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Computational Analysis on the Hydrodynamics of a Semisubmersible Naval Ship
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作者 Utku Cem Karabulut Baris Barlas 《哈尔滨工程大学学报(英文版)》 2025年第2期331-344,共14页
Semisubmersible naval ships are versatile military crafts that combine the advantageous features of high-speed planing crafts and submarines.At-surface,these ships are designed to provide sufficient speed and maneuver... Semisubmersible naval ships are versatile military crafts that combine the advantageous features of high-speed planing crafts and submarines.At-surface,these ships are designed to provide sufficient speed and maneuverability.Additionally,they can perform shallow dives,offering low visual and acoustic detectability.Therefore,the hydrodynamic design of a semisubmersible naval ship should address at-surface and submerged conditions.In this study,Numerical analyses were performed using a semisubmersible hull form to analyze its hydrodynamic features,including resistance,powering,and maneuvering.The simulations were conducted with Star CCM+version 2302,a commercial package program that solves URANS equations using the SST k-ωturbulence model.The flow analysis was divided into two parts:at-surface simulations and shallowly submerged simulations.At-surface simulations cover the resistance,powering,trim,and sinkage at transition and planing regimes,with corresponding Froude numbers ranging from 0.42 to 1.69.Shallowly submerged simulations were performed at seven different submergence depths,ranging from D/LOA=0.0635 to D/LOA=0.635,and at two different speeds with Froude numbers of 0.21 and 0.33.The behaviors of the hydrodynamic forces and pitching moment for different operation depths were comprehensively analyzed.The results of the numerical analyses provide valuable insights into the hydrodynamic performance of semisubmersible naval ships,highlighting the critical factors influencing their resistance,powering,and maneuvering capabilities in both at-surface and submerged conditions. 展开更多
关键词 Semisubmersible naval ship Ship resistance Planing hull Computational fluid dynamics URANS equations Free surface effect High-resolution-interface-capturing scheme Numerical ventilation problem
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Monitoring of urinary iodine concentration in naval pilots:should iodine be supplemented or limited at coastal stations?
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作者 Jia Zeng Qi Li +7 位作者 Xiang Lu Dan-Dan Liu Rong-Guan Jiao Yan-Qing Jiang Yan-Bing Liu Wan-Qing Xu Jun Ma Guo-Li Gu 《Military Medical Research》 2025年第1期154-156,共3页
Dear Editor,In recent years,there has been a significant upward trend in the detection rate of thyroid diseases among military flight personnel[1].Thyroid diseases not only pose a serious threat to the health of fligh... Dear Editor,In recent years,there has been a significant upward trend in the detection rate of thyroid diseases among military flight personnel[1].Thyroid diseases not only pose a serious threat to the health of flight personnel but also have negative impacts on the aviation safety and combat effectiveness of troops.It has been confirmed that the occurrence and progression of thyroid diseases are closely linked to dietary iodine intake.Studies have manifested that long-term excessive or insufficient iodine intake can lead to thyroid diseases[2,3]. 展开更多
关键词 Naval pilot THYROID Urinary iodine
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Modeling of Naval Vessels Combat System based on Complex Network 被引量:1
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作者 SU Qi Wang Qin +1 位作者 Yu Jingren Ma Liang 《软件》 2014年第5期57-61,共5页
