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Missionary Impulses and American Isolationism and Expansionism
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作者 汪涛 《陕西师范大学学报(哲学社会科学版)》 CSSCI 北大核心 2002年第S3期220-226,共7页
Isolationism and expansionism are two themes of American diplomacy. From the beginning of the state’s history, isolationism and expansionism have manifested themselves as two policy imperatives in American diplomacy.... Isolationism and expansionism are two themes of American diplomacy. From the beginning of the state’s history, isolationism and expansionism have manifested themselves as two policy imperatives in American diplomacy. On the surface, isolationism and expansionism represent contradictory attitudes and assumptions about America’s proper relationship with the outside world: isolationism advocates diplomatic and military non-entanglement in world affairs; expansionism urges active involvement in external affairs. But in a deeper sense, both isolationism and expansionism are manifestations of American sense of mission, the belief that the US has a special role to perform for all nations in the world. Isolationism is a passive approach to accomplish that mission: it emphasizes the exemplary nature of their country. Expansionism stresses the need for active involvement to achieve that mission; thus, is an active approach to American mission. 展开更多
关键词 MISSIONARY IMPULSES isolationism EXPANSIONISM AMERICAN HISTORY
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基于Transformer-Isolation Forest的地壳形变异常提取
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作者 王雪鉴 王毅恒 +4 位作者 孙新坡 柳川 加明 赵超 杨超 《计算机科学》 北大核心 2025年第S1期724-729,共6页
GPS地壳变形监测在地震前兆研究中起着至关重要的作用。随着观测数据的积累,传统数据处理方法在大数据处理方面面临挑战。文中提出了一种基于Transformer网络和重构误差训练策略的算法。该算法通过训练Transformer网络学习无地震时的GP... GPS地壳变形监测在地震前兆研究中起着至关重要的作用。随着观测数据的积累,传统数据处理方法在大数据处理方面面临挑战。文中提出了一种基于Transformer网络和重构误差训练策略的算法。该算法通过训练Transformer网络学习无地震时的GPS地壳位移数据,输出正常数据,并将异常时的地震GPS地壳位移数据重构误差输入到Isolation Forest异常检测算法模型中来判别是否是地震异常前兆。从GPS地壳变形数据中提取了2个Mw>5的地震事件前异常,获得了比以往研究更全面且普遍的异常数据现象。统计分析显示,相同地区的观测站在2次地震前的GPS地壳变形数据中存在相似的异常现象,表明相同地区存在相似的地壳形变积累和释放模式。这些发现,强调了通过理解地震机制来提高地震预测和防范的必要性。 展开更多
关键词 地壳形变 异常提取 TRANSFORMER 全球定位系统 Isolation Forest
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Development of an efficient and expedited cotyledon protoplast-based transient transformation system in Gossypium hirsutum L.
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作者 WANG Zhicheng CAO Shuaiting +6 位作者 CAI Qiuyan GUAN Zhenhui CHENG Hailiang PENG Fanjia LI Yujun ZUO Dongyun SONG Guoli 《Journal of Cotton Research》 2025年第3期352-364,共13页
Background Cotton is an important crop providing the most natural fibers all over the world. The cotton genomics community has utilized whole genome sequencing data to construct an elite gene pool in which functional ... Background Cotton is an important crop providing the most natural fibers all over the world. The cotton genomics community has utilized whole genome sequencing data to construct an elite gene pool in which functional genes are related to agronomic traits. However, the functional validation of these genes is hindered by time-consuming and inefficient genetic transformation methods. Thus, establishing a transient transformation system of high efficiency is necessary for cotton genomics.Results To improve the efficiency of transient transformation, we used the protoplasts isolated from the etiolated cotyledon as recipient. The enzymatic digestion buffer comprised 1.5%(w/v) cellulase, 0.75%(w/v) macerozyme, and 1% hemicellulase, osmotically buffered with 0.4 mol·L^(-1) mannitol. After 5 h of dark incubation at 25℃, uniform cotton protoplasts were successfully isolated with a yield of 4.6 × 10^(6) protoplasts per gram(fresh weight) and 95% viability. We incubated 100 μL protoplasts(2.5 × 10^(5)·m L^(-1)) with 15 μg plasmid in the solution of 0.4 mol·L^(-1) mannitol and 40% PEG 4000 for 15 min, ultimately achieving an optimal transient transfection efficiency of 71.47%.Conclusions This transient system demonstrated effective utility in cellular biology research through successful applications in subcellular localization analyses, bimolecular fluorescence complementation(Bi FC) verification, and prime editing vector validation. Through systematic optimization, we established an efficient and expedited protoplast-based transient transformation system and successfully applied this platform to cotton functional genomics studies. 展开更多
