个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:控制科学与工程学院院长
性别:男
毕业院校:哈尔滨工业大学
学位:博士
所在单位:控制科学与工程学院
学科:控制理论与控制工程
办公地点:海山楼A625
电子邮箱:wuyuhu@dlut.edu.cn
Stochastic Knock Control with Beta Distribution Learning for Gasoline Engines
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论文类型:会议论文
发表时间:2018-01-01
发表刊物:IFAC PAPERSONLINE
收录刊物:CPCI-S
卷号:51
期号:31
页面范围:125-130
关键字:SI Engine; Statistic Control; Knock; Beta Distribution; Bayes' rule; Likelihood
摘要:Knock phenomenon as a stochastic process requires feedback control for its relation to engine efficiency, noise and cylinder damage. In this paper, a knock probability estimation method using Bayes' updating rule and beta distribution is proposed based on the independent and identically distributed (iid) characteristic analysis of the knock event sequence. A stochastic control algorithm using the estimation method and likelihood ratio test is also proposed. The proposed control algorithm is validated on a production spark ignition engine and shows the ability to maintain knock probability close to the target. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.