针对轴承振动信号的非平稳特征和现实中难以获得大量典型故障样本的情况,提出了一种基于局部均值分解(local mean decomposition,LMD)的近似熵和支持向量机的轴承故障诊断方法。首先通过LMD方法将非平稳的原始加速度振动信号分解成若干...针对轴承振动信号的非平稳特征和现实中难以获得大量典型故障样本的情况,提出了一种基于局部均值分解(local mean decomposition,LMD)的近似熵和支持向量机的轴承故障诊断方法。首先通过LMD方法将非平稳的原始加速度振动信号分解成若干个平稳的乘积函数(productionfunction,PF);轴承发生不同的故障时,在不同频带内的信号近似熵值会发生改变,故可通过计算不同振动信号的LMD近似熵判断是否发生故障和发生的故障类型;从包含有主要故障信息的PF分量中提取出来的近似熵特征作为输入建立支持向量机(support vector machine,SVM),判断轴承的工作状态和故障类型。展开更多
On July 22, 2013, an earthquake （Ms 6.6） occurred in Minxian, Gansu Province of China, causing a large number of landslides. Based on high resolution remote sensing images before and after this event, we made the vi...On July 22, 2013, an earthquake （Ms 6.6） occurred in Minxian, Gansu Province of China, causing a large number of landslides. Based on high resolution remote sensing images before and after this event, we made the visual interpretation to these coseismic landslides, and prepared a detailed inventory. The inventory registers totally 6 478 landslides in the study area. Of them, 3 322 landslides are larger than 100 m2. Based on 5 m resolution DEM, these landslides were used to perform spatial analyses using landslide number density （LND） and landslide area percentage （LAP）. The results show that the highest LND and LAP values are in the elevation range of 2 300-2 500 m and steeper slopes. Slopes facing E, SE, S and SW directions, slopes with larger absolute curvature values, ridges, scopes of gravel beds of Late Pleistocene （Qp） and the VIII-degree seismic intensity are more prone to sliding with high LND and LAP values. The largest LND and LAP values are in the scopes of 0.08 and 0.24 g, respectively. According to landslide distribution, we infer that F2-2 branch of Lintan-Dangchang fault is the seismogenic fault. With the increasing distances to this branch fault and drainages, LND and LAP values tend to decrease.展开更多
As reported in our previous works, a Mg-7Gd-5Y-1Nd-0.5Zr alloy recently developed exhibited remarkable age-hardening responses and excellent mechanical properties at both room and elevated temperatures. In Mg-7Gd-5Y-1...As reported in our previous works, a Mg-7Gd-5Y-1Nd-0.5Zr alloy recently developed exhibited remarkable age-hardening responses and excellent mechanical properties at both room and elevated temperatures. In Mg-7Gd-5Y-1Nd-0.5Zr alloy, the β pre- cipitate phase was assumed to he one of the main strengthening phases in peak-aged samples. This study aimed to determine the crys- tal structure and orientation relationship of the β precipitate phase in Mg-7Gd-5Y-INd-0.5Zr alloy using transmission electron mi- croscopy and high-resolution electron microscopy. The results indicated that the β precipitate had a face-centered cubic structure with a lattice parameter of a=2.22 nm. The orientation relationship between the β precipitate phase and the ct-Mg matrix was （i-12）β（1-100）α, [110]β[0001 ]α. Theβ plates formed on prismatic planes could play an important role in alloy strengthening by proving effective barriers to gliding dislocations. A single β plate often contained several domains of （1 11）β twin-related variants. A composition of Mgs（Y0.4Gdo.4Nd0.2） was suggested for the β phase in Mg-7Gd-5Y-1Nd-0.5Zr alloy.展开更多
Ti-5.3Al-4.2Sn-2Zr-1Mo-0.25Si-1N high-temperature titanium alloy was developed bythe Institute of Metal Research, Chinese Academy of Sciences, and was called Ti-55 alloywhich was developed for elevated temperature ser...Ti-5.3Al-4.2Sn-2Zr-1Mo-0.25Si-1N high-temperature titanium alloy was developed bythe Institute of Metal Research, Chinese Academy of Sciences, and was called Ti-55 alloywhich was developed for elevated temperature service to 550℃. Using Ti-55 alloy展开更多
Purpose Neutrons detection is of paramount importance in nuclear physics experiments,reactor physics,monitoring and control of nuclear reactors and in radiation protection.Among the neutron detectors used are Proporti...Purpose Neutrons detection is of paramount importance in nuclear physics experiments,reactor physics,monitoring and control of nuclear reactors and in radiation protection.Among the neutron detectors used are Proportional Counters(PC to BF3,boron deposition,3He),Our Detection and Measurements laboratory has embarked on a project to develop,design and build proportional counters with boron deposition mainly for gas filling,several prototypes of which have been produced.Method This work presents the Boron-10 Lined Proportional Counters(PC),developed and produced in the Detection and Measurements Department(DDM19).The PC was designed by adopting,for the electrodes,a stainless steel cathode 0.5 mm thick and a gold-plated tungsten anode with diameter of 25μm.The detectors are filled with an Ar-CH4 mixture(10%)at a pressure of 20 cmHg.The boron deposition is performed by the technique of electrophoresis.Result The results obtained using the DDM19 prototype PC(Detector produced in our Detection and Measurement laboratory,2019),show the advantage of electrophoresis as a better boron deposition technique,and the limitation of the surface mass of 10B to optimal values is around 0.5 at 0.6 mg/cm2.Conclusions The characteristics of the gas amplification in the mixture(Ar-CH4(CH410%)),were measured by different methods and compared with the values of the proportional reference counter LND232.The counting plates for the two reference meters LND232 and our DDM19 prototype from 200 to 300 V have slopes ranging from 6.5 to 10%/100 V,and gas amplification factors from 1436 to 1380,respectively.展开更多