Naval Vessels Combat System is a kind of complex system.The modeling of combat system has become hot issues in the past years.This paper proposed a new method to establish models of combat system based on the theory o... Naval Vessels Combat System is a kind of complex system.The modeling of combat system has become hot issues in the past years.This paper proposed a new method to establish models of combat system based on the theory of Complex Network.The method of modeling considered the operational entities as nodes.It considered flow of information,substance and energy as edges in a network.The research also carries on a simulation to prove the applicability.Ultimately,the paper concluded that this method is applicable and accurate. 展开更多
关键词 Naval COMBAT COMBAT OPERATIONAL COMMAND concluded CLUSTERING applicable naval COMES
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Develop Naval Cadets'Global Competence through"Belt and Road"Ini⁃tiative Cooperation and Exchanges
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作者 邓波 《海外英语》 2021年第3期267-268,共2页
Since the 18th National Congress of Chinese Communist Party,the great call for building a maritime power and a power⁃ful military force has set higher standards for Navy’s development and the application of strategie... Since the 18th National Congress of Chinese Communist Party,the great call for building a maritime power and a power⁃ful military force has set higher standards for Navy’s development and the application of strategies.As a maritime military force,the navy bears considerable responsibilities of safeguarding territorial sovereignty,maritime rights and interests with security and development as core mission,and defending the role and image of China as a major county in the world.This paper analyzes and studies naval officers’global competence development from three aspects,and discusses the significance and recommendations of strengthening the development of naval cadets’global competence in cooperation and exchange guided by“Belt and Road”Initia⁃tive(BRI). 展开更多
关键词 Chinese Navy Belt&Road Initiative(BRI) Global Competence Naval Cadets Cooperation and Exchanges
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Design and analysis of a scheme for the naval gun test shell entering the bore 被引量:1
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作者 Xin-yun Liu Da-lin Wu Jian Hou 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第4期1374-1386,共13页
The test shell without projectile belt is widely used in the teaching,inspection and maintenance of modern automatic naval guns.In order to ensure the normal work of each mechanism,it is very important to design the b... The test shell without projectile belt is widely used in the teaching,inspection and maintenance of modern automatic naval guns.In order to ensure the normal work of each mechanism,it is very important to design the buffer and limit of the test shell during the process of entering the bore.Taking a certain type of medium caliber naval gun as the research object,the design of colloidal fluid damper and cartridge lock was proposed to ensure the reliability of entering the bore and closing the breechblock.By combining the simulation methods of computational fluid dynamics(CFD)and multibody system dynamic(MBD),it was analyzed whether the structural design can meet the engineering requirements.The research results show that the colloidal fluid damper can dissipate a large amount of kinetic energy of the shell,and the cartridge lock can limit the rebound movement.The combination of the two ensures the smooth process of closing the breechblock.The research provides a design method for the process of the test shell entering the bore,and provides theoretical support for the feasibility of the method. 展开更多
