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基于光纤感知阵列的井下车辆状态监测技术研究
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作者 王建宏 王纪程 安政 《激光与红外》 CAS CSCD 北大核心 2023年第8期1234-1239,共6页
为了实时获取井下车辆位置与速度等状态信息,提出了一种基于光纤感知阵列的监测网络。根据巷道方向构建了光纤传感网络的等效矩阵,设计了多目标车辆状态参数的反演算法。采用MATLAB仿真分析了巷道曲率与距离分辨率的函数关系,得到了在x... 为了实时获取井下车辆位置与速度等状态信息,提出了一种基于光纤感知阵列的监测网络。根据巷道方向构建了光纤传感网络的等效矩阵,设计了多目标车辆状态参数的反演算法。采用MATLAB仿真分析了巷道曲率与距离分辨率的函数关系,得到了在x和y方向上FBG间隔为4.0 m和3.0 m时可满足距离分辨率优于2.0 m的结果。实验对A、B、C三种类型车辆进行测试,速度为5 km/h、10 km/h和20 km/h。结果显示,测试精度会随着测试距离长度的增加而趋于稳定,位置误差介于0.4~0.6 m。巷道曲率对位置误差的影响较小且具有线性特征,可通过线性标定消除。 展开更多
关键词 光纤感知阵列 矿井环境 车辆定位 车速测量度
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Train-induced vibration on elevated railway station 被引量:7
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作者 杨娜 郭婷 孙国忠 《Journal of Central South University》 SCIE EI CAS 2013年第12期3745-3753,共9页
Results of in-situ vibration measurement carried out at Tianjin West Elevated Railway Station which has the trains running on the station structure were reported. The main excitation source is the train passing throug... Results of in-situ vibration measurement carried out at Tianjin West Elevated Railway Station which has the trains running on the station structure were reported. The main excitation source is the train passing through the station. Vibration measurements were recorded in the vertical direction of the supporting track beam, the platform and the steel truss beam of the waiting hall, as well as in the vertical, longitudinal and transverse directions of the roof arch base of the station. Acceleration time responses were obtained. The maximum value, vibration level and one-third octave band RMS spectra of the measured accelerations were studied. The propagation of vibration in different structural floors was discussed. The influence of train speed, distance to the vibration source and the type of train on the structural vibration were analyzed. Results show that the vibration level increases with the train speed, while it attenuates with the distance to the track. Furthermore, the vibration responses of different structural floors were compared, and it is noted that the vertical vibration of the bottom slab of the platform is most severe and the transverse vibration of the roof arch base is the smallest. The results provide reference on the vibration characteristics and vibration energy distribution of this type of "Train on building frame" system used as an elevated railway station. 展开更多
关键词 elevated railway station measurement in-situ vibration propagation train-induced vibration
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Development of a multi-layer perceptron artificial neural network model to determine haul trucks energy consumption 被引量:4
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作者 Soofastaei Ali Aminossadati Saiied M. +1 位作者 Arefi Mohammad M. Kizil Mehmet S. 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期285-293,共9页
The mining industry annually consumes trillions of British thermal units of energy,a large part of which is saveable.Diesel fuel is a significant source of energy in surface mining operations and haul trucks are the m... The mining industry annually consumes trillions of British thermal units of energy,a large part of which is saveable.Diesel fuel is a significant source of energy in surface mining operations and haul trucks are the major users of this energy source.Cross vehicle weight,truck velocity and total resistance have been recognised as the key parameters affecting the fuel consumption.In this paper,an artificial neural network model was developed to predict the fuel consumption of haul trucks in surface mines based on the gross vehicle weight,truck velocity and total resistance.The network was trained and tested using real data collected from a surface mining operation.The results indicate that the artificial neural network modelling can accurately predict haul truck fuel consumption based on the values of the haulage parameters considered in this study. 展开更多
关键词 Fuel consumption Haul truck Surface mine Artificial neural network
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