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Reliability Optimization of Entropy Based Series-Parallel System Using Global Criterion Method
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作者 G. S. MAHAPATRA 《Intelligent Information Management》 2009年第3期145-149,共5页
In this paper, we have considered a series-parallel system to find out optimum system reliability with an additional entropy objective function. Maximum system reliability of series-parallel system is depending on pro... In this paper, we have considered a series-parallel system to find out optimum system reliability with an additional entropy objective function. Maximum system reliability of series-parallel system is depending on proper allocation of redundancy component in different stage. The goal of entropy based reliability redundancy allocation problem is to find optimal number of redundancy component in each stage such a manner that maximize the system reliability subject to available total system cost. Global criterion method is used to analyze entropy based reliability optimization problem with different weight function of objective functions. Numerical examples have been provided to illustrate the model. 展开更多
关键词 RELIABILITY SERIES-PARALLEL system REDUNDANCY ENTROPY GLOBAL criterion method
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Couplings in Multi-criterion Aerodynamic Optimization Problems Using Adjoint Methods and Game Strategies 被引量:4
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作者 唐智礼 董军 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第1期1-8,共8页
The tighten couplings of game strategies with adjoint methods for multi-criterion aerodynamic design optimization are ad-dressed. Its numerical implementation is also described in details. In cooperative game,adjoint ... The tighten couplings of game strategies with adjoint methods for multi-criterion aerodynamic design optimization are ad-dressed. Its numerical implementation is also described in details. In cooperative game,adjoint methods are coupled in parallel to compute Pareto front collaboratively. Conversely in a Nash game,adjoint methods are coupled in each player s decision making to achieve Nash equilibrium competitively. In Stackelberg game,adjoint methods used by players are nested hierarchically through incomp... 展开更多
关键词 multi-criterion optimization AERODYNAMICS adjoint methods game strategies Nash game Stackelberg game Pareto front
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Application of Criterion-Meeting Assessment Method in Fundamentals of Nursing 被引量:1
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作者 Xueyan Chen Jihong Wang Wenjuan Li 《Engineering(科研)》 2013年第10期338-340,共3页
To investigate the results of criterion-meeting assessment method used for the operation test in fundamentals of nursing, 101 nursing undergraduates who entered Nursing College, Beihua University in 2007, were randoml... To investigate the results of criterion-meeting assessment method used for the operation test in fundamentals of nursing, 101 nursing undergraduates who entered Nursing College, Beihua University in 2007, were randomly divided into experimental group and control group. The students in the control group were examined with the traditional assessment method, namely, the points were given the students one-time and estimated in a way of quantitative analysis. The students in the experimental group were examined with criterion-meeting assessment methods. The average score of students in the experimental group was higher than that in the control group (P <0.001), the difference was statistically significant, and 100% students in the experimental group got 90-100 points of the assessment standards. Our studies suggest that the method is not only conducive to fully mobilizing the enthusiasm of the students and students’ establishing critical thinking, but also gives help to improve the overall quality of teachers. It can strengthen the experimental teaching, improve teachers’ and students’ senses of responsibility in teaching and learning and contribute to the good teaching result. 展开更多
关键词 criterion-Meeting ASSESSMENT method NURSING
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Experimental Verification of Geometric Criterion of Damage and Fracture by Grating Methods
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作者 崔希民 陈至达 《International Journal of Mining Science and Technology》 SCIE EI 1998年第2期194-197,共4页
Micro cracking in solid material is a phenomenon of solid plane bifurcation with incompatible micro-rotation. Therefore it is important to analysis the micro-rotation field in a strained material in fractute mechanics... Micro cracking in solid material is a phenomenon of solid plane bifurcation with incompatible micro-rotation. Therefore it is important to analysis the micro-rotation field in a strained material in fractute mechanics. On the basis of strain-rotation (S-R) decomposition theorem, the geometric criterion of cracking has been established. In order to verify its validity, using grating experimental method the thin compact tension specimens were investigated. The analysis results show a good agreement between the experimental and geometric criterion. 展开更多