关键词 Naval gun Colloidal fluid damper Cartridge lock CFD MBD
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Research on localization algorithm of naval vessel for submarine based on bearing-range measurements
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作者 崔旭涛 杨日杰 何友 《Journal of Measurement Science and Instrumentation》 CAS 2012年第1期10-13,共4页
Combined with naval vessel practical antisubmarine equipment of towed linear array sonar,a mathematical model of naval vessel localization for submarine based on bearing measurement was built,and localization algorith... Combined with naval vessel practical antisubmarine equipment of towed linear array sonar,a mathematical model of naval vessel localization for submarine based on bearing measurement was built,and localization algorithm was given to solve submarine movement parameters.Localizaiton errors were analyzed.Based on localization model and algorithm,simulations were done to study the effect of factors such as initial distance between submarine and the naval vessel,submarine initial bearing angle measured by the naval vessel and submarine course on localization performance,and then simulation results were given and analyzed.The results have practical value to instruct real antisubmarine.Simulation results show that different target movement situations have great influence on sonar detection and localization performance,so the reasonable choice of sonar position and detection bearing according to the target movement situation can improve sonar detection and localization performance to some degree. 展开更多
关键词 naval vessel bearing measurement submarine localization error analysis localization algorithm
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Effect of welding processes on mechanical and microstructural characteristics of high strength low alloy naval grade steel joints 被引量:9
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作者 S.RAGU NATHAN V.BALASUBRAMANIAN +1 位作者 S.MALARVIZHI A.G.RAO 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2015年第3期308-317,共10页
Naval grade high strength low alloy(HSLA) steels can be easily welded by all types of fusion welding processes. However, fusion welding of these steels leads to the problems such as cold cracking, residual stress, dis... Naval grade high strength low alloy(HSLA) steels can be easily welded by all types of fusion welding processes. However, fusion welding of these steels leads to the problems such as cold cracking, residual stress, distortion and fatigue damage. These problems can be eliminated by solid state welding process such as friction stir welding(FSW). In this investigation, a comparative evaluation of mechanical(tensile, impact,hardness) properties and microstructural features of shielded metal arc(SMA), gas metal arc(GMA) and friction stir welded(FSW) naval grade HSLA steel joints was carried out. It was found that the use of FSW process eliminated the problems related to fusion welding processes and also resulted in the superior mechanical properties compared to GMA and SMA welded joints. 展开更多
关键词 低合金高强度钢 焊接工艺 钢接头 组织结构 力学性能 搅拌摩擦焊 机械特性 焊接方法
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Integration of naval distributed tactical training simulation system based on advanced message queuing protocol 被引量:2
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作者 柳玉 Wen Jiayan Ji Daqin 《High Technology Letters》 EI CAS 2016年第4期385-394,共10页
