粒计算在自动控制领域的应用研究

Research on the Application of Granular Computing in the Field of Automatic Control

粒计算作为人类对复杂问题求解的一种认知模式,是当前人工智能信息处理领域中一种新的概念和计算范式,目前已经在各工程取得了重要的进展,显现出重大的应用价值。基于此,简要介绍了粒计算的概念、结构、根本问题。然后对粒计算在自动控制工程领域中的自动化煤矿、清洁能源利用、水利数据处理方面剖析了目前的研究现状和应用成果。面对粒计算研究的机遇和挑战,将来国内外会有更多学者加入到粒计算研究的领域,粒计算必然会对工程领域的发展起到重要作用。

Granular computing,as a cognitive model for solving complex problems,is a new concept and computing paradigm in the field of artificial intelligence information processing.It has made significant progress in various engineering fields and has shown significant application value.This article briefly introduces the concept,structure,and fundamental issues of granular computing.Then it analyzes the current research status and application results of granular computing in automatic control engineering,such as automatic coal mine,clean energy utilization and water conservancy data processing.Faced with the opportunities and challenges of granular computing research,more scholars both domestically and internationally will join the field of granular computing research in the future.Granular computing will inevitably play an important role in the development of the engineering field.