摘要
随着人们生活水平的提高,空调成为家居工作必不可少的一部分.传统空调PID控制技术仍被广泛应用,但其存在参数控制不精确、突变性、滞后性等问题,如何精确地控制空调参数,提高空调控制系统的性能成为空调控制领域研究的热点.针对这些问题,本文基于模糊推理提出了一种空调智能控制机制,通过对参数模糊化、规则库构建、模糊推理等步骤实现空调的模糊控制.实验证明了本方法的可行性,并进一步验证了在处理非精确问题方面与PID相比具有较大优势.系统实现部分给出了空调智能控制的具体交互过程.
With the improvement of people’s living standards, air conditioning has become an essential part of work and life. The traditional PID control technology for air conditioning is still widely used, but it is exposed to problems such as inaccurate parameter control, sudden change, and hysteresis. The research on how to accurately control air-conditioning parameters and improve the performance of air-conditioning control systems has become popular in the field of airconditioning control. In response to these problems, this study proposes an air-conditioning intelligent control mechanism based on fuzzy inference, which realizes the fuzzy control of air conditioning through several steps including parameter fuzzification, rule base construction, and fuzzy inference. The experiment proves the feasibility of this method and further verifies its advantages compared with PID in dealing with problems other than accuracy. The system realization part offers the concrete interactive process of air-conditioning intelligent control.
作者
安鹏
闫伟
张亮
AN Peng;YAN Wei;ZHANG Liang(School of Information Science and Engineering,Shandong Normal University,Jinan 250358,China;Institute of Frontier and Interdisciplinary Science,Shandong University,Qingdao 266237,China)
出处
《计算机系统应用》
2022年第2期120-128,共9页
Computer Systems & Applications
基金
国家自然科学基金(62002207,62072290,12075142)
山东省自然科学基金(ZR2020MA102)。
关键词
模糊推理
模糊规则
空调智能控制
PID算法
fuzzy inference
fuzzy rules
air conditioning intelligent control
PID algorithm
作者简介
通信作者:闫伟,E-mail:wyaninsa@foxmail.com。
