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It gets the information of grinding through the multi-sensors data fusion method, the information is classified by the SVMs classificatory.

基于支持向量机的磨削参数决策系统通过多传感器信息融合获得磨削状态信息,用支持向量机分类器对其分类。

On the basis of the conclusion above, the nonlinear weak controllable vectors can be obtained, which compose the second class of weak controllable matrix, by means of matrix transfermations of the first class of weak controllable matrix. Furthmore the second criterion of weak controllability, accessibility and strong accessibility, which is more standard, more succinct and more practical, is obtained. On the basis of the first criterion and the second criterion, several important problems about nonlinear controllability are discussed, which include 1 local controllability; 2 three classes of local controllable decomposition, separately by means of local coordinate changes in the neighborhood of a nonsingular point, a point on a singular surface or a designated point x〓 with a designated input u〓; 3 the character of controllability of the ith state variable x〓 in different controllable areas and their boundaries.

在第一判别定理和第二判别定理的基础上,我们分析了非线性系统受控性质中的几个重要问题,所得到的结论包括i得到了非线性系统在可平衡点附近的能控性判别定理;ii分别给出了非线性系统在非奇异点、s阶奇面以及在状态空间内给定的一点x〓和输入u〓上的三种状态分解形式以及相应的求解方法;利用系统的Ⅰ型弱能控矩阵与Ⅱ型弱能控矩阵秩相等的条件,得到了只用系统的前n个弱能控向量来判断系统的弱能控性的判别定理;iii通过引入系统状态分量的三类受控区域边界的定义及相应的求解方法,初步探讨了非线性系统各个状态分量在不同的受控区域及其边界上的受控性质。

Support vector machines was introduced to structural reliability analysis as a tool for reconstruction of limit state function.

将支持向量机作为极限状态函数重构的工具引入结构可靠性分析问题中,并结合蒙特卡洛方法,分别给出了模式识别型和函数回归型两种支持向量机模型应用于结构可靠性分析的计算流程图。

Then the connection of left and right eigenvector and state matrix is deduced by using left and right eigenvector of free vibration differential equation in linear damped discrete system.

首先介绍了复模态理论,然后利用线性阻尼离散系统的自由振动微分方程的左右特征向量,推导出状态矩阵与振动系统的左右特征向量之间的关系。

In this paper, functions of each condition in the original definition of state variable weights vector are researched in detail.

逐条分析状态变权向量原始定义中各条件的作用及其内在联系,给出一种改进的状态变权向量定义并讨论与之相关的若干约束条件。

The generalized reliability of single failure mode component and unit structure under different kinds of uncertainty factors is treated perspicuously and classified. Combined with the three class fortify standard of aseismic design code,the conception of reliability vector of structures and systems with intermediate state before failure is put forward, and the calculation model of reliability vector with three stage working modes of "safety-intermediate-failure" and the operation rules of reliability vector of the simple aseismic engineering systems composed by structures are established.

针对各种不确定性因素下的单失效模式构件和单体结构,进行了广义可靠性的明晰化分类处理,结合抗震设计规范的三级设防标准,提出了具有中介状态结构与系统可靠性向量概念,建立了具有"安全-中介-失效"三级工作模式的可靠性向量计算模型,及其由结构组成的简单抗震工程系统的可靠性向量运算规则。

In the mathematically rigorous formulation of quantum mechanics, developed by Paul Dirac and John von Neumann, the possible states of a quantum mechanical system are represented by unit vectors (called "state vectors") residing in a complex separable Hilbert space (variously called the "state space" or the "associated Hilbert space" of the system).

在保罗·迪拉克和约翰·万·诺埃曼创立的严谨的量子力学数学公式里,用停留在一复杂可分的希耳伯特空间(很多地方称作"状态矢量空间"或与系统有关的希耳伯特空间)单位向量来描绘量子力学系统的可能状态。

Chaos control ; support vector machines ; least square support vector machines ; state feedback ; stability

混沌控制;支持向量机;最小二乘支持向量机;状态反馈;稳定性

This thesis proposed the design and implementation of an ASIC for the motor control with DTC technology. Note that this ASIC is implemented by cell-based Design style with Verilog language.The basic principle of the Direct Torque Control is to select the switch sequence of the inverter. Those switches will control the magnetism and torque of the stator, to induce a fast response of the induction motor. Furthermore, the d-q axle's static coordinate, which is transferred from both the three-phase current and voltage, is used to compute the stator's magnetism and torque. By comparing with original values, those magnetism and torque will be calculated and set to new data. Then the switching table and the hysteresis controller are decided with the new data to generate a voltage vector and to control the stator magnetism and torque.

直接转矩控制的基本原理为经由侦测马达定子磁通与转子转速,来适当的选择变频器功率电晶体的切换状态,以获得快速且不易受外在环境影响的马达控制响应;首先,根据量测三相电流与利用变频器的切换状态取得马达的三相电压,将其转换至d-q轴静止座标,然后藉此估测马达的磁通量与转矩量,再分别与侦测的定子磁通量和转矩量比较后,得到定子磁通量与转矩量比较的结果,再利用DTC电压向量切换表(DTC Voltage Vector Switching table),依定子磁通与转矩的比较值及马达所在的角度位置,来选择一个适当的电压向量,进而依切换顺序来激发功率电晶体,达到控制感应马达的目的。

There are four parts presented in this paper. In the first part, the B.F ironmaking process, B.F Expert System and the methods to predict the silicon content in molten iron are introduced. In the second part, the control parameters and state parameters of B.F ironmaking process are analyzed. In the third part, the Statistical Learning Theory and Support Vector Machine are introduced.

论文主要包括以下四个方面的内容:高炉炼铁、高炉专家系统和炉温预测的概述;高炉冶炼过程状态参数和控制参数的分析;统计学习理论和支持向量机方法;基于支持向量机的铁水硅含量数值预报模型和铁水硅含量多类别分类模型。

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