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    • 23. 发明授权
    • Method for real-time nonlinear system state estimation and control
    • 实时非线性系统状态估计与控制方法
    • US5991525A
    • 1999-11-23
    • US917053
    • 1997-08-22
    • Sunil C. ShahPradeep Pandey
    • Sunil C. ShahPradeep Pandey
    • G05B13/04
    • G05B13/04
    • A method for the estimation of the state variables of nonlinear systems with exogenous inputs is based on improved extended Kalman filtering (EKF) type techniques. The method uses a discrete-time model, based on a set of nonlinear differential equations describing the system, that is linearized about the current operating point. The time update for the state estimates is performed using integration methods. Integration, which is accomplished through the use of matrix exponential techniques, avoids the inaccuracies of approximate numerical integration techniques. The updated state estimates and corresponding covariance estimates use a common time-varying system model for ensuring stability of both estimates. Other improvements include the use of QR factorization for both time and measurement updating of square-root covariance and Kalman gain matrices and the use of simulated annealing for ensuring that globally optimal estimates are produced.
    • 用外推法估计非线性系统的状态变量的方法是基于改进的扩展卡尔曼滤波(EKF)类型技术。 该方法使用离散时间模型,基于描述系统的一组非线性微分方程,其关于当前工作点线性化。 使用集成方法执行状态估计的时间更新。 通过使用矩阵指数技术实现的集成避免了近似数值积分技术的不准确性。 更新的状态估计和相应的协方差估计使用通用的时变系统模型来确保两个估计的稳定性。 其他改进包括使用QR因子分析进行时间和平方根协方差和卡尔曼增益矩阵的测量更新,以及使用模拟退火确保产生全局最优估计。
    • 24. 发明授权
    • Method for computer-aided design of a product or process
    • 产品或过程的计算机辅助设计方法
    • US5880959A
    • 1999-03-09
    • US977781
    • 1997-11-25
    • Sunil C. ShahPradeep Pandey
    • Sunil C. ShahPradeep Pandey
    • G05B17/02G06F17/50G06F19/00
    • G06F17/50G05B17/02
    • A method for computer-aided design. The method includes the steps of representing a computer-aided design activity as a design cycle and defining a goal of the design activity. The method also includes the steps of defining alternate design steps toward achieving the goal. According to one embodiment, the design activity is represented as a graph containing the alternate design steps. According to this embodiment, a cost metric is assigned for each of the alternate design steps that includes elements representing relative costs of taking each of a plurality of paths in the graph. Element values and bounds on the cost metric are the determined by searching the graph to project costs incurred upon execution of each of the alternate design steps to achieve the goal. The cost of achieving the goal is then optimized by selecting one of the alternate design steps associated with a smallest cost metric.
    • 一种计算机辅助设计方法。 该方法包括将计算机辅助设计活动表示为设计周期并定义设计活动的目标的步骤。 该方法还包括为实现目标定义替代设计步骤的步骤。 根据一个实施例,设计活动被表示为包含替代设计步骤的图。 根据该实施例,为每个备选设计步骤分配成本度量,所述替代设计步骤包括表示在图中取多个路径中的每个路径的相对成本的元素。 成本指标的元素值和边界是通过搜索图来确定在执行每个替代设计步骤以实现目标时产生的成本。 然后通过选择与最小成本度量相关联的备选设计步骤之一来优化实现目标的成本。