数据驱动控制系统（Data-Driven Control System, DDCS）是一种以系统输入输出数据为基础设计控制器的方法...
数据驱动的控制理论及方法是指控制器设计不显含受控过程的数学模型信息，仅利用受控系统的在线/离线输入输...
Explore how you can design, simulate, and implement data-driven control techniques using MATLAB and Simulink.
A method comprises determining respective aperiodic intervals for each of a plurality of sensors to obtain performance measurements of one or more subsystems; predicting performance values of the one or more subsystems based on historical data; outputting the predicted performance values in real-time ...
From the series:Data-Driven Control Brian Douglas Learn about the constraints of your system and how you can enforce those constraints so the system does not violate them. In safety-critical applications, constraint enforcement ensures that any control action taken does not result in th...
As increasingly more shop-floor data becomes available, the performance of a production system can be improved by developing effective data-driven control methods that utilize this information. We focus on the following research questions: how can the decision to produce or not to produce at any ...
A data-driven configurability evaluation method for spacecraft control systems Data-drivenautonomous reconfigurationspacecraft control systemTo release severe constraints of spacecraft on orbit resources (in-cluding computing resources, ... H Xu,F Fu - 《Mathematical Foundations of Computing》 被引量:...
Notes on Data-driven System Approaches 随着云计算的迅猛发展,越来越多的企业和个人把数据外包到位于公有云的数据库系统上管理.然而,数据安全和隐私保护方面的顾虑已经成为阻碍用户更广泛采用云计算和云数据... JX Xu,ZS Hou - 自动化学报 被引量: 0发表: 2009年 故障预测与健康管理(PHM)的方法综述 将其总结...
control problem is reformulated based on the ROM, which can be transformed to solve the Hamilton–Jacobi–Isaacs (HJI) equation, theoretically. To learn the solution of the HJI equation from real system data, a data-driven off-policy learning approach is proposed based on the simultaneous policy...
For p = n, the latter condition can be used to assess the classic controllability of a network system from data. Data-driven minimum-energy control By letting Q = 0 and R = I in Eq. (4), we recover a data-driven expression for the T-step minimum-energy control to reach...