关键词 Cotton Cotyledon protoplast-based transient transformation Prime editing Protoplast isolation Transient expression
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Approach to dynamic error suppression in ground vehicle gravimetry based on external velocity compensation
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作者 LI Xinyu ZHOU Zhaofa +2 位作者 ZHANG Zhili CHANG Zhenjun HAO Shiwen 《Journal of Systems Engineering and Electronics》 2025年第2期580-596,共17页
The process of ground vehicle dynamic gravimetry is inevitably affected by the carrier’s maneuvering acceleration,which makes the result contain a large amount of dynamic error.In this paper,we propose a dynamic erro... The process of ground vehicle dynamic gravimetry is inevitably affected by the carrier’s maneuvering acceleration,which makes the result contain a large amount of dynamic error.In this paper,we propose a dynamic error suppression method of gravimetry based on the high-precision acquisition of external velocity for compensating the horizontal error of the inertial plat-form.On the basis of platform gravity measurement,firstly,the dynamic performance of the system is enhanced by optimizing the horizontal damping network of the inertial platform and selecting its parameter.Secondly,an improved federal Kalman filtering algorithm and a fault diagnosis method are designed using strapdown inertial navigation system(SINS),odometer(OD),and laser Doppler velocimeter(LDV).Simulation validates that these methods can improve the accuracy and robustness of the external velocity acquisition.Three survey lines are selected in Tianjin,China,for the gravimetry experiments with different maneuvering levels,and the results demonstrate that after dynamic error suppression,the internal coincidence accuracies of smooth and uniform operation,obvious acceleration and deceleration operation,and high-dynamic operation are improved by 70.2%,73.6%,and 77.9%to reach 0.81 mGal,1.30 mGal,and 1.94 mGal,respectively,and the external coinci-dence accuracies during smooth and uniform operation are improved by 48.6%up to 1.66 mGal.It is shown that the pro-posed method can effectively suppress the dynamic error,and that the accuracy improvement increases with carrier maneuver-ability.However,the amount of residual error that can not be entirely eliminated increases as well,so the ground vehicle dynamic gravimetry should be maintained in the carrier for smooth and uniform operation. 展开更多
关键词 ground vehicle gravimetry dynamic error suppres-sion external velocity compensation federal Kalman filter fault diagnosis and isolation
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基于节点评估与最大类间方差的孤立森林异常值检测 被引量:1
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作者 严爱军 和世潇 汤健 《北京工业大学学报》 CAS CSCD 北大核心 2024年第10期1188-1197,共10页
针对孤立森林(isolation forest, iForest)无法有效检测局部异常值且异常值分数阈值难以精确设定的问题,提出一种基于节点评估(node evaluation, NE)与最大类间方差(Otsu)的iForest异常值检测方法。首先,在样本评估过程中将节点深度与... 针对孤立森林(isolation forest, iForest)无法有效检测局部异常值且异常值分数阈值难以精确设定的问题,提出一种基于节点评估(node evaluation, NE)与最大类间方差(Otsu)的iForest异常值检测方法。首先,在样本评估过程中将节点深度与相对质量同时引入评分机制,使算法对全局和局部异常值敏感;然后,为了准确设定分数阈值,采用Otsu自适应设定异常值分数阈值;最后,在不同数据集上验证所提方法的有效性。实验结果表明,该方法可以有效兼顾全局和局部异常值的检测,提高iForest检测异常值的准确性。 展开更多
关键词 孤立森林(isolation forest iForest) 异常值检测 最大类间方差(Otsu) 节点评估(node evaluation NE) 分数阈值 节点深度
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拟穴青蟹(CA)_n微卫星DNA多态性引物筛选 被引量:2
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作者 宋忠魁 聂振平 王芳宇 《海洋科学》 CAS CSCD 北大核心 2013年第10期98-103,共6页
利用FIASCO(Fast Isolation by AFLP Sequences Containing repeats)技术建立拟穴青蟹Scylla paramamosain基因组文库,并与生物素标记的(CA)15寡核苷酸探针杂交,联合磁珠富集法构建拟穴青蟹微卫星富集文库。测序194个阳性菌落,分析其中... 利用FIASCO(Fast Isolation by AFLP Sequences Containing repeats)技术建立拟穴青蟹Scylla paramamosain基因组文库,并与生物素标记的(CA)15寡核苷酸探针杂交,联合磁珠富集法构建拟穴青蟹微卫星富集文库。测序194个阳性菌落,分析其中的150条序列,结果表明:两碱基重复类型占90%以上,其中重复拷贝数在30以上的占27.45%;含微卫星座位189个,其中完美型146个、非完美型28个和复合型15个。设计125对引物扩增一个拟穴青蟹野生群体(含20个个体),其中的19对引物能稳定扩增且片段大小基本符合理论长度。遗传变异分析表明,17个位点表现出高度多态性,16个位点显著偏离Hardy-Weinberg平衡(P<0.05),4组两两位点间存在连锁不平衡现象(P<0.0026,经Bonferroni法校正),7个微卫星位点可能存在无效等位基因。若排除混合微卫星位点的引物对以及扩增位点PIC(polymorphism information content)值在0.5以下的引物对,则13对引物能用于拟穴青蟹群体遗传学等研究。 展开更多
关键词 FIASCO(Fast Isolation by AFLP Sequences Containing repeats)技术 磁珠富集法 拟穴青蟹Scylla paramamosain 微卫星
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一种新型织绵芋螺毒素可增强神经元钙电流
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作者 刘凤云 李晓玲 +2 位作者 周晓薇 戴秋云 黄培堂 《分析测试学报》 CAS CSCD 北大核心 2004年第z1期1-2,共2页