Aiming at the problems of unreliable data transmission,poor steadiness,nonsupport of complex data types,direct couple between data transmission and exchange,a high-level method based on advanced message queuing protoc... Aiming at the problems of unreliable data transmission,poor steadiness,nonsupport of complex data types,direct couple between data transmission and exchange,a high-level method based on advanced message queuing protocol( AMQP) is proposed to integrate naval distributed tactical training simulation system after serious consideration with current information exchange features of military combat system. Transferring layer in traditional user datagram protocol is implemented by publishing and subscribing scheme of message middleware. By creating message model to standardize message structure,integration architecture is formulated to resolve potential information security risks from inconsistent data type and express data transmission. Meanwhile,a communication model is put forward based on AMQP,which is in the center position of the whole transmission framework and responsible for reliably transferring battlefield data among subsystems. Experiments show that the method can accurately post amounts of data to the subscriber without error and loss,and can get excellent real-time performance of data exchange. 展开更多
关键词 tactical simulation message middleware advanced message queuing protocol(AMQP) software architecture distributed interactive simulation
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The measure and decision of technical risk in the development of naval vessels 被引量:2
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作者 LUE Jian-wei QI Huan SHI Wen-jie 《Journal of Marine Science and Application》 2005年第4期23-28,共6页
The risks in development of navy vessels were explored, The resources of technical risk in the design and development of vessels were mentioned, It was pointed that technical risk dominated the other risk components. ... The risks in development of navy vessels were explored, The resources of technical risk in the design and development of vessels were mentioned, It was pointed that technical risk dominated the other risk components. Based on the writers' understanding and experience from risk analysis and risk ,nanagement to the development of a navy vessel, four measure indexes of technical risk were presented. The decision criteria and the rules corresponding to the indexes were estahlished by the statistic information, 展开更多
关键词 navy vessel development technical risk MEASURE decision criteria
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Treating traumatic brain injury at sea:how to improve the skills and capabilities of the naval medical personnel
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作者 Xin-Jie Hong Kai-Wei Han +7 位作者 Rong-Bin Chen Liang Zhao Dan-Feng Zhang Lei Jiang Yi-Ming Li Li-Quan Lv Li-Jun Hou Tao Xu 《Military Medical Research》 SCIE CAS CSCD 2023年第4期575-576,共2页
Dear Editor,Recent advances in military technology have led to the development of sophisticated and intelligent weapons, which increase mortality and morbidity. Since the advent of highexplosion weapons, "shock w... Dear Editor,Recent advances in military technology have led to the development of sophisticated and intelligent weapons, which increase mortality and morbidity. Since the advent of highexplosion weapons, "shock wave" has surpassed "shrapnel" and become the most important injurious component in conventional combat. Traumatic brain injury(TBI) is a leading cause of disability and death among military personnel and civilians during wartime[1]. Clinically, its symptoms and indications vary depending on the location and severity of the injury. The most frequently observed symptoms included altered consciousness and local dysfunction. 展开更多
关键词 Skill set Competencies Traumatic brain injury NAVY
