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海上监测平台通过传感器网络获取大量的海洋环境数据和船舶航行数据,由于作业平台的网络不稳定,数据来源广、类型多,不便于管理,因此,设计合理的船舶数据平台管理系统有重要意义。本研究充分结合物联网技术和传感器融合技术,对船舶大数据平台的数据管理和数据挖掘进行了系统的研究,并设计了一种聚类数据挖掘算法和数据挖掘引擎。 相似文献
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《舰船科学技术》2020,(6)
目前应用的舰船数据挖掘准确度较低,因此设计一种聚类分析算法的海上舰船数据挖掘。在数据挖掘中应用聚类分析算法,需要对数据进行预处理,得到文本数据特征向量集,利用模糊集体现近似关系,根据隶属度的取值将模糊聚类的思想演变为目标函数,将数据集按照目标函数,划分为具有较小差距的群组,初步得到数据挖掘结果,经过评估后,筛选出准确度最高的数据,作为数据挖掘的最终结果。至此完成了聚类分析算法的海上舰船数据挖掘的研究。通过实验表明,设计的数据挖掘准确度平均为92%,比传统的数据挖掘准确度高17.2%,验证了设计的聚类分析算法的海上舰船数据挖掘在提高挖掘准确度方面的可靠性。 相似文献
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《舰船科学技术》2019,(24)
随着海上航线的不断增多与海洋水文环境的不断变化,许多航迹点已存在搁浅风险不适合船舶航行。因此需要通过数据挖掘的方法对风险航迹点进行运算分析,但是传统的数据挖掘方法无法对无关联的航迹点进行风险的数据关联,由此导致数据挖掘数据结果的准确率下降,数据挖掘面有效数据计算量降低。对此提出航迹点搁浅风险数据关联规则挖掘方法研究。通过对航迹点风险数据的假设建模与风险数据的模糊计算,得到风险数据的关联规则,再通过对风险数据关联规则的分类挖掘计算与加权挖掘数据分析,最终得到准确的航迹点搁浅风险数据关联规则的数据结果。最后,通过引入海上实例数据对提出的方法进行仿真测试,证明设计的可行性。 相似文献
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介绍了我国港口资源的整合现状,指出港口整合可以提升港口的形象和地位,也为区域经济和城市的发展注入强大的动力。最后指出在港口资源整合中要避免的几个问题。 相似文献
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广州集装箱码头的轮胎式场桥小车制动器使用10多年后,出现了许多问题,故进行了改造.分析了轮胎式集装箱龙门起重机小车制动器的主要故障现象,提出了改造方案,并加以实施. 相似文献
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本文对现有的选定球面轴承的三种工程方法进行了分析比较.引入了“合力系数”,并给出了合力方向上投影面积的精确解. 相似文献
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分析柴油机故障中常见的机体裂纹故障原因,认为由于设计缺陷和管理及操作不当,易造成船舶柴油机缸体上的裂纹多发生在气缸套凸肩处。如不及时处理这些裂纹和故障,就会造成缸套的裂纹直至出现缸套漏水等严重后果,针对NANTAIQUEEN轮柴油机对该类型故障的检修提出具体措施。 相似文献
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The hydrophysical and hydrochemical structure of the Sea of Azov, with developed bottom anoxia, was studied during the RV “Akvanavt” cruise from July 31 to August 03, 2001. The anoxic zone with a thickness from 0.5 to 4 m above the bottom was found in all deep regions of the Sea. Concentrations of hydrochemical parameters were similar to the pronounced anoxic conditions (about 90 mmol m− 3 of hydrogen sulfide, 17 mmol m− 3 of ammonia, 6 mmol m− 3 of phosphate, 7 mmol m− 3 of total manganese). The hydrophysical structure was characterized by the uniform distribution of temperature in the upper 6–7 m mixed layer (UML). Below this a thin (0.4–0.8 m) thermocline layer was observed, just above the anoxic waters. Formation of this phenomenon was connected with that summer weather conditions. Intensive rains led to increased influx of river waters in June. That resulted in large input of allochtonous organic matter (OM) and inorganic nutrients; the latter were consumed on the additional autochthonous organic matter production. In July the weather was characterized by a significant rise in the daily averaged air temperature and large oscillations of temperature during the day. In this period a wind of constant direction was absent, but wind bursts were observed. The completed analyses showed that the formation of such a structure could be connected with the following factors: (i) positive growth trends of the daily averaged temperature and the daily oscillations of temperature, (ii) presence of wind bursts. The joint action of these factors resulted in the formation of the UML. The amplitude of wind bursts determined the depth of UML, and the value of trend determined the value of the temperature change in the thermocline. An initial presence of bottom halocline (caused by the Black Sea water influx to the bottom of the Sea of Azov) prevented the heating of the bottom layer and therefore led to an increase of vertical gradient of temperature in the thermocline. The spatial distribution of the turbulent exchange coefficient confirmed the existence of a “stagnation” area located above the anoxia zone, which is also, apparently, the reason for its occurrence. 相似文献