  从中国南海织绵芋螺中分离出生物活性强、电生理效应特异的新的芋螺毒素.通过毒素分离纯化,并经生物活性测定,氨基酸测序,电生理效应等研究.分离到1种新的织绵芋螺毒素Tx7,它是由27个氨基酸组成.其序列为GCSSVCNSHTDCVTHCICTFRGCGA...   从中国南海织绵芋螺中分离出生物活性强、电生理效应特异的新的芋螺毒素.通过毒素分离纯化,并经生物活性测定,氨基酸测序,电生理效应等研究.分离到1种新的织绵芋螺毒素Tx7,它是由27个氨基酸组成.其序列为GCSSVCNSHTDCVTHCICTFRGCGAVN,并能引起小鼠痉挛,能增强海马神经元钙电流和提高兴奋性突触后电流的发放频率.实验表明Tx7具有较高的潜在应用价值.…… 展开更多
关键词 Conus textile CONOTOXIN ISOLATION PURIFICATION
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Determination of isolation layer thickness for undersea mine based on differential cubature solution to irregular Mindlin plate 被引量:16
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作者 PENG Kang 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第3期708-719,共12页
The differential cubature solution to the problem of a Mindlin plate lying on the Winkler foundation with two simply supported edges and two clamped edges was derived.Discrete numerical technology and shape functions ... The differential cubature solution to the problem of a Mindlin plate lying on the Winkler foundation with two simply supported edges and two clamped edges was derived.Discrete numerical technology and shape functions were used to ensure that the solution is suitable to irregular shaped plates.Then,the mechanical model and the solution were employed to model the protection layer that isolates the mining stopes from sea water in Sanshandao gold mine,which is the first subsea mine of China.Furthermore,thickness optimizations for the protection layers above each stope were conducted based on the maximum principle stress criterion,and the linear relations between the best protection layer thickness and the stope area under different safety factors were regressed to guide the isolation design.The method presented in this work provides a practical way to quickly design the isolation layer thickness in subsea mining. 展开更多
关键词 subsea mine irregular Mindlin plate differential cubature method isolation layer protection layer thicknessoptimization
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Isolation of Leptospirillum ferriphilum by single-layered solid medium 被引量:10
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作者 柳建设 谢学辉 +3 位作者 肖升木 王秀美 赵文杰 田卓力 《Journal of Central South University of Technology》 EI 2007年第4期467-473,共7页
According to physiological and biochemical characteristics of Leptospirillum ferriphilum, a strain of object bacteria was isolated successfully. Bacteria were enriched by selective liquid medium and plated on designed... According to physiological and biochemical characteristics of Leptospirillum ferriphilum, a strain of object bacteria was isolated successfully. Bacteria were enriched by selective liquid medium and plated on designed single-layered agar solid medium. Colony was cultured and bacteria were collected. The morphologies of the object bacteria were observed using crystal violet staining, scanning electron microscope(SEM) and transmission electron microscope (TEM). The result of 16S rDNA identification shows that this bacterium belongs to Leptospirillum ferriphilum and it is named as Leptospirillum ferriphilum strain D1. These results indicate that this new single-layered agar solid medium is efficient and physiological-biochemical characteristics show that the optimum simple for isolation of Leptospirillum ferriphilum. Additionally, initial pH value and its growth temperature are 1.68 and 40℃. 展开更多
关键词 Leptospirillum ferriphilum ISOLATION purification solid medium BIOLEACHING concentrate chalcopyrite
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Ellipsoidal bounding set-membership identification approach for robust fault diagnosis with application to mobile robots 被引量:7
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作者 Bo Zhou Kun Qian +1 位作者 Xudong Ma Xianzhong Dai 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第5期986-995,共10页
