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对船用组合导航系统中占主要地位的惯导系统进行故障诊断研究,提出了基于遗传算法优化的神经网络故障诊断模型.利用改进的遗传算法对BP神经网络的权值和阈值进行遗传操作,获得具有一定遍历性的初始权值和周值,然后再利用神经网络的L-M训练方法进行训练,克服了BP神经网络搜索速度慢和容易陷入局部极值的缺点,保证了训练过程收敛.对采集到的传感器故障信号进行预处理,故障特征信号作为改进遗传神经网络的输入信号来检测故障.采用惯导系统陀螺仪故障信号进行仿真研究,结果表明此方法可有效地检测故障且提高了系统精度. 相似文献
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由于交通流预测具有高度的非线性特点,这与BP神经网络能够处理非线性问题的特征相符合。但BP神经网络算法易使解陷入局部极小,而遗传算法的全局优化能力则恰恰可以克服这一缺点。文中将遗传算法应用于对BP神经网络模型的改进来对交通流进行预测。通过对预测数据与实测数据的比较分析,证实了改进后的方法更为有效。 相似文献
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《中国修船》2020,(4)
为诊断与分析船舶同步发电机定转子绕组匝间短路故障,文章采用基于主成分分析法(PCA)和遗传算法(GA)优化BP神经网络(GA-BP神经网络)的故障诊断方法。首先利用Maxwell软件平台故障仿真得到的定子三相电流作为特征信号,通过小波包分解重构以及PCA降维的处理方式,生成15维的样本数据,降低了网络规模以及处理计算时间,并针对传统BP神经网络收敛速度慢以及易陷入局部极小值的特点,利用GA算法对BP神经网络权值与阈值进行优化。通过样本数据对GA-BP神经网络进行训练测试,验证了PCA和GA-BP神经网络对于船舶同步发电机定转子匝间短路故障诊断具有可行性以及准确性。 相似文献
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船舶各种设备故障的早期诊断和预测,对船舶的安全运行具有非常重要的意义。由于船舶上设备繁多,运行环境特殊,因此,各种设备的故障症状与故障原因之间关系十分复杂,使用传统诊断方法在实际应用中效果不理想。BP神经网络在故障诊断中有广泛的应用,但由于BP网络采用的是沿梯度下降的搜索求解算法,存在收敛速度慢,且容易陷入局部极小等问题。而遗传算法具有全局搜索速度快的优点。为此,采用自适应遗传算法来优化BP神经网络,并以船舶主机轴系的故障诊断为实例,证明遗传算法优化的BP网络方法非常适用于对船舶各种设备故障的早期诊断和预测。 相似文献
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《船舶与海洋工程学报》2014,(1):126-126
正San Francisco,California,June 8-13,2014.OMAE 2014 is the ideal forum for researchers,engineers,managers,technicians and students from the scientific and industrial communities from around the world to:·meet and present advances in technology and its scientific support;·to exchange ideas and experiences whilst promoting technological progress and its application in industry·to promote international cooperation in ocean,offshore and arctic engineering.In line with the tradition of excellence of previous OMAE conferences,more than 900 technical papers are planned for presentation.Outreach for Engineers Specialty Forum This Specialty Forum is designed for students and professionals who may not be familiar with the Ocean and Offshore industry,as well as those who have just recently specialized in this field. 相似文献
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《船舶与海洋工程学报》2014,(2)
正In the paper"Influence of Fouling Assemblage on the Corrosion Behaviour of Mild Steel in the Coastal Waters of The Gulf of Mannar,India"in Vol.12,No.4,Page:509,References were lost,and the two authors’biographies were identical.The correct text is shown below.We apologize to the authors and our readers for any inconvenience caused by the errors. 相似文献
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《船舶与海洋工程学报》2014,(4)
正St.John's,Newfoundland,Canada,May 31-June 5,2015 OMAE2015 is the ideal forum for researchers,engineers,managers,technicians and students from the scientific and industrial communities from around the world to: meet and present advances in technology and its scientific support; 相似文献
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联合作战计划和执行系统 总被引:2,自引:1,他引:1
全球指挥控制系统(GCCS)实施当前美国海军网络中心战信息基础设施的联合计划网络。联合作战计划和执行系统(JOPES)支持GCCS实现联合计划。JOPES有两类计划:时间不限的精密预案计划生成作战计划、方案计划或职能计划;时间敏感的危机行动计划生成作战命令或战役方案。前者在和平时期创建的作战计划是后者的计划基础,加速应付危机的能力。 相似文献
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Recent measurements of wave induced hull strain and flexure in RN warships are presented together with the derivation of the current design criteria for extreme hull girder bending loads. The history of the development of the shipboard instrumentation used is given and recent developments to improve the quality and ease of analysis of the data are described. An unexpectedly high transverse asymmetry in the longitudinal strains measured in destroyers is shown to be the result of a combination of vertical and lateral bending in oblique seas. Finally recent theoretical comparisons between the loading of Deep-Vee hulls and conventional UK rounded bilge hulls are presented which demonstrate the higher loading experienced by this type of hull form. 相似文献
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《船舶与海洋工程学报》2014,(1)