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Clinical diagnosis,treatment,and medical identification of specific pulmonary infection in naval pilots:Four case reports
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作者 Jia Zeng Guo-Li Zhao +6 位作者 Jia-Cheng Yi Dan-Dan Liu Yan-Qing Jiang Xiang Lu Yan-Bing Liu Fei Xue Jie Dong 《World Journal of Clinical Cases》 SCIE 2022年第16期5487-5494,共8页
BACKGROUND Specific pulmonary infection could seriously threaten the health of pilots and their companions.The consequences are serious.We investigated the clinical diagnosis,treatment,and medical identification of sp... BACKGROUND Specific pulmonary infection could seriously threaten the health of pilots and their companions.The consequences are serious.We investigated the clinical diagnosis,treatment,and medical identification of specific pulmonary infections in naval pilots.CASE SUMMARY We analyzed the medical waiver and clinical data of four pilots with specific pulmonary infections,who had accepted treatment at the Naval Medical Center of Chinese People’s Liberation Army between January 2020 and November 2021,including three cases of tuberculosis and one of cryptococcal pneumonia.All cases underwent a series of comprehensive treatment courses.Three cases successfully obtained medical waiver for flight after being cured,while one was grounded after reaching the maximum flight life after being cured.CONCLUSION Chest computed tomography scanning should be used instead of chest radiography in pilots’physical examination.Most pilots with specific pulmonary infection can be cured and return to flight. 展开更多
关键词 Cryptococcal pneumonia TUBERCULOSIS Diagnosis TREATMENT Medical identification Pilot Pulmonary infection Case report
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Results of recent Pacific-Arctic ice-ocean modeling studies at the Naval Postgraduate School
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作者 Jaclyn Clement Kinney Wieslaw Maslowski 《Chinese Journal of Polar Science》 2008年第2期230-236,共7页
Summary of results from a high - resolution pan - Arctic ice - ocean model are presented for the northern North Pacific, Bering, Chukchi, and Beaufort seas. The main focus is on the mean circulation, communication fro... Summary of results from a high - resolution pan - Arctic ice - ocean model are presented for the northern North Pacific, Bering, Chukchi, and Beaufort seas. The main focus is on the mean circulation, communication from the Gulf of Alaska across the Bering Sea into the western Arctic Ocean and on mesoscale eddy activity within several important ecosystems. Model results from 1979 -2004 are compared to observations whenever possible. The high spatial model resolution at 1/12o (or -9 - km) in the horizontal and 45 levels in the vertical direction allows for representation of eddies with diameters as small as 36 km. However, we believe that upcoming new model integrations at even higher resolution will allow us to resolve even smaller eddies. This is especially important at the highest latitudes where the Rossby radius of deformation is as small as 10 km or less. 展开更多
关键词 numerical modeling high latitude oceanography North Pacific Bering Sea Chukchi Sea Beaufort Sea.
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Analysis of two naval pilots’ ejection injuries: Two case reports
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作者 Jia Zeng Xiao-Peng Liu +5 位作者 Jia-Cheng Yi Xiang Lu Dan-Dan Liu Yan-Qing Jiang Yan-Bing Liu Jian-Quan Tian 《World Journal of Clinical Cases》 SCIE 2022年第24期8667-8672,共6页