A robust fault diagnosis approach is developed by incorporating a set-membership identification (SMI) method. A class of systems with linear models in the form of fault related parameters is investigated, with model u... A robust fault diagnosis approach is developed by incorporating a set-membership identification (SMI) method. A class of systems with linear models in the form of fault related parameters is investigated, with model uncertainties and parameter variations taken into account explicitly and treated as bounded errors. An ellipsoid bounding set-membership identification algorithm is proposed to propagate bounded uncertainties rigorously and the guaranteed feasible set of faults parameters enveloping true parameter values is given. Faults arised from abrupt parameter variations can be detected and isolated on-line by consistency check between predicted and observed parameter sets obtained in the identification procedure. The proposed approach provides the improved robustness with its ability to distinguish real faults from model uncertainties, which comes with the inherent guaranteed robustness of the set-membership framework. Efforts are also made in this work to balance between conservativeness and computation complexity of the overall algorithm. Simulation results for the mobile robot with several slipping faults scenarios demonstrate the correctness of the proposed approach for faults detection and isolation (FDI). 展开更多
关键词 set-membership identification fault diagnosis fault detection and isolation (FDI) bounded error mobile robot
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Identifying boundary between near field and far field in ground vibration caused by surface loading 被引量:3
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作者 高广运 宋健 杨峻 《Journal of Central South University》 SCIE EI CAS 2014年第8期3284-3294,共11页
The boundary between the near and far fields is generally defined as the distance from the vibration source beyond which ground vibrations are mainly dominated by Rayleigh waves. It is closely related to the type of v... The boundary between the near and far fields is generally defined as the distance from the vibration source beyond which ground vibrations are mainly dominated by Rayleigh waves. It is closely related to the type of vibration source and the soil properties. Based on the solutions of the Lamb's problem, the boundary at the surface between the near and far fields of ground vibration was investigated for a harmonic vertical concentrated load and an infinite line load at the surface of a visco-elastic half-space. Particularly, the variation of the boundary with the material damping was investigated for both cases. The results indicate that the material damping slightly contributes to the attenuation of vibrations in the near-source region, but significantly reduces the vibrations in the region that is at some distance away from the source. When taking the material damping into consideration, the boundary between the near and far fields tends to move towards the vibration source. Compared with the vibrations caused by a concentrated load, the vibrations induced by an infinite line load can affect a larger range of the surrounding environment, and they attenuate more slowly. This means the boundary between the near field and far field should move fitrther away from the source. Finally, the boundaries are defined in terms of R-wave length (2R) and Poisson ratio of the ground (o). For the case of a point load, the boundary is located at the distance of (5.0-6.0)2R for v≤0.30 and at the distance of (2.0--3.0)2R for v≥0.35. For the case of an infinite line load, the boundary is located at the distance (5.5-6.5)2rt for v≤0.30 and at the distance (2.5--3.5)2R for v≥0.35. 展开更多
关键词 BOUNDARY near field far field active isolation passive isolation visco-elastic half-space concentrated load line distributed load
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Isolation of three cyanins from Lonicera caerulea L. fruits and its anticancer activity 被引量:3
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作者 LUO Zhou-fei YANG Yuan +1 位作者 WANG Liang-sheng LI Hai-pu 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第7期1573-1581,共9页
Lonicera caerulea L.fruit is an excellent source of bioactive compounds.An efficient separation method of cyanins is important for the development of many value-added products and functional food ingredients.High-spee... Lonicera caerulea L.fruit is an excellent source of bioactive compounds.An efficient separation method of cyanins is important for the development of many value-added products and functional food ingredients.High-speed counter-current chromatography(HSCCC) was applied to isolate cyanins from Lonicera caerulea fruits with a biphasic solvent system composed of methyl tert-butyl ether/n-butanol/acetonitrile/water/trifluoroacetic acid(2:2:1:5:0.01,volume ratio).1.41 mg of cyanidin 3,5-O-diglucoside,1.08 mg of cyanidin 3-O-rutinoside and 6.38 mg of cyanidin 3-O-glucoside were obtained from 40 mg of crude extract.The purities of these compounds were 95.8%,92.4% and 97.6%,respectively,as identified by high-performance liquid chromatography–diode array detection(HPLC-DAD) and high-performance liquid chromatography-electrospray ionization mass spectrometryn(HPLC-ESI/MSn).In addition,the dominant anthocyanin,cyanidin 3-O-glucoside was demonstrated cytotoxic response of human hepatocarcinoma SMMC-7721 cells,inducing live cancer cell apoptotic by flow cytometric analysis. 展开更多
