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Yaw stabilization and maneuvering control of tailless flying wing by co-directional fluidic thrust vectoring
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作者 Liu ZHANG Meng HE 《Chinese Journal of Aeronautics》 2026年第1期66-77,共12页
Fluidic Thrust Vectoring(FTV)is used for the yaw attitude control of tailless flying wing,which can significantly improve stealth performance,maneuverability and lateral/heading maneuverability.The FTV control scheme ... Fluidic Thrust Vectoring(FTV)is used for the yaw attitude control of tailless flying wing,which can significantly improve stealth performance,maneuverability and lateral/heading maneuverability.The FTV control scheme of co-directional secondary flow was designed based on a 30 kgf thrust turbojet engine,an equivalent rudder deflection control variable of Mass Flow Combination(MFC)was proposed,and a control model was established to form a FTV control system scheme,which was integrated with the flight control system of a 100 kg tailless flying wing with medium aspect ratio to achieve closed-loop control of the yaw attitude based on FTV.The heading stability augmentation and maneuvering control characteristics and time response characteristics of tailless flying wing by FTV were quantitatively studied through virtual flight test in a wind tunnel at a wind speed of 35 m/s.The results show that the control strategy based on MFC achieves bidirectional continuous and stable control of thrust vector angle in a range of±11°,and the thrust vector angle varies monotonically with MFC;the co-directional FTV realizes bidirectional continuous and stable control of the yaw attitude of tailless flying wing,without longitudinal/lateral coupling moment.The increment of the maximum yawing moment coefficient is 0.0029,the maximum yaw rate is 7.55(°)/s,and the response time of the yaw rate of the vectoring nozzle actuated by the secondary flow is about 0.06 s,which satisfies the heading stability augmentation and maneuvering control response requirements of the aircraft with statically unstable heading,and provides new control means for the heading rudderless attitude control of tailless flying wing. 展开更多
关键词 Thrust vectoring Flow control Coanda effect Flying-wing aircraft Flight tests Yaw control
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Modulation of Bessel-like vector vortex beam using the resonant magneto-optical effect in rubidium vapor
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作者 Yan Ma Xin Yang +4 位作者 Hong Chang Ming-Tao Cao Xiao-Fei Zhang Rui-Fang Dong Shou-Gang Zhang 《Chinese Physics B》 2025年第2期274-280,共7页
The Bessel-like vector vortex beam(BlVVB)has gained increasing significance across numerous applications.However,its practical application is restricted by manufacturing difficulties and polarization manipulation.Thus... The Bessel-like vector vortex beam(BlVVB)has gained increasing significance across numerous applications.However,its practical application is restricted by manufacturing difficulties and polarization manipulation.Thus,the ability to manipulate its degrees of freedom is highly desirable.In this paper,the full-domain polarization modulation of BlVVB within a hot atomic ensemble has been investigated.We begin with the theoretical analysis of the resonant magneto-optical effect of atoms with a horizontal linear-polarized beam and experimentally demonstrate precise manipulation of the polarization state across the entire domain of the BlVVB,achieving an error margin of less than 3°at various cross-sectional points.Our study provides a novel approach for the modulation of BlVVB based on atomic media,which holds potential applications in sensitive vector magnetometers,optical communications,and signal processing. 展开更多
关键词 Bessel-like vector vortex beam resonant magneto-optical effect polarization modulation Rb atomic ensemble
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Support vector regression-based operational effectiveness evaluation approach to reconnaissance satellite system 被引量:3
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作者 HAN Chi XIONG Wei +1 位作者 XIONG Minghui LIU Zhen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第6期1626-1644,共19页
