平行控制: 数据驱动的计算控制方法
王飞跃
Source Publication自动化学报
2013
Volume39Issue:4Pages:293-302
Abstract
本文简述平行控制的理念、概念及基本方法与应用, 主要强调虚实互动的平行扩展方式与同时计算的并行划分方式的不同之处. 平行控制方法是ACP 理论在控制领域中的具体应用, 其核心是利用人工系统进行建模和表示、通过计算实验进行分析和评估、最后借助平行执行实现对复杂系统的控制和管理. 这一控制方法是反馈控制, 特别是自适应控制方法向复杂系统问题扩展的自然结果, 是一种迈向数据驱动控制和计算控制的必然且有效途径.
Other Abstract
This paper introduces the concept, architecture, process and application of a new data-driven and computational control approach, called parallel control. The emphasis here is to illustrate the di®erence between the proposed system expansion scheme for parallel control through cyber-physical-social interaction and the traditional divide-and-conquer method for parallel computing through concurrent task execution. The theory of parallel control comes directly
from the ACP approach, where artificial systems are used for modeling and representation, computational experiments are utilized for analysis and evaluation, and parallel execution are conducted for control and management of complex systems.Parallel control can be considered as the extension of feedback control, especially adaptive control, for dealing with prob-lems involved with both engineering and social complexities. Case studies of this new control approach in transportation,production, and social management are presented and discussed.
Keyword平行控制 复杂系统 Parallel Control Acp 方法 Complex Systems 自适应控制 Acp Approach 计算控制 Adaptive Control 数据驱动 Computational Control Data-driven
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/14917
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Corresponding Author王飞跃
Recommended Citation
GB/T 7714
王飞跃. 平行控制: 数据驱动的计算控制方法[J]. 自动化学报,2013,39(4):293-302.
APA 王飞跃.(2013).平行控制: 数据驱动的计算控制方法.自动化学报,39(4),293-302.
MLA 王飞跃."平行控制: 数据驱动的计算控制方法".自动化学报 39.4(2013):293-302.
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