关键词 cyanins CYANIDIN 3-O-glucoside ISOLATION ANTICANCER HSCCC HPLC-ESI-MSn
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Active Vibration Isolation of Micro-Manufacturing Platform Based on Neural Network 被引量:4
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作者 ZHANG Chun-liang, MEI De-qing, CHEN Zi-chen (Institute of Production Engineering, Zhejiang University, Hangzhou 310027, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期67-68,共2页
The micromation and precision of the Micro-Electromechanical System demand that its manufacturing, measuring and assembling must work in a micro-manufacturing platform with good ability to isolate vibrations. This pap... The micromation and precision of the Micro-Electromechanical System demand that its manufacturing, measuring and assembling must work in a micro-manufacturing platform with good ability to isolate vibrations. This paper develops a vibration isolation system of micro-manufacturing platform. The brains of many kinds of birds can isolate vibrations well, such as woodpecker’s brain. When a woodpecker pecks the wood at the speed as 1.6 times as the velocity of sound, its brain will tolerate the wallop 1 500 times of the weight of itself without any damage. The isolation mechanics and organic texture of woodpecker’s brain that has good isolation characteristics were studied. A structure model of vibration isolation system for the micro-manufacturing platform is established based on the bionics of the bird’s brain vibration isolation mechanism. In order to isolate effectively the high frequency vibrations from the ground, a rubber layer is used to isolate vibrations passively between the micro-manufacturing platform’s pedestal and the ground. This layer corresponds to the cartilage and muscles in the outer meninges of the bird’s brain. The active vibration isolation technique is adopted to isolate vibrations between the micro-manufacturing platform and the pedestal. Air springs are used as elastic components, which correspond to the interspaces between the outer meninges and the encephala of the bird’s brain. Actuators are made of giant magnetostrictive material, and it corresponds to the nerves and neural muscles linking the meninges and the encephala. The actuators and air springs are arranged vertically in parallel to make use of the giant magnetostrictive actuators effectively. The air springs support almost all weight of the micro-manufacturing platform and the giant magnetostrictive actuators support almost no weight. In order to realize high performance to isolate complex micro-vibration, the control method using a three-layer neural network is presented. This vibration control system takes into account the floor disturbance and the direct disturbance acting on the micro-manufacturing platform. The absolute acceleration of the micro-manufacturing platform is used as the performance index of vibration control. The performance of the control system is tested by numerical simulation. Simulation results show that the active vibration isolation system has good isolation performance against the floor disturbance and the direct disturbance acting on the micro-manufacturing platform in all the frequency range. 展开更多
关键词 micro-manufacturing platform active vibration isolation bionic mechanics neural network
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Influence of high overload on the collimating lenses of laser ranging systems 被引量:3
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作者 Lin Gan He Zhang +1 位作者 Bin Liu Junhong Wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第2期354-361,共8页