关键词 strain-rotation DECOMPOSITION GEOMETRIC criterion GRATING method
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Application of Fisher method to discriminating earthquakes and explosions using criterion m_b/M_S
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作者 边银菊 《Acta Seismologica Sinica(English Edition)》 EI CSCD 2005年第4期441-450,共10页
We try to give a quantitative and global discrimination function by studying mb/MS data using Fisher method that is a kind of pattern recognition methods. The reliability of the function is also analyzed. The results ... We try to give a quantitative and global discrimination function by studying mb/MS data using Fisher method that is a kind of pattern recognition methods. The reliability of the function is also analyzed. The results show that this criterion works well and has a global feature, which can be used as first-level filtering criterions in event identification. The quantitative and linear discrimination function makes it possible to identify events automatically and achieve the goal to react the events quickly and effectively. 展开更多
关键词 mb/MS Fisher method seismological criterion pattern recognition discrimination efficiency
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Characteristics of Contractual English and Its Translation Methods
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作者 陈凡 《科技信息》 2012年第18期207-209,共3页
With the occurrence of economic globalization,the translation of contractual English has played an increasingly important role in China economy.However,as a subject of business English,it is rare to find the research ... With the occurrence of economic globalization,the translation of contractual English has played an increasingly important role in China economy.However,as a subject of business English,it is rare to find the research of contractual English,furthermore,the general translation theory including business English is not suited for contractual English translation.It will have both theoretical meanings and practical meanings to analysize contractual English translation.After simple contrast between business English and contractual English,from the characteristic of contractual English,the author discussed in detail about his understanding and research of the standards and mode of contractual English translation.The translation criteria:"faithfulness","exactness"and"customariness"are suggested.In the translation mode,the linguistic analysis is used to translate the contract,namely,vocabulary and syntax.The paper is completed on the basis of the author's knowledge on the linguistic theroy and understandings of contract and contractual English. 展开更多
关键词 英语 翻译方法 商务英语 英语合同
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SELF-ADAPTIVE MOLECULE/CLUSTER STATISTICAL THERMODYNAMICS METHOD FOR QUASI-STATIC DEFORMATION AT FINITE TEMPERATURE 被引量:1
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作者 Hao Tan Haiying Wang +2 位作者 Mengfen Xia Fujiu Ke Yilong Bai 《Acta Mechanica Solida Sinica》 SCIE EI 2011年第1期92-100,共9页
Hybrid molecule/cluster statistical thermodynamics (HMCST) method is an efficient tool to simulate nano-scale systems under quasi-static loading at finite temperature. In this paper, a self-adaptive algorithm is dev... Hybrid molecule/cluster statistical thermodynamics (HMCST) method is an efficient tool to simulate nano-scale systems under quasi-static loading at finite temperature. In this paper, a self-adaptive algorithm is developed for this method. Explicit refinement criterion based on the gradient of slip shear deformation and a switching criterion based on generalized Einstein approximation is proposed respectively. Results show that this self-adaptive method can accurately find clusters to be refined or transferred to molecules, and efficiently refine or trans- fer the clusters. Furthermore, compared with fully atomistic simulation, the high computational efficiency of the self-adaptive method appears very attractive. 展开更多
关键词 SELF-ADAPTIVE slip shear deformation particle method approximation refinement criterion switching criterion
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ON A FAMILY OF CHEBYSHEV-HALLEY TYPE METHODS IN BANACH SPACE UNDER WEAKER SMALE CONDITION 被引量:3
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作者 黄正达 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2000年第1期37-44,共8页
In this paper, we discuss local convergence of a family of Chebychev Halley type methods with a parameter θ∈[0,1] in Banach space using Smale type δ criterion under 2 th γ condition. We will see that the propertie... In this paper, we discuss local convergence of a family of Chebychev Halley type methods with a parameter θ∈[0,1] in Banach space using Smale type δ criterion under 2 th γ condition. We will see that the properties of the condition used for local convergence is much more different from that used in [6][15] for the semi-local convergence. 展开更多
关键词 CHEBYSHEV HALLEY type methods 2 th γ CONDITION δ criterion.