正19–24 October 2014 SingaporeCONFERENCE THEMES The overall aim of the ICHD Conference is to provide a forum for participants from around the world to review,discuss and present the latest developments in the broad discipline of hydrodynamics and fluid mechanics.The first International Conference on Hydrodynamics(ICHD)was initiated in 1994 in Wuxi,China.Since then,9 more ICHD conferences were held subsequently in Hong Kong,Seoul,Yokohama,Tainan,Perth,Ischia,Nantes,Shanghai and St Petersburg.Evidently the ICHD conference has become an important event among academics,researchers,engineers and operators,working in the fields closely related to the science and technology of hydrodynamics.The 11th ICHD will be held in Singapore in 2014. 相似文献
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《船舶与海洋工程学报》2014,(2)
正November 4-6,2014Moody Gardens HotelConvention Center/Galveston,TX The Deepwater Operations Conference and Exhibition is celebrating its 12th anniversary this year.This growing event will continue the tradition of excellence in addressing operational challenges involved in developing deepwater resources.We will return to the Moody Gardens Hotel and Convention Center on November 5-7,2014 in Galveston,Texas. 相似文献
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In terms of equal sailing distances, where is the inflexion when ships depart from ports in the Asian Continent to New York via Suez and/or Panama?
The answer is China South Port Group (Hong Kong, Shenzhen and Guangzhou). 相似文献
The answer is China South Port Group (Hong Kong, Shenzhen and Guangzhou). 相似文献
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Gunnar Alexandersson Staffan Hultén Frode Longva 《Research in Transportation Economics》2010,29(1):212-218
Despite the many socio-economic similarities between Sweden and Norway, differences in jurisdiction, organisation, cooperation, and financing of long-distance passenger train and coach services have led to the development of four distinctively different ways of serving the markets. This paper describes how the train and coach markets have developed in the two countries, with emphasis on regulatory and industrial structure and a couple of performance variables.Looking at passenger rail, both countries separated infrastructure from operation over a decade ago. However, while Norwegian rail is characterised by an almost monopoly supplier, rail services in Sweden are partly decentralised to the responsibility of county authorities and are widely subjected to competitive tendering. The rest of the network is about to be opened up for on-the-track competition. Swedish Rail (SJ) has spent the last decades consolidating its core business (passenger rail) and sold out its other businesses. In contrast, the Norwegian state rail (NSB) has expanded its business to become a major bus operator and property owner, with extensions also into the Swedish market.The coach industry was more recently deregulated in both countries. The Swedish coach market is dominated by privately owned companies operating services to and from Stockholm. In Norway, state-owned NSB is a major coach operator on medium distance routes, and is also the largest partner of Nor-Way Bussekspress which totally dominates long-distance coach services. Further, the Norwegian coach market is characterised by cross-ownership and cooperation which has enabled an extensive route network which covers most of Norway.We find distinct differences in achievements in the two modes and in the two countries. Swedish rail services have succeeded in winning market shares and in renewing and developing both infrastructure and service levels to a greater extent than the Norwegian model. On the other hand, the Norwegian coach market seems to be more developed and efficient compared to its Swedish counterpart.The paper concludes with a discussion on the possible links between the different approaches and the performance observed, with the aim to stimulate further and more detailed research on some important issues. 相似文献