As one of the most important part of weapon system of systems(WSoS),quantitative evaluation of reconnaissance satellite system(RSS)is indispensable during its construction and application.Aiming at the problem of nonl... As one of the most important part of weapon system of systems(WSoS),quantitative evaluation of reconnaissance satellite system(RSS)is indispensable during its construction and application.Aiming at the problem of nonlinear effectiveness evaluation under small sample conditions,we propose an evaluation method based on support vector regression(SVR)to effectively address the defects of traditional methods.Considering the performance of SVR is influenced by the penalty factor,kernel type,and other parameters deeply,the improved grey wolf optimizer(IGWO)is employed for parameter optimization.In the proposed IGWO algorithm,the opposition-based learning strategy is adopted to increase the probability of avoiding the local optima,the mutation operator is used to escape from premature convergence and differential convergence factors are applied to increase the rate of convergence.Numerical experiments of 14 test functions validate the applicability of IGWO algorithm dealing with global optimization.The index system and evaluation method are constructed based on the characteristics of RSS.To validate the proposed IGWO-SVR evaluation method,eight benchmark data sets and combat simulation are employed to estimate the evaluation accuracy,convergence performance and computational complexity.According to the experimental results,the proposed method outperforms several prediction based evaluation methods,verifies the superiority and effectiveness in RSS operational effectiveness evaluation. 展开更多
关键词 reconnaissance satellite system(Rss) support vector regression(SVR) gray wolf optimizer opposition-based learning parameter optimization effectiveness evaluation
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Intelligent identification of acoustic emission Kaiser effect points and its application in efficiently acquiring in-situ stress
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作者 Zhangwei Chen Zhixiang Liu +2 位作者 Jiangzhan Chen Xibing Li Linqi Huang 《International Journal of Minerals,Metallurgy and Materials》 2025年第7期1507-1518,共12页
Large-scale underground projects need accurate in-situ stress information,and the acoustic emission(AE)Kaiser effect method currently offers lower costs and streamlined procedures.In this method,the accuracy and speed... Large-scale underground projects need accurate in-situ stress information,and the acoustic emission(AE)Kaiser effect method currently offers lower costs and streamlined procedures.In this method,the accuracy and speed of Kaiser point identification are important.Thus,this study aims to integrate chaos theory and machine learning for accurately and quickly identifying Kaiser points.An intelligent model of the identification of AE partitioned areas was established by phase space reconstruction(PSR),genetic algorithm(GA),and support vector machine(SVM).Then,the plots of model classification results were made to identify Kaiser points.We refer to this method of identifying Kaiser points as the partitioning plot method based on PSR–GA–SVM(PPPGS).The PSR–GA–SVM model demonstrated outstanding performance,which achieved a 94.37%accuracy rate on the test set,with other evaluation metrics also indicating exceptional performance.The PPPGS identified Kaiser points similar to the tangent-intersection method with greater accuracy.Furthermore,in the feature importance score of the classification model,the fractal dimension extracted by PSR ranked second after accumulated AE count,which confirmed its importance and reliability as a classification feature.The PPPGS was applied to in-situ stress measurement at a phosphate mine in Guizhou Weng'an,China,to validate its practicability,where it demonstrated good performance. 展开更多
关键词 acoustic emission Kaiser effect phase space reconstruction support vector machine genetic algorithms classification model
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After effect6.5中Vector paint原理及其特殊应用
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作者 徐丽珍 徐永青 郑蓉 《现代电视技术》 2005年第11期116-117,共2页