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Stability analysis of the simplest Takagi-Sugeno fuzzy control system using circle criterion
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作者 Lu Hongqian Huang Xianlin +2 位作者 Gao X. Z. Ban Xiaojun Yin Hang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第2期311-319,共9页
A frequency-domain-based sufficient condition is derived to guarantee the globally asymptotic stability of the simplest Takagi-Sugeno (T-S) fuzzy control system by using the circle criterion. The analysis is perform... A frequency-domain-based sufficient condition is derived to guarantee the globally asymptotic stability of the simplest Takagi-Sugeno (T-S) fuzzy control system by using the circle criterion. The analysis is performed in the frequency domain, and hence the condition is of great significance when the frequency-response method, which is widely used in the linear control theory and practice, is employed to synthesize the simplest T-S fuzzy controller. Besides, this sufficient condition is featured by a graphical interpretation, which makes the condition straightforward to be used. Comparisons are drawn between the performance of the simplest T-S fuzzy controller and that of the linear compensator. Two numerical examples are presented to demonstrate how this sufficient condition can be applied to both stable and unstable plants. 展开更多
关键词 T-S fuzzy controller Stability analysis Circle criterion Frequency response method.
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含体积型缺陷集输管道剩余强度评价方法适用性 被引量:1
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作者 韩冰 季蓓蕾 +1 位作者 付强 张欣亮 《腐蚀与防护》 北大核心 2025年第3期91-98,共8页
基于径厚比为13~20的管道内压爆破试验数据,建立了含腐蚀缺陷集输管道数值计算模型的失效判定准则,并开展了不同缺陷尺寸条件下三种标准评价方法的适用性对比分析;在此基础上,基于交叉验证优化的支持向量机(CV-SVM)算法,建立了集输管道... 基于径厚比为13~20的管道内压爆破试验数据,建立了含腐蚀缺陷集输管道数值计算模型的失效判定准则,并开展了不同缺陷尺寸条件下三种标准评价方法的适用性对比分析;在此基础上,基于交叉验证优化的支持向量机(CV-SVM)算法,建立了集输管道失效压力预测模型,对比分析了预测模型与标准方法的预测效果。结果表明:不同缺陷长度、深度及宽度下,DNV-RP-F101标准方法适用于径厚比较小的集输管道,但当缺陷长度小于1D(D为管道外径)时,该方法不具有保守性,推荐采用PCORRC标准方法。相比于标准方法,预测模型的准确率提高了3.11%,适用于含腐蚀缺陷集输管道工程适用性评估。 展开更多
关键词 集输管道 内腐蚀 失效准则 评价方法 预测模型
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A General Method to Compute the Electric Flux Lines between Two Magnet Wires in Close Contact and Its Application for the Evaluation of Partial Discharge Risks in the Slots of Electric Machines Embedded in Future Transportation Systems
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作者 Philippe Collin David Malec Yvan Lefevre 《Advances in Aerospace Science and Technology》 2021年第1期24-42,共19页
The sizing of the Electrical Insulation System (EIS) is an important challenge in electric motors of higher specific </span><span style="font-family:Verdana;">power driven</span><span st... The sizing of the Electrical Insulation System (EIS) is an important challenge in electric motors of higher specific </span><span style="font-family:Verdana;">power driven</span><span style="font-family:Verdana;"> by faster inverters. That keeps increasing the electric stress </span><span style="font-family:Verdana;">which</span><span style="font-family:Verdana;"> the winding is submitted in the stator slot. Consequently, Partial Discharges (PD) are more likely to occur. Nowadays, </span><span style="font-family:Verdana;">the Paschen’s</span><span style="font-family:Verdana;"> criterion is widely used to evaluate the risk of partial discharge. It requires </span><span style="font-family:Verdana;">the knowledge</span><span style="font-family:Verdana;"> of electric field lines. This paper presents a method to precisely compute the electric field lines in a two-dimensional (2D) electrostatic problem. The field of study is composed of two magnet wires in close contact. Such configuration is representative of the </span><span style="font-family:Verdana;">turn</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">-</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">to</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">-</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">turn</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> interaction in an electric motor slot. The problem is solved using the scalar potential formulation only. The notion of flux tubes is used </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">for the </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">post process</span></span></span><span><span><span style="font-family:""> </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">of </span></span></span><span><span><span style="font-family:""><span style="font-family:Verdana;">the electric field lines in a developed numerical code on Matlab. The developed method is compared to a ballistic method already included on Matlab. The work presented here is included in an automatic tool to suppress or reduce the partial discharge risk in a stator slot of </span><span style="font-family:Verdana;">high</span><span style="font-family:Verdana;"> power density motor destined </span></span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">for</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> future transportation systems. 展开更多