Collimating lenses are an important component of laser ranging systems,and high overload environments severely affect the beam shaping effect of such lenses.This study proposes a buffer isolation method on the basis o... Collimating lenses are an important component of laser ranging systems,and high overload environments severely affect the beam shaping effect of such lenses.This study proposes a buffer isolation method on the basis of impact stress wave attenuation theory for collimating lens spacers,ANSYS finite element software was applied to simulate the high load dynamics of collimating lenses,and the buffer isolation performance of different materials and composite structures was compared and analysed.Optical simulation analysis of the collimating lenses under different buffer conditions was performed using ZEMAX software to study the mechanism by which a high overload affects the collimating lenses.High overload and optical shaping experiments based on theoretical analysis were further conducted.Results showed the superiority of butadiene rubber to polytetrafluoroethylene after application of 70000 g impact acceleration.The combination-gasket method was superior to the single-gasket method,and the sandwich combination-gasket method was superior to the double-layer combination-gasket method. 展开更多
关键词 High OVERLOAD Laser RANGING EMISSION LENS BUFFER ISOLATION
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齿轮箱运行状态综合诊断平台设计与开发
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作者 朱毅 李东波 +1 位作者 童一飞 吴绍锋 《机床与液压》 北大核心 2019年第11期194-199,共6页
基于齿轮箱广泛应用于机械设备的现状,满足企业对于其运行状态评估的现实需求,研究设计了针对齿轮箱监测和诊断的平台系统,以温度、振动等多源指标实时监控齿轮箱运行状况,并基于专家系统对异常数据进行诊断与反馈。以J2EE平台和SSH三... 基于齿轮箱广泛应用于机械设备的现状,满足企业对于其运行状态评估的现实需求,研究设计了针对齿轮箱监测和诊断的平台系统,以温度、振动等多源指标实时监控齿轮箱运行状况,并基于专家系统对异常数据进行诊断与反馈。以J2EE平台和SSH三层架构进行系统开发,通过底层调用MySQL、界面层运用ECharts对数据进行操作;以Jess引擎作为核心推理模块,建立基于孤立森林与模糊推理的专家系统。该系统可实时地显示齿轮箱运行数据,并完成对异常数据的诊断反馈,能够有效地应用于实际工业领域。 展开更多
关键词 齿轮箱 多指标 ISOLATION FOREST 聚类思想 专家系统
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Isolation and characterization of YNTC-1,a novel Alicyclobacillus sendaiensis strain 被引量:4
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作者 丁建南 何环 +2 位作者 张成桂 于一尊 邱冠周 《Journal of Central South University of Technology》 EI 2008年第4期508-514,共7页
A heterotrophic acidothermophilic bacterial strain,YNTC-1,was isolated from an acidic hot spring in Tengchong,Yunan,China.YNTC-1 grows at pH value of 1.5-8.0 and temperature of 40-70℃,with optimal pH and temperature ... A heterotrophic acidothermophilic bacterial strain,YNTC-1,was isolated from an acidic hot spring in Tengchong,Yunan,China.YNTC-1 grows at pH value of 1.5-8.0 and temperature of 40-70℃,with optimal pH and temperature at 3.0 and 55℃,respectively.The cells of the strain are in shape of short rod,with 1.0-1.2μm in length and 0.7-0.8μm in diameter,and with distinct spores at both poles of each cell.The predominant fatty acids in cellular membrane of the strain are C18:1ω7c.16s rRNA gene analysis reveals that this strain is closely related to Alicyclobacillus sendaiensis,with over 99%sequence similarity.Based on phenotypic and genotypic analyses,YNTC-1 is identified as a member of A.sendaiensis.Considering some important morphological and biochemical differences between strain YNTC-1 and A.sendaiensis ATCC 27009T,YNTC-1 may be proposed to be a novel subspecies of A.sendaiensis.However,this viewpoint has to be confirmed by further studies.Co-bioleaching of pyrite and chalcopyrite with strain YN22,Sulfobacillus thermosulfidooxidans,shows that strain YNTC-1 has no evident influence on bioleaching rates of these two sulphide minerals. 展开更多
关键词 BIOLEACHING sulphide minerals ISOLATION strain YNTC-1 Alicyclobacillus sendaiensis Sulfobacillus thermosulfidooxidarts
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Optimal selection of tests for fault detection and isolation in multi-operating mode system 被引量:3
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作者 LIU Yuanhong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第2期425-434,共10页
The complex systems are often in the structure of multi-operating modes, and the components implementing system functions are different under different operation modes, which results in the problems that components of... The complex systems are often in the structure of multi-operating modes, and the components implementing system functions are different under different operation modes, which results in the problems that components often fail in different operating modes, faults can be only detected in specified operating modes, tests can be available in specified operating modes,and the cost and efficiency of detecting and isolating faults are different under different operating modes and isolation levels. Aiming at these problems, an optimal test selection