BACKGROUND Recently,two naval pilots in a two-seat trainer jet were forced to eject urgently due to sudden mechanical failure during night-time training.They were both successfully rescued and sent to the hospital for... BACKGROUND Recently,two naval pilots in a two-seat trainer jet were forced to eject urgently due to sudden mechanical failure during night-time training.They were both successfully rescued and sent to the hospital for emergency treatment.In this study,we investigate their ejection injuries and recovery process.CASE SUMMARY We analyzed the clinical data of the traumatic condition and recovery process from ejection injuries of two pilots who ejected from a failed trainer jet and survived.After being successfully rescued and sent to the hospital,they were diagnosed with multiple ejection injuries,including eye trauma,limb bone and joint injury,rib and spine injury,and so on.Both cases underwent fluid replacement,acid suppression,nutritional support,hemostasis,bone metabolism improvement,phlegm elimination,psychological measurement,blood circulation promotion and detumescence,physical therapy,and external fixation with braces for 1 mo before being discharged from hospital.They then recuperated in a sanatorium for 2 mo,and the related laboratory tests and supplementary examinations show that they recovered from all the above injuries.After successfully passing the psychological test and physical examination,they returned to flight duty 3 mo after ejection.CONCLUSION The causes and conditions of ejection injury in the pilots were very complex.Although they finally recovered quickly and were released,it also serves as a reminder that attention should be paid to pilots’ejection and parachute training in order to significantly reduce ejection injury and improve the ejection success rate.In addition,air defense support personnel should strengthen search and rescue and on-site emergency measures,and locate and rescue pilots in distress as early as possible to reduce subsequent injuries. 展开更多
关键词 Aerospace medicine Pilots Aviation accidents Wounds and injuries Case report
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Western Pacific Naval Symposium and Asia-Paciflc Multilateral Cooperation on Maritime Security
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作者 Du Jie Qiu Hao 《China International Studies》 2014年第3期57-70,共14页
The Western Pacific Naval Symposium (WPNS) was founded in 1988 and is the only multilateral mechanism in the Asia Pacific region that pushes forward cooperation among naval forces.1 Even though it already has a 26-y... The Western Pacific Naval Symposium (WPNS) was founded in 1988 and is the only multilateral mechanism in the Asia Pacific region that pushes forward cooperation among naval forces.1 Even though it already has a 26-year history, the WPNS has not attracted enough attention, and very little information has been released on its activities among naval forces, 展开更多
关键词 海军力量 西太平洋 海上保安 合作 论坛 亚洲 亚太地区
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2022年全球及中国前列腺癌流行状况分析 被引量:12
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作者 瞿旻 高旭 《海军军医大学学报》 北大核心 2025年第2期229-233,共5页
目的基于WHO公布的2022年全球癌症统计报告,描述和分析全球及中国前列腺癌的发病及死亡状况。方法基于2022全球癌症统计数据,系统性描述全球及中国前列腺癌的发病人数、粗发病率、标化发病率(SIR)、死亡人数、粗死亡率和标化死亡率(SMR)... 目的基于WHO公布的2022年全球癌症统计报告,描述和分析全球及中国前列腺癌的发病及死亡状况。方法基于2022全球癌症统计数据,系统性描述全球及中国前列腺癌的发病人数、粗发病率、标化发病率(SIR)、死亡人数、粗死亡率和标化死亡率(SMR),并根据年龄及人类发展指数(HDI)进行分层分析。使用Pearson相关分析评估SIR、SMR及死亡发病比(M/I)与HDI之间的相关性。结果2022年,全球前列腺癌新发病人数共有146.7万,SIR为29.4/10万,在男性人群所有癌种中排第2位;全球前列腺癌死亡人数为39.7万,SMR为7.3/10万,在男性所有癌种中排第5位。2022年,中国前列腺癌新发病人数为13.4万,SIR为9.7/10万,SMR为3.3/10万,在中国男性人群所有癌种中均排第7位。全球前列腺癌的发病人数和SIR从45岁开始快速增长,死亡人数及SMR从50岁开始呈快速增长趋势;中国前列腺癌的发病人数和SIR自60岁开始快速增长,死亡人数和SMR从65岁开始快速增长。中国前列腺癌的M/I为0.337,在HDI高水平国家和地区中排第30位。Pearson相关分析显示,前列腺癌SIR与HDI(r=0.440,P=0.008)呈正相关,M/I与HDI呈负相关(r=-0.877,P<0.001),而SMR与HDI无关(P>0.05)。结论全球前列腺癌的疾病负担严重。中国前列腺癌的发病率呈逐步上升态势,且存在死亡率高的特点。积极开展前列腺癌早筛、优化多学科协作诊疗模式及全程化管理可提高前列腺癌的诊疗水平,改善患者预后。 展开更多