关键词 Partial Discharges Dielectric Constant Electric Motor Finite Elements Paschen’s criterion Ballistic method
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Cause of Errors Associated with Application of Drucker-Prager Yield Criterion in MSC/NASTRAN Program
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作者 WANG Jin jun University of New South Wales, Sydney 2052, Australia 《Advances in Manufacturing》 2000年第1期11-13,共3页
When the Drucker Prager yield criterion is used, the MSC/NASTRAN program frequently predicts noticeable errors. The relevant part of NASTRAN Handbook was checked and some errors in the elasto plastics theory used in... When the Drucker Prager yield criterion is used, the MSC/NASTRAN program frequently predicts noticeable errors. The relevant part of NASTRAN Handbook was checked and some errors in the elasto plastics theory used in NASTRAN were detected in this paper. The procurement to prove these errors was verified by numerical calculation. 展开更多
关键词 Drucker Prager yield criterion NASTRAN finite element method
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On an Application of the Improved Maximum Product Criterion to Inverse Acoustic Scattering in a Layered Medium 被引量:1
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作者 Fermin S. Viloche Bazán Juliano de Bem Francisco +2 位作者 Koung Hee Leem George Pelekanos Vassilios Sevroglou 《Journal of Applied Mathematics and Physics》 2021年第4期661-682,共22页
In this paper, we consider the numerical treatment of an inverse acoustic scattering problem that involves an impenetrable obstacle embedded in a layered medium. We begin by employing a modified version of the well kn... In this paper, we consider the numerical treatment of an inverse acoustic scattering problem that involves an impenetrable obstacle embedded in a layered medium. We begin by employing a modified version of the well known <em>factorization method</em>, in which a computationally effective numerical scheme for the reconstruction of the shape of the scatterer is presented. This is possible, due to a <em>mixed reciprocity principle</em>, which renders the computation of the Green function at the background medium unnecessary. Moreover, to further refine our inversion algorithm, an efficient Tikhonov parameter choice technique, called <em>Improved Maximum Product Criterion</em> (IMPC) is exploited. Our regularization parameter is computed via a fast iterative algorithm which requires no <em>a priori</em> knowledge of the noise level in the far-field data. Finally, the effectiveness of IMPC is illustrated with various numerical examples. 展开更多
关键词 Acoustic Scattering Layered Medium Mixed Reciprocity Relation Factorization method Improved Maximum Product criterion (IMPC)
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Simplified Calculation Methods for All-Vertical-Piled Wharf in Offshore Deep Water 被引量:3
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作者 WANG Yuan-zhan HE Lin-lin 《China Ocean Engineering》 SCIE EI CSCD 2017年第2期182-191,共10页
All-vertical-piled wharf is a kind of high-piled wharf, but it is extremely different from the traditional ones in some aspects, such as the structural property, bearing characteristics, failure mechanism, and static ... All-vertical-piled wharf is a kind of high-piled wharf, but it is extremely different from the traditional ones in some aspects, such as the structural property, bearing characteristics, failure mechanism, and static or dynamic calculation methods. In this paper, the finite element method (FEM) and theoretical analysis method are combined to analyze the structural property, bearing behavior and failure mode of the all-vertical-piled wharf in offshore deep water, and to establish simplified calculation methods determining the horizontal static ultimate bearing capacity and the dynamic response for the all-vertical-piled wharf. Firstly, the bearing capability and failure mechanism for all-vertical-piled wharf are studied by use of FEM, and the failure criterion is put forward for all-vertical-piled wharf based on the 'plastic hinge'. According to the failure criterion and P-Y curve