页
针对当前UG/Drafting平台公差标注的薄弱环节,提出了公差标注的系统架构,并介绍了框架设计的基本内容;最后利用Visual C++6.0编译器,以UG/OPEN为工具开发了二维公差标注系统。开发的系统可满足工程制图的实际需要,并对UG其他方面的二次... 针对当前UG/Drafting平台公差标注的薄弱环节,提出了公差标注的系统架构,并介绍了框架设计的基本内容;最后利用Visual C++6.0编译器,以UG/OPEN为工具开发了二维公差标注系统。开发的系统可满足工程制图的实际需要,并对UG其他方面的二次开发有一定指导意义。 展开更多
关键词 公差 UG/drafting 二次开发 UG/OPEN
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UG/Drafting国标化工程辅助制图软件的研究与实践 被引量:2
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作者 龚雄 赵建军 王启付 《计算机工程与设计》 CSCD 北大核心 2005年第2期473-475,共3页
通过运行于UG/Drafting平台上的国标化工程辅助制图软件(InteCAD)的研究与开发,提出了UG二次开发的系统架构,并对图形对象识别及面向对象的多层图组管理等关键技术进行了详细探讨,对UG及其它平台上的二次开发有一定指导意义,所引入的In... 通过运行于UG/Drafting平台上的国标化工程辅助制图软件(InteCAD)的研究与开发,提出了UG二次开发的系统架构,并对图形对象识别及面向对象的多层图组管理等关键技术进行了详细探讨,对UG及其它平台上的二次开发有一定指导意义,所引入的InteCAD系统可以满足工程制图的实际需要。 展开更多
关键词 UG 制图软件 图形对象 二次开发 面向对象 组管理 CAD 标化 辅助 指导意义
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Expert consensus on standardized diagnosis and treatment for heat stroke(draft) 被引量:12
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作者 People’s Liberation Army Professional Committee of Critical Care Medicine 《Journal of Medical Colleges of PLA(China)》 CAS 2015年第1期1-10,共10页
Overview Heats stroke(HS)is severe sunstroke caused by a rapid increase in one’s core temperature in excess of 40°C from exposure to a hot and humid environment.HS is accompanied by serious clinical syndromes th... Overview Heats stroke(HS)is severe sunstroke caused by a rapid increase in one’s core temperature in excess of 40°C from exposure to a hot and humid environment.HS is accompanied by serious clinical syndromes that damage multiple organ systems.h ese syndromes include burning skin and impaired awareness,such as delir ium,conv ul sions,and loss of consciousness.Exertional heat stroke(EHS)is caused by a rapid increase in one’s core temperature in excess of 40°C from high intensity 展开更多
关键词 standardized CONSCIOUSNESS awareness CONSENSUS impaired draft INFUSION INTRAVENOUS ACCOMPANIED nutrition
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CFD-Based Method of Determining Form Factor k for Different Ship Types and Different Drafts 被引量:6
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作者 Jinbao Wang Hai Yu +1 位作者 Yuefeng Zhang Xiaoqing Xiong 《Journal of Marine Science and Application》 CSCD 2016年第3期236-241,共6页
The value of form factor k at different drafts is important in predicting full-scale total resistance and speed for different types of ships. In the ITTC community, most organizations predict form factor k using a low... The value of form factor k at different drafts is important in predicting full-scale total resistance and speed for different types of ships. In the ITTC community, most organizations predict form factor k using a low-speed model test. However, this method is problematic for ships with bulbous bows and transom. In this article, a Computational Fluid Dynamics(CFD)-based method is introduced to obtain k for different type of ships at different drafts, and a comparison is made between the CFD method and the model test. The results show that the CFD method produces reasonable k values. A grid generating method and turbulence model are briefly discussed in the context of obtaining a consistent k using CFD. 展开更多
关键词 form factor computational fluid dynamics(CFD) Prohaska method model test different ship type different draft
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Draft effect on wave action with a semi-infinite elastic plate 被引量:4
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作者 TENG Bin GOU Ying +1 位作者 CHENG Liang LIU Shuxue 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2006年第6期116-127,共12页
A method for analyzing reflection and transmission of ocean waves from a semi-infinlte elastic plate with a draft is developed. The relation of energy conservation for plates with three different edge conditions ( fr... A method for analyzing reflection and transmission of ocean waves from a semi-infinlte elastic plate with a draft is developed. The relation of energy conservation for plates with three different edge conditions ( free, simply supported and built-in) is also derived. It is found that the present method satisfies the energy relation very well. The effects of draft on wave reflection and transmission coefficients as well as on the vertical vibration of the plates are examined through numerical tests. It is demonstrated that the zero draft assumption works well for low wave frequencies, but the effect of plate draft becomes significant for high wave frequencies. 展开更多
