数据驱动系统方法概述

摘要：

In this paperwe present several considerations centered around the data-driven system approaches. We briefly explore three main issues: the evolving relationship between off -line and on-line data processing methods, the complementary relationship between the data-driven and model-based methods, and the perspectives of data-driven system approaches. Instead of offering solutions to data-driven system problems, which is impossible at the present levelof knowledge and research, in this article we aim at categorizing and classifying open problems, exploring possible directions that may offer alternatives or potentials for the four key fields of interests:control,decision making, scheduling,and fault diagnosis。

关键词： 数据驱动系统 数据控制 在线数据处理 故障诊断

作者: 许建新 侯忠生

会议类型: 国内会议

会议名称: 第33期双清论坛——基于数据的控制、决策、调度与故障诊断

会议地点: 北京

会议语种:中文

页码: 668-675

在线出版日期: 2008-11-06（万方平台首次上网日期，不代表论文的发表时间）