method, the simplified calculation method of the horizontal static ultimate bearing capacity for all-vertical-piled wharf is proposed, and it is verified that the simplified method is reasonable by comparison with the FEM. Secondly, the displacement dynamic magnification factor for the all-vertical-piled wharf under wave cyclic loads and ship impact loads is calculated by the FEM and the theory formula based on the single degree of freedom (SDOF) system. The results obtained by the two methods are in good agreement with each other, and the simplified calculation method of the displacement dynamic magnification factor for all-vertical-piled wharf under dynamic loads is proposed. Then the simplified calculation method determining the dynamic response for the all-vertical-piled wharf is proposed in combination with P-Y curve method. That is, the dynamic response of the structure can be obtained through the static calculation results of P-Y curve method multiplied by the displacement dynamic magnification factor. The feasibility of the simplified dynamic response method is verified by comparison with the FEM under different conditions. 展开更多
关键词 all-vertical-piled wharf failure criterion plastic hinge dynamic amplification coefficient simplified calculation methods
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低速冲击下复合材料层合板损伤预测模型评估 被引量:2
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作者 李峰忠 金士杰 +1 位作者 张新垚 罗忠兵 《复合材料学报》 北大核心 2025年第6期3521-3534,共14页
针对碳纤维复合材料层合板低速冲击损伤的预测问题,采用数值模拟方法从结构外部力学响应、内部损伤状态两个方面,探讨3种损伤起始准则和3种演化方法对其影响。建立了分析层合板冲击问题的三维有限元模型,设计了包含起始判定、渐进演化... 针对碳纤维复合材料层合板低速冲击损伤的预测问题,采用数值模拟方法从结构外部力学响应、内部损伤状态两个方面,探讨3种损伤起始准则和3种演化方法对其影响。建立了分析层合板冲击问题的三维有限元模型,设计了包含起始判定、渐进演化及本构关系的损伤计算流程。研究了冲击过程损伤面积定量演变,为阐释损伤机制提供新视角。结合实验数据对冲击损伤数值模型进行了验证,并对不同起始准则、演化方法的预测能力进行了评价探讨。结果表明,数值预测与实验测试的动态力学响应曲线吻合度较高,证明该数值模型能够准确预测低速冲击损伤。同时发现起始准则与演化方法的结合对损伤模型预测性能十分关键,Hashin-Strain准则结合线性等效应变方法(Hashin-Strain-E1)和Puck准则结合指数型等效位移方法(PuckE3)最优。然而,当Hashin-Strain准则结合线性或指数型等效位移方法时(Hashin-Strain-E2/E3),会由于刚度退化严重而引发穿透性损伤。研究成果为复合材料层合板低速冲击损伤预测与评估提供参考和借鉴。 展开更多
关键词 复合材料 低速冲击 起始准则 演化方法 损伤预测
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基于描述函数法的分数阶Cuk变换器稳定性分析
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作者 陈艳峰 汪鑫 +1 位作者 张波 陈生 《电源学报》 北大核心 2025年第4期120-136,共17页
提出了分数阶Cuk变换器闭环系统的建模与稳定性分析方法。首先分析了PWM控制的分数阶Cuk变换器闭环系统的传递函数;然后对其控制系统的非线性环节进行建模,从而获得分数阶Cuk变换器闭环系统的描述函数模型;进而利用改进的Nyquist稳定判... 提出了分数阶Cuk变换器闭环系统的建模与稳定性分析方法。首先分析了PWM控制的分数阶Cuk变换器闭环系统的传递函数;然后对其控制系统的非线性环节进行建模,从而获得分数阶Cuk变换器闭环系统的描述函数模型;进而利用改进的Nyquist稳定判据,分析了分数阶元件阶次对变换器闭环系统稳定性的影响;最后通过仿真与RT Box平台验证了分数阶变换器闭环系统建模及稳定性分析方法的准确性。 展开更多
关键词 分数阶Cuk变换器 描述函数法 改进Nyquist稳定判据
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Simplified Method of Stability Analysis of Nonlinear Systems without Using of Lyapunov Concept
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作者 Tarek Benmiloud 《Journal of Applied Mathematics and Physics》 2023年第4期1049-1060,共12页
In this paper a new simplified method of stability study of dynamical nonlinear systems is proposed as an alternative to using Lyapunov’s method. Like the Lyapunov theorem, the new concept describes a sufficient cond... In this paper a new simplified method of stability study of dynamical nonlinear systems is proposed as an alternative to using Lyapunov’s method. Like the Lyapunov theorem, the new concept describes a sufficient condition for the systems to be globally stable. The proposed method is based on the assumption that, not only the state matrix contains information on the stability of the systems, but also the eigenvectors. So, first we will write the model of nonlinear systems in the state-space representation, then we use the eigenvectors of the state matrix as system stability indicators. 展开更多
关键词 Stability criterion of Nonlinear Systems EIGENVECTORS State-Space Representation Lyapunov method
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Modified Burzynski criterion with non-associated flow rule for anisotropic asymmetric metals in plane stress problems
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作者 F.MOAYYEDIAN M.KADKHODAYAN 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2015年第3期303-318,共16页