关键词 elastic plate draft water waves INTERACTION REFLECTION TRANSMISSION
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Full scale experimental study of a small natural draft dry cooling tower for concentrating solar thermal power plant 被引量:5
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作者 Xiaoxiao Li Sam Duniam +3 位作者 Hal Gurgenci Zhiqiang Guan Anand Veeraragavan 侯恩哲 《建筑节能》 CAS 2017年第5期113-113,共1页
Concentrating solar thermal power system can provide low carbon,renewable energy resources in countries or regions with strong solar irradiation.For this kind of power plant which is likely to be located in the arid a... Concentrating solar thermal power system can provide low carbon,renewable energy resources in countries or regions with strong solar irradiation.For this kind of power plant which is likely to be located in the arid area,natural draft dry cooling tower is a promising choice.To develop the experimental studies on small cooling tower,a 20 m high natural draft dry cooling tower with fully instrumented measurement system was established by the Queensland Geothermal Energy Centre of Excellence.The performance of this cooling tower was measured with the constant heat input of 600 kW and 840 kW and with ambient temperature ranging from 20 ℃ to 32 ℃.The cooling tower numerical model was refined and validated with the experimental data.The model of 1 MW concentrating solar thermal supercritical CO2 power cycle was developed and integrated with the cooling tower model.The influences of changing ambient temperature and the performance of the cooling tower on efficiency of the power system were simulated.The differences of the mechanism of the ambient temperature effect on Rankine cycle and supercritical CO2 Brayton cycle were analysed and discussed. 展开更多
关键词 TOWER draft SUPERCRITICAL Rankine LIKELY AMBIENT refined irradiation RENEWABLE Queensland
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Oblique wave scattering by a semi-infinite elastic plate with finite draft floating on a step topography 被引量:4
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作者 GUO Yunxia LIU Yong MENG Xun 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第7期113-121,共9页
On the basis of a potential theory and Euler-Bernoulli beam theory, an analytical solution for oblique wave scattering by a semi-infinite elastic plate with finite draft floating on a step topography is developed usin... On the basis of a potential theory and Euler-Bernoulli beam theory, an analytical solution for oblique wave scattering by a semi-infinite elastic plate with finite draft floating on a step topography is developed using matched eigenfunction expansions. Different from previous studies, the effects of a wave incident angle, a plate draft, three different plate edge conditions (free, simply supported and built-in) and a sea-bottom topography are all taken into account. Moreover, the plate edge conditions are directly incorporated into linear algebraic equations for determining unknown expansion coefficients in velocity potentials, which leads to a simple and efficient solving procedure. Numerical results show that the convergence of the present solution is good, and an energy conservation relation is well satisfied. Also, the present predictions are in good agreement with known results for special cases. The effects of the wave incident angle, the plate draft, the plate edge conditions and the sea-bottom topography on various hydrodynamic quantities are analyzed. Some useful results are presented for engineering designs. 展开更多
关键词 elastic plate draft plate edge conditions matched eigenfunction expansions oblique waves step topography
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