After effect是一个适用于高端视频系统的专业型非线性编 辑创作系统。它提供了基于帧的视频设计途径。也为影视制作 人员提供了强大的影片编辑和制作工具。本文主要介绍After effect6.5中的新增功能——Vector paint的原理及其特殊的... After effect是一个适用于高端视频系统的专业型非线性编 辑创作系统。它提供了基于帧的视频设计途径。也为影视制作 人员提供了强大的影片编辑和制作工具。本文主要介绍After effect6.5中的新增功能——Vector paint的原理及其特殊的应用。 展开更多
关键词 AFTER effect vector PAINT MASK Keyframe 应用 原理 视频系统 非线性编辑
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Pressure and velocity cross-spectrum of normal modes in low-frequency acoustic vector field of shallow water and its application 被引量:2
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作者 Yun Yu Qing Ling Jiang Xu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第2期241-249,共9页
The pressure and horizontal particle velocity combined descriptions in the very low frequency acoustic field of shallow wa- ter integrated with the concept of effective depth of Pekeris wave- guide is proposed, especi... The pressure and horizontal particle velocity combined descriptions in the very low frequency acoustic field of shallow wa- ter integrated with the concept of effective depth of Pekeris wave- guide is proposed, especially the active component of the pressure and horizontal particle velocity cross-spectrum, also called ho- rizontal complex cross acoustic intensity, when only two normal modes are trapped in the waveguide. Both the approximate theo- retic analysis and the numerical results show that the sign of the horizontal complex cross acoustic intensity active component is independent of the range when vertically deployed receiving dual sensors are placed in appropriate depths, the sum of which is equal to the waveguide effective depth, so it can be used to tell whether the sound source is near the surface or underwater; while the range rate is expected to be measured by utilizing the sign distribution characteristic of the reactive component. The further robustness analysis of the depth classification algorithm shows that the existence of shear waves in semi infinite basement and the change of acoustic velocity profiles have few effects on the application of this method, and the seabed attenuation will limit the detection range, but the algorithm still has a good robustness in the valid detection range. 展开更多
关键词 low frequency acoustic vector field effective depth complex cross acoustic intensity active component target depth classificatio
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Flatness intelligent control via improved least squares support vector regression algorithm 被引量:2
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作者 张秀玲 张少宇 +1 位作者 赵文保 徐腾 《Journal of Central South University》 SCIE EI CAS 2013年第3期688-695,共8页
To overcome the disadvantage that the standard least squares support vector regression(LS-SVR) algorithm is not suitable to multiple-input multiple-output(MIMO) system modelling directly,an improved LS-SVR algorithm w... To overcome the disadvantage that the standard least squares support vector regression(LS-SVR) algorithm is not suitable to multiple-input multiple-output(MIMO) system modelling directly,an improved LS-SVR algorithm which was defined as multi-output least squares support vector regression(MLSSVR) was put forward by adding samples' absolute errors in objective function and applied to flatness intelligent control.To solve the poor-precision problem of the control scheme based on effective matrix in flatness control,the predictive control was introduced into the control system and the effective matrix-predictive flatness control method was proposed by combining the merits of the two methods.Simulation experiment was conducted on 900HC reversible cold roll.The performance of effective matrix method and the effective matrix-predictive control method were compared,and the results demonstrate the validity of the effective matrix-predictive control method. 展开更多
关键词 least squares support vector regression multi-output least squares support vector regression FLATNEss effective matrix predictive control
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Numerical investigation of dynamic characteristics of dual throat nozzle and bypass dual throat nozzle in thrust vectoring starting process 被引量:3
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作者 Yuqi ZHANG Jinglei XU +2 位作者 Minglei CAO Ruifeng PAN Shuai HUANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第10期184-206,共23页