关键词 前列腺肿瘤 流行病学 全球 中国
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基于改进鸟群算法的舰船管道路径设计方法 被引量:1
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作者 林焰 辛登月 +2 位作者 纪卓尚 李铁骊 王文双 《哈尔滨工程大学学报》 北大核心 2025年第1期27-37,共11页
针对鸟群算法易陷入局部最优解的问题,本文提出一种多维度自由粒子改进鸟群算法,并基于FPBSA算法提出了一种舰船管道路径设计方法。提出一种编码方法,采用莱维飞行替代鸟群算法的随机搜索过程,增强算法寻优能力;设计一种多维度自由粒子... 针对鸟群算法易陷入局部最优解的问题,本文提出一种多维度自由粒子改进鸟群算法,并基于FPBSA算法提出了一种舰船管道路径设计方法。提出一种编码方法,采用莱维飞行替代鸟群算法的随机搜索过程,增强算法寻优能力;设计一种多维度自由粒子用于精准寻优,解决算法在处理多维度问题时容易陷入局部最优解的问题;给出一种新的分支管道处理策略,并给出了一种可用于求解单管道、分支管道混合布置设计的舰船管道路径设计方法。对比实验结果表明:FPBSA算法在相同条件下收敛速度提升了约80%,证明了所提算法的高效性和其卓越的快速收敛性能。同时,通过仿真案例和UTS实际案例进一步证明了所提算法的实用性和可靠性。研究成果可以为实际舰船的管道布置设计提供依据和支撑。 展开更多
关键词 舰船 管道 路径设计 莱维飞行 多维度自由粒子 UTS模型
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基于机器学习的加密流量分类研究综述 被引量:3
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作者 付钰 刘涛涛 +1 位作者 王坤 俞艺涵 《通信学报》 北大核心 2025年第1期167-191,共25页
加密流量分类是网络管理和安全防护的重要组成部分,不过当前网络流量环境复杂多变,致使传统的分类方法已基本失效。而机器学习,尤其是深度学习,凭借强大的特征提取能力已广泛应用于加密流量分类领域。为此,对机器学习驱动的加密流量分... 加密流量分类是网络管理和安全防护的重要组成部分,不过当前网络流量环境复杂多变,致使传统的分类方法已基本失效。而机器学习,尤其是深度学习,凭借强大的特征提取能力已广泛应用于加密流量分类领域。为此,对机器学习驱动的加密流量分类最新成果进行系统性综述,首先将加密流量分类工作划分为数据采集与处理、特征提取与选择及流量分类与性能评估3个部分,分别对应加密流量分类中的数据获取、显著特征构建及模型的应用与验证;接着将这3个部分内容细分为流量采集、数据集构建、数据预处理、特征提取、特征选择、分类模型及性能评估7个阶段;然后分别对这7个阶段进行全面的归纳、总结与分析;最后详细分析当前工作所面临的挑战并展望加密流量分类未来的研究方向。 展开更多
关键词 流量分析 加密流量分类 机器学习 深度学习
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我国癌症的流行特点、防控现状及未来应对策略 被引量:5
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作者 曹广文 《海军军医大学学报》 北大核心 2025年第3期279-290,共12页
我国是癌症负担最重的国家之一。2022年,我国内地地区人口占世界人口总数的18.66%,但是新发癌症例数和癌症死亡例数分别占全球的24.17%和26.44%;其中肺癌、肝癌、胃癌、结直肠癌和食管癌的死亡率居前5位,占全部癌症死亡的67.50%。我国... 我国是癌症负担最重的国家之一。2022年,我国内地地区人口占世界人口总数的18.66%,但是新发癌症例数和癌症死亡例数分别占全球的24.17%和26.44%;其中肺癌、肝癌、胃癌、结直肠癌和食管癌的死亡率居前5位,占全部癌症死亡的67.50%。我国肝癌、胃癌和食管癌年龄标化发病率(ASIR)和年龄标化死亡率(ASMR)有下降趋势,而相应的粗率有增加趋势。肺癌的ASMR在城市地区下降、在农村地区上升,结直肠癌ASIR和ASMR持续上升,提示人口老龄化、工业污染向农村转移和生活方式改变影响了癌症负担。随着中国经济迅速转型,与现代生活方式相关的危险因素如缺乏体育运动、烟酒嗜好、代谢综合征、非健康饮食及心理问题等持续增加,而与贫穷落后相关的危险因素如环境污染、食品污染、慢性感染(包括乙型肝炎病毒、人乳头瘤病毒、幽门螺杆菌和华支睾吸虫感染等)依然存在。这两类原因推升了现阶段中国社会癌症高负担。上述这些病因可通过影响遗传和表观遗传机制直接致癌,但更多的是通过诱导慢性炎症导致炎-癌转化。针对可干预病因进行预防,通过改善生活方式、开展有氧运动以降低全身低强度炎症、提升免疫水平,有助于降低癌症的发生率和死亡率。此外,癌症筛查有助于降低结直肠癌等几种慢性进展类癌症的ASMR。应用队列研究和流行病学方法阐明病因预防、筛查及临床治疗对癌症发生和预后的影响,是癌症三级预防的关键举措。将上游预防工作和下游诊疗工作有机结合,是控制癌症所致期望寿命折损最具成本效益的有效策略。 展开更多
关键词 癌症 发病率 死亡率 危险因素 三级预防 预后
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基于MIDBO-SVR的网络安全态势评估方法 被引量:1
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作者 陈秋琼 徐华志 +1 位作者 熊伟男 刘卫丽 《现代电子技术》 北大核心 2025年第5期101-106,共6页
针对当前网络安全态势评估模型收敛速度慢、准确度不高的问题,提出一种多策略融合改进的蜣螂优化(MIDBO)支持向量回归机(SVR)的网络安全态势评估方法。利用混沌精英反向学习策略初始化蜣螂种群,提升种群多样性和质量;采用自适应权重的... 针对当前网络安全态势评估模型收敛速度慢、准确度不高的问题,提出一种多策略融合改进的蜣螂优化(MIDBO)支持向量回归机(SVR)的网络安全态势评估方法。利用混沌精英反向学习策略初始化蜣螂种群,提升种群多样性和质量;采用自适应权重的黄金正弦策略对滚球蜣螂位置进行更新,以平衡局部挖掘能力和全局搜索能力;引入Lévy飞行策略改进偷窃蜣螂位置更新公式,提高算法跳出局部最优能力;借鉴鲸鱼优化位置更新方法改进繁殖、觅食行为,提高算法的收敛速度和寻优精度。通过MIDBO优化SVR,获得最佳核函数参数和惩罚因子,构建MIDBO-SVR网络安全态势评估模型。实验结果表明,MIDBO-SVR评估模型与APSO-SVR、DBO-SVR和SVR评估模型相比,具有更高的分类准确率和运行效率,综合性能最优。 展开更多
关键词 网络安全 态势评估 多策略 DBO 支持向量回归机 自适应权重
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动态需求情形下多行程多交货期的成品油配送优化 被引量:1
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作者 谢勇 高海龙 +1 位作者 陈于涛 王焕江 《系统仿真学报》 北大核心 2025年第8期2016-2029,共14页
在动态需求情形下,综合考虑订单交货期、车辆运输时间窗等因素,以最大化配送收益为目标,建立了多行程多交货期的成品油周期性配送优化模型,并设计了基于强化学习的大邻域搜索算法进行求解。基于前向插入启发式算法构造初始解;设计了面... 在动态需求情形下,综合考虑订单交货期、车辆运输时间窗等因素,以最大化配送收益为目标,建立了多行程多交货期的成品油周期性配送优化模型,并设计了基于强化学习的大邻域搜索算法进行求解。基于前向插入启发式算法构造初始解;设计了面向邻域算子选择的深度强化学习模型,通过双深度Q网络拟合动作价值函数,以选择最优的邻域操作算子,获得最优配送方案。实验结果表明:基于强化学习的大邻域搜索算法能够在保证求解质量的同时有效提升求解速度。 展开更多
关键词 成品油配送 动态需求 多行程 多交货期 强化学习
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