文摘针对轴承振动信号的非平稳特征和现实中难以获得大量典型故障样本的情况,提出了一种基于局部均值分解(local mean decomposition,LMD)的近似熵和支持向量机的轴承故障诊断方法。首先通过LMD方法将非平稳的原始加速度振动信号分解成若干个平稳的乘积函数(productionfunction,PF);轴承发生不同的故障时,在不同频带内的信号近似熵值会发生改变,故可通过计算不同振动信号的LMD近似熵判断是否发生故障和发生的故障类型;从包含有主要故障信息的PF分量中提取出来的近似熵特征作为输入建立支持向量机(support vector machine,SVM),判断轴承的工作状态和故障类型。
基金supported by the National Natural Science Foundation of China (No.41472202)Key Laboratory for Geo-hazards in Loess area,MLR (No.KLGLAMLR2014003)
文摘On July 22, 2013, an earthquake （Ms 6.6） occurred in Minxian, Gansu Province of China, causing a large number of landslides. Based on high resolution remote sensing images before and after this event, we made the visual interpretation to these coseismic landslides, and prepared a detailed inventory. The inventory registers totally 6 478 landslides in the study area. Of them, 3 322 landslides are larger than 100 m2. Based on 5 m resolution DEM, these landslides were used to perform spatial analyses using landslide number density （LND） and landslide area percentage （LAP）. The results show that the highest LND and LAP values are in the elevation range of 2 300-2 500 m and steeper slopes. Slopes facing E, SE, S and SW directions, slopes with larger absolute curvature values, ridges, scopes of gravel beds of Late Pleistocene （Qp） and the VIII-degree seismic intensity are more prone to sliding with high LND and LAP values. The largest LND and LAP values are in the scopes of 0.08 and 0.24 g, respectively. According to landslide distribution, we infer that F2-2 branch of Lintan-Dangchang fault is the seismogenic fault. With the increasing distances to this branch fault and drainages, LND and LAP values tend to decrease.
基金supported by the National "Twelfth Five-Year Plan" Key Technologies Program of China (2011DAE22B01)
文摘As reported in our previous works, a Mg-7Gd-5Y-1Nd-0.5Zr alloy recently developed exhibited remarkable age-hardening responses and excellent mechanical properties at both room and elevated temperatures. In Mg-7Gd-5Y-1Nd-0.5Zr alloy, the β pre- cipitate phase was assumed to he one of the main strengthening phases in peak-aged samples. This study aimed to determine the crys- tal structure and orientation relationship of the β precipitate phase in Mg-7Gd-5Y-INd-0.5Zr alloy using transmission electron mi- croscopy and high-resolution electron microscopy. The results indicated that the β precipitate had a face-centered cubic structure with a lattice parameter of a=2.22 nm. The orientation relationship between the β precipitate phase and the ct-Mg matrix was （i-12）β（1-100）α, [110]β[0001 ]α. Theβ plates formed on prismatic planes could play an important role in alloy strengthening by proving effective barriers to gliding dislocations. A single β plate often contained several domains of （1 11）β twin-related variants. A composition of Mgs（Y0.4Gdo.4Nd0.2） was suggested for the β phase in Mg-7Gd-5Y-1Nd-0.5Zr alloy.
文摘Ti-5.3Al-4.2Sn-2Zr-1Mo-0.25Si-1N high-temperature titanium alloy was developed bythe Institute of Metal Research, Chinese Academy of Sciences, and was called Ti-55 alloywhich was developed for elevated temperature service to 550℃. Using Ti-55 alloy
文摘Purpose Neutrons detection is of paramount importance in nuclear physics experiments,reactor physics,monitoring and control of nuclear reactors and in radiation protection.Among the neutron detectors used are Proportional Counters(PC to BF3,boron deposition,3He),Our Detection and Measurements laboratory has embarked on a project to develop,design and build proportional counters with boron deposition mainly for gas filling,several prototypes of which have been produced.Method This work presents the Boron-10 Lined Proportional Counters(PC),developed and produced in the Detection and Measurements Department(DDM19).The PC was designed by adopting,for the electrodes,a stainless steel cathode 0.5 mm thick and a gold-plated tungsten anode with diameter of 25μm.The detectors are filled with an Ar-CH4 mixture(10%)at a pressure of 20 cmHg.The boron deposition is performed by the technique of electrophoresis.Result The results obtained using the DDM19 prototype PC(Detector produced in our Detection and Measurement laboratory,2019),show the advantage of electrophoresis as a better boron deposition technique,and the limitation of the surface mass of 10B to optimal values is around 0.5 at 0.6 mg/cm2.Conclusions The characteristics of the gas amplification in the mixture(Ar-CH4(CH410%)),were measured by different methods and compared with the values of the proportional reference counter LND232.The counting plates for the two reference meters LND232 and our DDM19 prototype from 200 to 300 V have slopes ranging from 6.5 to 10%/100 V,and gas amplification factors from 1436 to 1380,respectively.