The Bypass Dual Throat Nozzle(BDTN)is a novel fluidic Thrust Vectoring(TV)nozzle,it switches to TV state by opening the valve in the bypass.To greatly manipulate the BDTN,the dynamic characteristics in the TV starting... The Bypass Dual Throat Nozzle(BDTN)is a novel fluidic Thrust Vectoring(TV)nozzle,it switches to TV state by opening the valve in the bypass.To greatly manipulate the BDTN,the dynamic characteristics in the TV starting process should be analyzed.This paper conducts numerical simulations to grasp the variation processes of performances and the flow field evolution of BDTN and Dual Throat Nozzle(DTN).The dynamic responses of TV starting in typical DTN models are investigated at first.Then,the TV starting processes of BDTN in different Nozzle Pressure Ratio(NPR)conditions are simulated,and the valve opening durations(T)are also considered.Before the expected TV direction is achieved in the DTN,the jet is deflected to the opposite direction at the beginning of the dynamic process,which is called the reverse TV phenomenon.However,this phenomenon disappears in the BDTN.The larger injection width of DTN intensifies unsteady oscillations,and the reverse TV phenomenon is strengthened.In the BDTN,T determines the delay degree of performance variations compared to the static results,which is called hysteresis effect.At NPR=10,the hysteresis affects the final stable performance of BDTN.This study analyses the dynamic characteristics in DTN and BDTN,laying a foundation for further design of nozzles and control strategies. 展开更多
关键词 Dual Throat Nozzle(DTN) Bypass Dual Throat Nozzle(BDTN) Dynamic characteristic Thrust vectoring starting process Cavity vortex Hysteresis effect
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Mosquito vector management with botanicals-the most effective weapons in controlling mosquito-borne diseases 被引量:2
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作者 Shyamapada Mandal 《Asian Pacific Journal of Tropical Biomedicine》 SCIE CAS 2012年第4期336-336,共1页
Dear editor,Mosquito-borne diseases,viz.,malaria,filariasis,dengue hemorrhagic fever,chikungunya,Japanese encephalitis etc.,created huge impact on humans over the world,and the chemical insecticides remain the mainsta... Dear editor,Mosquito-borne diseases,viz.,malaria,filariasis,dengue hemorrhagic fever,chikungunya,Japanese encephalitis etc.,created huge impact on humans over the world,and the chemical insecticides remain the mainstay of effective control.But,indiscriminate and rampant use of the chemical insecticides in controlling mosquito vectors,in order to prevent diseases vectored by them,has resulted problems related to the adverse environmental effects for their(insecticides)potential toxicity,high operational cost,community acceptance,and the development of insecticide resistance among the vectors.The factors mentioned above prompted the search for new means of control strategies.Currently,the botanicals(viz.,plant extracts,essential oils and phytochemicals)with mosquitocidal potential 展开更多
关键词 ppm LC Mosquito vector management with botanicals-the most effective weapons in controlling mosquito-borne diseases
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Spin Supercurrent in Phenomena of Quantum Non-Locality (Quantum Correlations, Magnetic Vector Potential) and in Near-Field Antenna Effect 被引量:1
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作者 Liudmila B. Boldyreva 《Journal of Modern Physics》 2019年第2期128-144,共17页
It is shown that such phenomena as quantum correlations (interaction of space-separated quantum entities), the action of magnetic vector potential on quantum entities in the absence of magnetic field, and near-field a... It is shown that such phenomena as quantum correlations (interaction of space-separated quantum entities), the action of magnetic vector potential on quantum entities in the absence of magnetic field, and near-field antenna effect (the existence of superluminally propagating electromagnetic fields) may be explained by action of spin supercurrents. In case of quantum correlations between quantum entities, spin supercurrent emerges between virtual particles pairs (virtual photons) created by those quantum entities. The explanation of magnetic vector potential and near-field antenna effect is based on contemporary principle of quantum mechanics: the physical vacuum is not an empty space but the ground state of the field consisting of quantum harmonic oscillators (QHOs) characterized by zero-point energy. Using the properties of the oscillators and spin supercurrent, it is proved that magnetic vector potential is proportional to the moment causing the orientation of spin of QHO along the direction of magnetic field. The near-field antenna effect is supposed to take place as a result of action of spin supercurrent causing secondary electromagnetic oscillations. In this way, the electromagnetic field may spread at the speed of spin supercurrent. As spin supercurrent is an inertia free process, its speed may be greater than that of light, which does not contradict postulates of special relativity that sets limits to the speed of inertial systems only. 展开更多
关键词 SPIN SUPERCURRENT QUANTUM Correlations Magnetic vector Potential NEAR-FIELD Antenna effect Zero-Point Energy QUANTUM Harmonic Oscillator VIRTUAL Particles Pair VIRTUAL Photon
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Huberized Multiclass Support Vector Machine for Microarray Classification 被引量:7
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作者 LI Jun-Tao JIA Ying-Min 《自动化学报》 EI CSCD 北大核心 2010年第3期399-405,共7页
关键词 基因 支持向量机 计算方法 路径系数
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EFFECT OF ELECTROACUPUNCTURE ON CANINE PYLORIC PRESSURE AND ITS RELATION TO SOMATOSTATIN AND NITRIC OXIDE
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作者 黄裕新 孙大勇 +2 位作者 褚自宏 高巍 王庆莉 《World Journal of Acupuncture-Moxibustion》 1999年第4期43-46,共4页
Purpose of the present study: To explore the effect of electroacupuncture (EA) on canine pyloric pressure and its relation to somatostain (SS) of blood plasma and nitric oxide (NO).Methods: An intragastric pressure de... Purpose of the present study: To explore the effect of electroacupuncture (EA) on canine pyloric pressure and its relation to somatostain (SS) of blood plasma and nitric oxide (NO).Methods: An intragastric pressure detector and radioimmunoassay (RIA) and biochemical assay are used to determine changes of pyloric pressure and frequency, contents of SS and NO of blood plasma after EA stimulation of different acupoints. Results: Following EA of Zusanli (ST 36), the total pressure, basic pressure and systolic frequency of the sphincter muscle of pylorus lowered, plasma SS content decreased and NO content increased. After EA of Shangjuxu (ST 37), the total pressure, basic pressure and systolic frequency of the sphincter muscle of pylorus decreased, plasrna NO content increased but changes of these indexes are less obvious than those of EA of Zusanli (ST 36). These indexes in other groups had no any apparent changes. Conclusion: EA could lower pyloric pressure and systolic frequency of the pyloric sphincter muscle, whicb may be the important pathway of EA in regulating functional activities of the stomach and intestines. The effect of EA is associated with the contents of some plasma biological substances affecting pyloric pressure and the action of meridians and acupoints is of specificity to a certain degree. 展开更多
关键词 EA Gastric PREssURE ss NO effect of EA
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Two properties of sequence of vector measures on effect algebras
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作者 LIN Qing-shui LI Rong-lu 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第4期475-480,共6页
Let (L, ,0, 1) be an effect algebra and let X be a Banach space. A function : L→ X is called a vector measure if μ(a b) =μ(a) + μ(b) whenever a⊥b in L. The function μ is said to be 8-bounded if limn... Let (L, ,0, 1) be an effect algebra and let X be a Banach space. A function : L→ X is called a vector measure if μ(a b) =μ(a) + μ(b) whenever a⊥b in L. The function μ is said to be 8-bounded if limn→∞μ(an) = 0 in X for any orthogonal sequence (an)n∈N in L. In this paper, we introduce two properties of sequence of s-bounded vector measures and give some results on these properties. 展开更多
关键词 effect algebra s-bounded vector measure.
