Novel attitude determination method by integration of electronic level meter,INS, and low-cost turntable for level attitude evaluation and calibration of INS

Attitude references are greatly needed for the evaluation and calibration of Inertial Navigation Systems (INSs), which are widely used in gravimeter, marine, and aeronautical navigation. High-accuracy turntable, INS, and Global Navigation Satellite System have been utilized to verify the performance of relatively low-accuracy INS. The accuracy requirement of the attitude reference continuously increases with the rapid improvement of inertial sensors and navigation algorithms. However, the cost of attitude determination system increases rapidly with the increase of attitude accuracy requirement. To solve this limitation, the integration of level meter, INS, and low-cost turntable is proposed to provide level attitude, such as roll and pitch. The turntable is utilized to rotate the INS. An integration model of the level meter and INS is built to estimate the level attitude and reduce the cost of the turntable. The proposed method successfully avoids the dependence on high-accuracy turntables. An observability degree analysis is conducted to improve the level attitude accuracy further. The simulation and turntable test results indicate that the proposed method can provide high-accuracy level attitude without high-accuracy INS or turntable and is applicable to error calibration and attitude evaluation of INS.     

Experimental investigation of characteristics of instability evolution in a centrifugal compressor

The stable range of operation for the centrifugal compressor significantly influences the dynamic, economic, and environment-friendly characteristics of power systems. A deep understanding of the characteristics of instability evolution is necessary to improve the compressor stability. A centrifugal compressor equipped with a vaneless diffuser is experimentally investigated using highresponse static-pressure measurements. The results obtained indicate that three typical rotationalspeed ranges ex...     

基于场景检测的城市环境GNSS/INS组合定位方法研究

城市复杂环境下,采用GNSS/INS组合定位方法能有效提升GNSS信号部分或全部被遮挡情况下的车辆连续定位能力.GNSS信号受遮挡的程度具有随机性和突变性,给GNSS/INS组合算法的架构设计和参数设置带来了挑战.基于此,设计了一套基于场景检测的GNSS/INS组合定位策略与方法,提出了以多星GNSS观测量的八类特征为...     

旋转爆轰波与涡轮平面叶栅相互作用数值模拟

由于旋转爆轰燃烧室具有自增压特性，可提高热力循环效率，因此将旋转爆轰燃烧室应用于燃气轮机可进一步提高系统的性能。基于非稳态雷诺时均Navier-Stokes方法，采用剪切应力输运k-ω湍流模型，建立旋转爆轰燃烧室与涡轮平面叶栅耦合计算模型，研究旋转爆轰燃烧室内的复杂波系与涡轮叶片的相互作用，分析涡轮叶栅对高频爆轰压力振荡的抑制作用。结果表明：旋转爆轰燃烧室内的燃气在涡轮叶栅内加速，并且在斜激波后的局部区域马赫数的增加更为明显。斜激波与涡轮静转子叶片的前缘、压力面、吸力面以及尾缘相互作用，由于旋转爆轰波不同的传播方向，使得斜激波与静子叶片呈相互垂直或平行，进而形成两种不同的波系结构。涡轮叶栅对高频压力振荡存在明显的抑制作用，涡轮叶栅上下游高频压力振荡幅值的衰减率达到80%以上。研究结果展示了旋转爆轰波作用下涡轮叶栅内复杂波系结构特征，并对基于爆轰燃烧推进技术的应用提供了一定的理论基础。     

Electrochemical behavior of Ti-6.5Al-2Zr-1Mo-1V alloy under rotating condition with periodically fluctuating current density

Titanium alloy plays a crucial role in the electrochemical field due to its excellent corrosion resistance. The passivation and dissolution behaviors of Ti-6.5Al-2Zr-1Mo-1V（TA15） alloy in Na Cl solution were studied by simulating the electrochemical machining process in a rotating condition, which made the anode in a state with alternating high and low current density. Electron probe micro analysis, ultra-depth microscope, scanning electron microscope, and X-ray photoelectron spectrometer were u...     

基于DKF的IMU误差预测算法

作为导航领域常用的组合导航方式,全球导航卫星系统(GNSS)/惯性导航系统(INS)组合导航在GNSS信号失锁后,由于惯性测量单元(IMU)误差随时间迅速积累,其定位结果会偏离载体真实位置,导航精度下降.针对此问题,提出了一种长短期记忆网络(LSTM)辅助的算法,称之为深度卡尔曼滤波(DKF)算法.DKF算法的核心思想是使用LSTM训练IMU误差模型,然后通过训练出的模型预测IMU误差,最后将预测的IMU误差代入IMU数据以校正导航结果.仿真结果表明:在200s测试数据上,DKF算法将误差从1.1537m/s降低到0.3746m/s.与平均预测、卡尔曼预测和最小二乘估计等方法相比,DKF算法的误差最小,具有更优越的导航性能.     

基于联邦滤波的多传感器管道定位方法CSCD

由低成本微惯性测量单元(MIMU)和里程轮组合的管道定位系统在里程轮出现打滑情况下,组合定位误差将快速发散。为解决里程轮打滑时量测信息失效的问题,采用光电测速传感器作为冗余测速传感器,利用联邦滤波对MIMU、里程轮和光电测速传感器多源信息进行融合,并基于预测残差设计了自适应信息分配因子,实现了不同特性传感器的最优融合。仿真实验结果表明,提出的多传感器管道定位方法可以降低里程轮打滑导致的管道定位误差,对于120m长的仿真管道,定位误差为管线长度的0.015%。