Real-Time Fault Diagnosis for Gas Turbine Blade Based on Output-Hidden Feedback Elman Neural Network

In order to remotely monitor and maintain large-scale complex equipment in real time, China Telecom plans to create a total solution that integrates remote data collection, transmission, storage, analysis and prediction. This solution can provide manufacturers with proactive, systematic, integrated operation and maintenance service, and the data analysis and health forecasting are the most important part. This paper conducts health management for the turbine blades. Elman neural network, and improved Elman neural network, i.e., outputhidden feedback (OHF) Elman neural network are studied as the main research methods. The results verify the applicability of OHF Elman neural network.     

Fast Ferry Smoothing Motion via Intelligent PD Controller

A novel type of control law was adopted to reduce the vertical acceleration of a fast ferry as well as the motion sickness incidence suffered by the passengers onboard by means of a submerged T-foil. Considering the system changing characteristics under high disturbances, a model-free approach was adopted. In addition, an upgraded proportional-derivative (PD) controller with correction terms resulting from a fast-online estimation of the system dynamics was designed. The overall controller, known as intelligent PD (i-PD) controller, was tested, and the obtained results were compared with those of a classic PD controller. The controllers were also tested in a changing environment and at different operating velocities. The results confirmed the effectiveness of the i-PD controller to smooth the motions with low computational cost control schemes. Furthermore, thanks to ability of the i-PD controller to continually update the estimated dynamics of the system, it showed a better reduction in both vertical motions and the seasickness level of the passengers with the needed robustness under external disturbances and system changing parameters.     

致知力行 继往开来 推进我国水上搜救能力高质量发展

2019年11月8日,国务院办公厅发布了《关于加强水上搜救工作的通知》(以下简称《通知》)。《通知》一方面重申了国家对水上搜救工作的有关法律和规定,另一方面明确了目前和今后一定的历史时期内,水上搜救工作在现有的基础上高质量发展应该达到的奋斗目标、解决的重点问题和应该采取的具体措施。全面理解和认真执行《通知》提出的各项要求,对破解我国水上搜救工作中的突出问题,科学统筹搜救工作推进情况,稳步增强水上搜救整体能力具有十分重大的意义。本文在回顾我国水上搜救现状的基础上,对如何实现《通知》提出的有关内容进行探讨。     

基于Prover的联锁软件形式化验证过程研究

计算机联锁系统是铁路信号控制系统的核心设备,是有着苛刻安全要求的复杂控制系统。本文采用Prover形式化开发工具对联锁软件安全需求进行形式化验证。通过模型检验的形式化验证方法,遍历系统输入变量的所有状态空间.验证联锁特定应用满足系统安全需求,确保系统的安全性得以正确实现。在保证系统安全性的基础上,以全状态空间查找反例的检验方法进一步提升产品的质量。     

柴油机增压器包覆层隔声性能试验分析及优化设计

提出一种船用增压器的包覆层结构,其内层为绝热材料和吸声材料,外层为金属薄片。采用统计能量法(SEA)建立该结构的中高频段隔声数值模型,开展包覆层的隔声试验,隔声量实测值与仿真结果吻合较好,能验证数值建模的有效性。对包覆层的吸声材料的厚度、密度和流阻等参数进行优化设计,利用正交试验法设计数值试验组,采用极差和方差分析法分析影响材料隔声性能的关键因素,得出最重要的影响因素是材料厚度,在选型设计中还应考虑密度和流阻因素。当安装厚度受限时,可通过改变密度和流阻值来提高材料的隔声量。     

小管径垂直管水下排气完全携带点实验及分析

船用柴油机采用水下排气方式具有降低排气噪声、改善舱外空气质量等优点,在大型豪华游轮等特殊船舶中具有广泛应用前景。为防止海水由排气管倒灌入柴油机造成事故,需弄清水下排气管内水倒流发生的条件。对大管径垂直管防止水倒灌临界条件即完全携带点的已有认识较为统一,而对小管径垂直管仍未有清晰的认识。在管径25~100 mm范围对垂直管的完全携带点进行了实验,探究了小管径垂直管的完全携带点预报方法。实验结果表明在小管径范围,垂直管完全携带点对应的临界表观气速随管径增大而升高,但气相Wallis数随管径增大而减小,说明Wallis数过度关联了管径对临界表观气速的影响。基于气相Kutateladze数和无量纲气相黏性,对小管径垂直管提出了新的完全携带点预报模型和相应实验关联式。     

一种侧装整体自装卸车的设计

为提高装备的装卸作业效率,满足特种方舱的装卸、运输和存储,实现车对车、车对地的装卸作业,设计一种专用超宽型、侧装式整体自装卸车。根据侧装式整体自装卸车的技术特点和作业情况,按照功能要求、技术指标和使用要求,合理进行运载底盘选型,从副车架、起重装置、液压系统、电控系统和辅助设施方面进行设计,采用Abaqus软件对起重装置进行有限元分析和刚强度校核,对自装卸车的稳定性进行校核。通过运行调试和试验,并对起重装置、液压系统和电控系统动作安全、稳定、可靠性进行考核,各载荷工况和极限作业工况下,均可进行正常装卸作业,各项性能均满足指标要求。此侧装卸车的成功研制,使侧装卸技术得到了创新和改进,有助于扩展思路,提供设计借鉴,拓展侧装车整体自装卸技术的应用范围。     

广州地铁某型车转向架轴箱进水原因分析及解决措施

转向架轴箱轴承作为列车传动系统中的重要部件,其运行状态直接影响列车的运行安全.介绍了广州地铁某型车转向架轴箱轴承及接地装置多次出现进水导致轴承失效的情况,并深入分析得出轴箱进水的两个原因:轴箱端盖部件倒角尺寸异常,进口和国产的轴箱、接地装置间存在尺寸差异.提出了对轴箱端盖进行普查、更换、统型等解决措施.     

深圳地铁永磁同步牵引系统研究分析

牵引传动系统是轨道交通车辆装备实现机电能量转换的“心脏”单元,其性能在某种程度上决定轨道交通车辆的动力品质、能耗和控制特性,是轨道交通车辆节能升级的关键系统。而永磁同步牵引系统以其高效率、高可靠性和低能耗的优势特点,受到轨道交通行业的密切关注。文章阐述深圳地铁10号线永磁同步牵引系统批量装车概况,重点分析永磁同步牵引系统组成及优势,指出推广应用永磁同步牵引系统的经济和社会效益显著。     

How does purchasing intangible services online influence the travel to consume these services? A focus on a Chinese context

Transportation - A considerable number of empirical studies have explored the effects of information & communication technologies (ICT) on travel in recent years. In particular, the most...