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Dynamics of Quantum State and Effective Hamiltonian with Vector Differential Form of Motion Method
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作者 Long Xiong Wei-Feng Zhuang Ming Gong 《Chinese Physics Letters》 SCIE EI CAS CSCD 2022年第7期36-40,共5页
Effective Hamiltonians in periodically driven systems have received widespread attention for realization of novel quantum phases, non-equilibrium phase transition, and Majorana mode. Recently, the study of effective H... Effective Hamiltonians in periodically driven systems have received widespread attention for realization of novel quantum phases, non-equilibrium phase transition, and Majorana mode. Recently, the study of effective Hamiltonian using various methods has gained great interest. We consider a vector differential equation of motion to derive the effective Hamiltonian for any periodically driven two-level system, and the dynamics of the spin vector are an evolution under the Bloch sphere. Here, we investigate the properties of this equation and show that a sudden change of the effective Hamiltonian is expected. Furthermore, we present several exact relations, whose expressions are independent of the different starting points. Moreover, we deduce the effective Hamiltonian from the high-frequency limit, which approximately equals the results in previous studies. Our results show that the vector differential equation of motion is not affected by a convergence problem, and thus, can be used to numerically investigate the effective models in any periodic modulating system. Finally, we anticipate that the proposed method can be applied to experimental platforms that require time-periodic modulation, such as ultracold atoms and optical lattices. 展开更多
关键词 Dynamics of Quantum State and effective Hamiltonian with vector Differential Form of Motion Method HAMILTONIAN vector QUANTUM
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Recombinant adenoviral vector expressing the tumor necrosis factor-related apoptosis-inducing ligand gene suppresses human pancreatic cancer growth
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作者 Rui Tian Renyi Qin Zhiyong Du Wei Xia Chengjian Shi 《The Chinese-German Journal of Clinical Oncology》 CAS 2007年第5期464-468,共5页
Objective: To investigate the antitumor effect of tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) gene transfection mediated by adenovirus into human pancreatic carcinoma cell line Panc-1, and the mech... Objective: To investigate the antitumor effect of tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) gene transfection mediated by adenovirus into human pancreatic carcinoma cell line Panc-1, and the mechanisms involved in this effect. Methods: TRAIL gene was transfected into pancreatic cancer cell line Panc-1 by an adenovirus vector (Ad-TRAIL). Level of TRAIL mRNA expression was determined using RT-PCR, and TRAIL protein synthesis was evaluated with Western blot. Cell-growth activities were determined by MTT assay. The bystander effect was observed by co-culturing the Panc-1 cells with the transfected TRAIL gene at different ratios. Apoptosis in pancreatic cancer cells was detected by flow cytometry. Procaspase-8 and procaspase-3 were determined by Western blot. Results: The stable overexpression of TRAIL was de-tected in Panc-1 cells transfected by Ad-TRAIL. Ad-TRAIL significantly inhibited of cell viability of Panc-1 cells. Furthermore, co-culture of cancer cells transfected with TRAIL with that nontransfected resulted in the cell death of both cells by bystander effect. Moreover, the percentage of apoptotic cells was significantly higher in the Ad-TRAIL-treatment group compared to the control groups (P < 0.01). And there was a diminished amount of procaspase-8 and procaspase-3 after infection with Ad-TRAIL. Conclusion: The overexpression of TRAIL gene in Panc-1 cells by Ad-TRAIL exerts its antitumor effects, and the mechanisms involved in this effect may be proapoptosis and bystander effect. 展开更多
关键词 pancreatic carcinoma adenovirus vector TRAIL APOPTOSIS bystander effect
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On the Massless Vector Fields in a Rindler Space
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作者 Roberto Soldati Caterina Specchia 《Journal of Modern Physics》 2015年第12期1743-1755,共13页