method for fault detection and isolation in the multi-operating mode system is proposed by using the fault pair coding and rollout algorithm. Firstly,the faults in fault-test correlation matrices under different operating modes are combined to fault-pairs, which is used to construct the fault pair-test correlation matrices under different operating modes.Secondly, the final fault pair-test correlation matrix of the multioperating mode system is obtained by operating the fault pair-test correlation matrices under different operating modes. Based on the final fault pair-test correlation matrix, the necessary tests are selected by the rollout algorithm orderly. Finally, the effectiveness of the proposed method is verified by examples of the optimal test selection in the multi-operating mode system with faults isolated to different levels. The result shows that the proposed method can effectively mine the fault detection and isolation ability of tests and it is suitable for the optimal test selection of the multi-operating mode system with faults isolated to the replacement unit and specific fault. 展开更多
关键词 operating MODE test optimization FAULT PAIR CODING FAULT detection FAULT ISOLATION
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异常数据识别与修复机制在区域供水预测方案中的应用 被引量:4
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作者 张凯 崔光亮 《水电能源科学》 北大核心 2021年第7期53-56,64,共5页
为进一步提升区域供水预测模型的准确度与泛化能力,从应用场景分析、数据预处理、特征选取等角度,建立循环神经网络并引入数据异常识别和修复机制,在数据处理过程中对基于K-means聚类和Isolation Forest的异常点检测进行比较,并依据时... 为进一步提升区域供水预测模型的准确度与泛化能力,从应用场景分析、数据预处理、特征选取等角度,建立循环神经网络并引入数据异常识别和修复机制,在数据处理过程中对基于K-means聚类和Isolation Forest的异常点检测进行比较,并依据时间序列特性,提出区别近邻均值的时序均值修复方法。深度学习框架下,采用LSTM学习算法,以拟合效果、泛化损失作为评估指标,针对区域供水进行小时级预测。分析结果表明,数据异常识别和修复的预处理机制的引入,使得区域供水预测模型拟合及泛化能力进一步提升,且方法可行、有效。 展开更多
关键词 异常识别 数据修复 时间序列 K-MEANS Isolation Forest LSTM
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Multiobjective fault detection and isolation for flexible air-breathing hypersonic vehicle 被引量:4
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作者 Xuejing Cai Fen Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第1期52-62,共11页
An application of the multiobjective fault detection and isolation(FDI) approach to an air-breathing hypersonic vehicle(HSV) longitudinal dynamics subject to disturbances is presented.Maintaining sustainable and s... An application of the multiobjective fault detection and isolation(FDI) approach to an air-breathing hypersonic vehicle(HSV) longitudinal dynamics subject to disturbances is presented.Maintaining sustainable and safe flight of HSV is a challenging task due to its strong coupling effects,variable operating conditions and possible failures of system components.A common type of system faults for aircraft including HSV is the loss of effectiveness of its actuators and sensors.To detect and isolate multiple actuator/sensor failures,a faulty linear parameter-varying(LPV) model of HSV is derived by converting actuator/system component faults into equivalent sensor faults.Then a bank of LPV FDI observers is designed to track individual fault with minimum error and suppress the effects of disturbances and other fault signals.The simulation results based on the nonlinear flexible HSV model and a nominal LPV controller demonstrate the effectiveness of the fault estimation technique for HSV. 展开更多
关键词 fault detection and isolation(FDI) hypersonic vehicle(HSV) actuator and sensor faults multiobjective optimization.
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Mapping Genes for Cotton Fiber Quality: A. thaliana as a Source of Candidate Genes 被引量:2
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作者 Mare GIBAND Trung-Bieu NGUYEN Jean-Mare LACAPE 《棉花学报》 CSCD 北大核心 2002年第S1期57-57,共1页
Cellulose synthesis could play an important rolein determining certain aspects of cotton fiberquality,and despite it’s abundance in nature,little is known about the biosynthesis of thispolymer.Recent advances in unde... Cellulose synthesis could play an important rolein determining certain aspects of cotton fiberquality,and despite it’s abundance in nature,little is known about the biosynthesis of thispolymer.Recent advances in understanding thesynthesis of cellulose come from the analysis ofArabidopsis thaliana cellulose-deficient mutants,and the isolation of a number of genes 展开更多
关键词 COTTON COTTON cellulose MAPPING biosynthesis isolation GOSSYPIUM abundance advances DEFICIENT
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