Strain prediction for critical positions of FPSO under different loading of stored oil using GAIFOA-BP neural network

FPSO (floating, production, storage and offloading) units are widely used in the offshore oil and gas industry. Generally, FPSOs have excellent oil storage capacity owing to their huge oil cargo holds. The volume and distribution of stored oil in the cargo holds influence the strain level of hull girder, especially at critical positions of FPSO. However, strain prediction using structural analysis tools is computationally expensive and time consuming. In this study, a prediction tool based on back-propagation (BP) neural network called GAIFOA-BP is proposed to predict the strain values of concerned positions of an FPSO model under different oil storage conditions. The GAIFOA-BP combines BP model and GAIFOA which is a combination of genetic algorithm (GA) and an improved fruit fly optimization algorithm (IFOA). Results from three benchmark tests show that the GAIFOA-BP model has a remarkable performance. Subsequently, a total of 81 sets of training data and 25 sets of testing data are obtained from experiment using fiber Bragg grating (FBG) sensors installed on the surface of an FPSO model. The numerical results show that the GAIFOA-BP is capable of predicting the strain values with higher accuracy as compared with other BP models. Finally, the reserved GAIFOA-BP model is utilized to predict the strain values under the inputs of a 10-day time series of volume and distribution of stored oil. The predicted strain results are further used to calculate the fatigue consumption of measurement points.     

某船右主机不能正常建立滑油压力的故障排除

文章对某船右主机启动过程中,机带滑油泵不能正常建立滑油压力进行了分析,制定了针对性的排除故障措施,通过在机带滑油泵通舱管吸入口处安装吸入止回阀解决了滑油压力非正常下降的故障,实船应用证明措施合理,对同类故障排除有较好的借鉴意义。     

探地雷达在桥梁预应力管道定位检测中的应用

对预应力管道进行定位检测,是目前桥梁无损检测技术的一个重要问题,在阐述探地雷达无损检测技术原理和方法的基础上,通过室内模型试验,并结合工程实例说明了高精度探地雷达在桥梁预应力管道定位检测中的应用,及其无损、简易、效率高、精度高、抗干扰能力强的优点,为准确评价桥梁结构耐久性和安全使用功能提供科学依据。     

从一起船舶主机拉缸故障谈柴油机润滑油的选用

通过某LPG船一起主机拉缸案例,阐述船舶柴油机润滑油合理选用和管理的重要性,讨论选用润滑油应根据船舶柴油机的型号、燃油品质等具体情况,充分考虑润滑油的黏度等级和碱度。介绍船用柴油机润滑油国内外主要生产商及其相应的产品牌号。     

中韩船舶油污损害赔偿制度的比较

韩国不论是从地理位置还是经济贸易往来,对于我国是很重要的邻国.由于海上运输的国际性,我国的船东有在该国卷入油污损害赔偿案件的可能,研究其油污损害赔偿制度能够更好的保护我国船东的权益,而且对于我国完善油污民事赔偿立法有一定的借鉴作用.本篇论文比较了中韩油污损害赔偿制度,并对完善我国油污损害赔偿制度提出几点建议.     

A signal-based fault detection and classification method for heavy haul wagons

This paper proposes a signal-based fault detection and isolation (FDI) system for heavy haul wagons considering the special requirements of low cost and robustness. The sensor network of the proposed system consists of just two accelerometers mounted on the front left and rear right of the carbody. Seven fault indicators (FIs) are proposed based on the cross-correlation analyses of the sensor-collected acceleration signals. Bolster spring fault conditions are focused on in this paper, including two different levels (small faults and moderate faults) and two locations (faults in the left and right bolster springs of the first bogie). A fully detailed dynamic model of a typical 40t axle load heavy haul wagon is developed to evaluate the deterioration of dynamic behaviour under proposed fault conditions and demonstrate the detectability of the proposed FDI method. Even though the fault conditions considered in this paper did not deteriorate the wagon dynamic behaviour dramatically, the proposed FIs show great sensitivity to the bolster spring faults. The most effective and efficient FIs are chosen for fault detection and classification. Analysis results indicate that it is possible to detect changes in bolster stiffness of ±25% and identify the fault location.     

柴油机起动过程缸内窜机油现象的可视化研究

在单缸机上利用内窥镜技术观察到了起动过程中缸内有窜机油的现象。采用图像分析和试验验证相结合的方法,分析了缸内窜机油现象发生的原因,研究了转速和进气压力对柴油机起动倒拖工况下缸内窜机油现象的影响,研究了起动着火运行时缸内的窜机油现象以及炭烟排放特性。研究表明:柴油机高转速起动倒拖工况下,在压缩上止点前后以及排气上止点后均有机油窜入缸内;当转速升高时,窜入缸内的机油量增加;当缸内压力升高时,窜入缸内的机油量减少;在起动着火过程中,运行初期缸内出现窜机油现象,随着发动机运行时间增加,窜机油现象消失,炭烟减少。     

我国石油进口市场特征分析

我国经济的快速增长和石油后备资源的严重不足,导致我国在经济发展过程中对石油资源的需求主要依靠进口来满足。但进口采取的是对国际油价“被动接受”的方式,并且对国际油价波动反应比较滞后,市场定价机制不够合理,使得国内油价更容易受到国际油价波动的影响,因此,石油进口市场的完善具有十分重要的地位。     

沙棘果油及沙棘籽油对大鼠放射性皮肤损伤的影响

目的观察沙棘果油及沙棘籽油对大鼠放射性皮肤损伤的影响。方法实验用深部X线治疗机,每次以3000 cGy的剂量,照射两次,造成大白鼠臀部放射性皮肤损伤。待动物症状明显后,将Ⅱ度皮肤损伤的动物随机分为6组,即阴性对照组、沙棘果油高剂量组、沙棘果油低剂量组、沙棘籽油高剂量组、沙棘籽油低剂量组以及阳性对照组。沙棘果油及籽油高剂量组,每天在损伤部位涂药两次,而其低剂量组每天涂药一次,阴性对照组每天涂灭菌的注射用水一次,阳性对照组每天涂Solcoseryl-Jelly软膏一次。结果肉眼观察结果显示,连续用药10d后,沙棘果油、籽油及Sol-coseryl-Jelly组动物的局部红斑、水肿明显减轻,创面分泌物明显减少,用药2周后,上述症状明显消退,与阴性对照组比较,明显好转;另外,沙棘果油、籽油及Solcoseryl-Jelly组的创面愈合时间明显缩短。光学显微镜观察结果显示,沙棘果油、籽油及Solcoseryl-Jelly组的皮肤损伤明显减轻,炎症反应亦明显减轻,创面修复明显。电子显微镜观察结果显示,阴性对照组的超微结构明显受损,而沙棘果油、籽油及Solcoseryl-Jelly组的损伤明显减轻。结论沙棘果油及沙棘籽油对大鼠放射性皮肤损伤有明显的治疗作用。     

京珠高速公路隧道病害检测与处治对策研究

通过京珠高速公路隧道病害现场检测,对其主要病害进行了分类统计。考虑该隧道的勘察、设计、施工等因素影响,对该隧道主要病害产生原因进行了分析,在此基础上,对隧道病害等级进行了判定,并针对不同等级病害,提出了具体的处治措施。