We study the quantum theory of the mass-less vector fields on the Rindler space. We evaluate the Bogoliubov coefficients by means of a new technique based upon the use of light-front coordinates and Mellin transform. ... We study the quantum theory of the mass-less vector fields on the Rindler space. We evaluate the Bogoliubov coefficients by means of a new technique based upon the use of light-front coordinates and Mellin transform. We briefly comment about the ensuing Unruh effect and its consequences. 展开更多
关键词 Rindler SPACE Unruh effect vector FIELDS BOGOLIUBOV COEFFICIENTS
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Effect of Dislocations on Helium Bubble Nucleation in 316L SS During Hot-implantation at 550℃
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作者 Zhang Chonghong Chen Keqin Wang Yinshu and Sun Jiguang(General Research Institute of Nonferrous Metals,Beijing.) 《IMP & HIRFL Annual Report》 1994年第0期173-174,共2页
Effect of Dislocations on Helium Bubble Nucleation in 316L SS During Hot-implantation at 550℃¥ZhangChonghong... Effect of Dislocations on Helium Bubble Nucleation in 316L SS During Hot-implantation at 550℃¥ZhangChonghong;ChenKeqin;WangYi... 展开更多
关键词 BUBBLE IMPLANTATION NUCLEATION effect HELIUM HOT Dislocations ss During in
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Bio-Electromagnetics without Fields: The Effect of the Vector Potential
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作者 Andras Szasz 《Open Journal of Biophysics》 2021年第2期205-224,共20页
Numerous considerations deal with specialties of bioelectromagnetic effects, including the force-free and field-free interactions. The fact that bioelectromagnetic phenomena consist of effects without mechanical force... Numerous considerations deal with specialties of bioelectromagnetic effects, including the force-free and field-free interactions. The fact that bioelectromagnetic phenomena consist of effects without mechanical forces and even without measurable fields looks impossible in the simple considerations. However, the stochastic fluctuations cause surprising results, with scientifically proven bioelectromagnetism in field-free conditions. In the first steps, we show the scalar and vector potentials’ specialties instead of electric and magnetic fields defined by the well-known Maxwellian equations. The vanishing of the fields is connected to the potentials’ stochastic fluctuations, the noises control the “zero-ground”. The result shows a possibility of a wave that has no attenuation during its transmission through the material. In this meaning, the result is similar to the consequences of the scalar-wave (SW) considerations. The structural changes follow a particular noise spectrum (called pink-noise or 1/f noise), which keeps the entropy constant in a broad range of scaling magnification. 展开更多
关键词 vector-Potential Scalar-Potential Stochastic-Processes Field-Free effects Curl-Free Fields AXIAL-vector Life HOMEOSTASIS Entropy 1/f Noise
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Construction of Cox7a2 fluorescent vector and its effect on cytochrome C oxidase activity in mouse Sertoli cell line TM4
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作者 刘保兴 《外科研究与新技术》 2011年第4期260-260,共1页
Objective To construct Cox7a2 fluorescent vector and study its effect on cytochrome C oxidase ( COX) activity in mouse Sertoli cell line TM4. Methods The coding region of CoxTa2 was amplified from mouse Sertoli cell l... Objective To construct Cox7a2 fluorescent vector and study its effect on cytochrome C oxidase ( COX) activity in mouse Sertoli cell line TM4. Methods The coding region of CoxTa2 was amplified from mouse Sertoli cell line TM4 by RT-PCR. PCR product was 展开更多
关键词 line cell Construction of Cox7a2 fluorescent vector and its effect on cytochrome C oxidase activity in mouse Sertoli cell line TM4 TM
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基于PNN/PCA/SS-SVR的光伏发电功率短期预测方法 被引量:53
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作者 王昕 黄柯 +3 位作者 郑益慧 李立学 郎永波 吴昊 《电力系统自动化》 EI CSCD 北大核心 2016年第17期156-162,共7页
光伏发电功率预测对太阳能开发利用、电网稳定安全运行具有重要意义。提出一种融合了概率神经网络(PNN)、主成分分析法(PCA)、分散搜索(SS)和支持向量机回归(SVR)的光伏输出功率预测模型。首先结合天气信息通过PNN将天气划分为晴、多云... 光伏发电功率预测对太阳能开发利用、电网稳定安全运行具有重要意义。提出一种融合了概率神经网络(PNN)、主成分分析法(PCA)、分散搜索(SS)和支持向量机回归(SVR)的光伏输出功率预测模型。首先结合天气信息通过PNN将天气划分为晴、多云、阴、雨4种类型,然后在每种天气类型下,利用PCA对影响光伏出力的多个气象因素,如太阳辐射强度、温度和相对湿度等进行降维、转换成少数几个主成分作为输入向量,最后建立SS算法优化SVR的光伏发电功率短期预测模型。结果表明,该模型实现了对不同天气类型下的光伏出力较为精准的预测,具有一定的可行性及指导意义。 展开更多
关键词 光伏发电功率预测 概率神经网络 主成分分析法 分散搜索 支持向量机回归
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