The Burzynski criterion is developed for anisotropic asymmetric metals with the non-associated flow rule (NAFR) for plane stress problems. The presented pressure depending on the yield criterion can be calibrated wi... The Burzynski criterion is developed for anisotropic asymmetric metals with the non-associated flow rule (NAFR) for plane stress problems. The presented pressure depending on the yield criterion can be calibrated with ten experimental data, i.e., the tensile yield stresses at 0°, 45°, and 90°, the compressive yield stresses at 0°, 15°, 30°, 45°, 75°, and 90° from the rolling direction, and the biaxial tensile yield stress. The corresponding pressure independent plastic potential function can be calibrated with six experimental data, i.e., the tensile R-values at 0°, 15°, 45°, 75°, and 90° from the rolling direction and the tensile biaxial R-value. The downhill simplex method is used to solve these ten and six high nonlinear equations for the yield and plastic potential functions, respectively. The results show that the presented new criterion is appropriate for anisotropic asymmetric metals. 展开更多
关键词 modified Burzynski criterion pressure dependent asymmetric metal down-hill simplex method non-associated flow rule (NAFR)
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Geophysical criterion of pre-outburst coal outsqueezing from the face space into the working 被引量:1
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作者 Alexander Shadrin Yuliya Diyuk 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第3期499-506,共8页
The initial process of coal and gas sudden outburst is studied in the article when under the influence of rock and gas pressure the part of a coal seam layer(a coal section)is squeezed out from the mouth of the future... The initial process of coal and gas sudden outburst is studied in the article when under the influence of rock and gas pressure the part of a coal seam layer(a coal section)is squeezed out from the mouth of the future outburst cavity in a jump-like manner into the working.Geo-mechanical criterion for a part of a coal seam layer outsqueezing in the form of the relation of active(squeezing out)and passive(preventing the outsqueezing)forces is defined in the article.Based on it,the geophysical criterion is defined by expressing basic physical parameters through geo-physical ones:the current stress is defined by spectral-acoustic method through the ratio of high frequency and low-frequency components of an acoustic signal,which is generated into a face working space by the mining equipment operating in the face;in-situ gas pressure is defined by gas analytical method by the concentration of methane in the atmosphere of the working;the strength of the most broken coal layer is defined by a strength measuring device(a device for measuring the depth of a steal cone punched into the coal by a spring mechanism).This paper studies the influence of acoustic,strength and filtrating and collecting properties of a face working space on the limit value of an obtained geophysical criterion of pre-outburst squeezing of a coal‘‘plug”out of the mouth of the future outburst cavity into the working. 展开更多
关键词 Block-like structure criterion of a COAL section outsqueezing Spectral-acoustic method Stress condition COAL strength property In-situ GAS pressure Aero and GAS control equipment METHANE concentration
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On the Application of Bootstrap Method to Stationary Time Series Process
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作者 T. O. Olatayo 《American Journal of Computational Mathematics》 2013年第1期61-65,共5页
This article introduces a resampling procedure called the truncated geometric bootstrap method for stationary time series process. This procedure is based on resampling blocks of random length, where the length of eac... This article introduces a resampling procedure called the truncated geometric bootstrap method for stationary time series process. This procedure is based on resampling blocks of random length, where the length of each blocks has a truncated geometric distribution and capable of determining the probability p and number of block b. Special attention is given to problems with dependent data, and application with real data was carried out. Autoregressive model was fitted and the choice of order determined by Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC). The normality test was carried out on the residual variance of the fitted model using Jargue-Bera statistics, and the best model was determined based on root mean square error of the forecasting values. The bootstrap method gives a better and a reliable model for predictive purposes. All the models for the different block sizes are good. They preserve and maintain stationary data structure of the process and are reliable for predictive purposes, confirming the efficiency of the proposed method. 展开更多
关键词 TRUNCATED Geometric Bootstrap method AUTOREGRESSIVE Model Akaike INFORMATION criterion (AIC) Bayesian INFORMATION criterion (BIC) Root Mean Square Error ()
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