Mutual information of cylinder pressure and combustion phase estimation in spark ignition engines
Huanyu DI
Tielong SHEN
1.Department of Engineering and Applied Sciences, Sophia University, Tokyo 102-8554, Japan2.Department of Engineering and Applied Sciences, Sophia University, Tokyo 102-8554, Japan
摘要：For the study of internal combustion engines,combustion control is an important method to achieve high efficiency and low emissions.Currently,in-cylinder pressure sensor-based closed-loop control strategies have become the preferred solution.However,their productional application in automotive industries is limited due to the cost of intensive pressure acquisition for a whole cycle and the calculation load of combustion phase indicators.This paper proposes a method of combustion phase estimation for spark ignition (SI) engines.In this method,the combustion phase is estimated only based on pressure measurements at several crank angles.Information entropy and mutual information are introduced to analyze the feasibility and accuracy of the combustion phase estimation,which shows that the pressure measurements at selected points contain most of the information for the estimation.As a result,only pressure measurements at 3 points and ELM estimation models are required to obtain the combustion phase,instead of intensive data acquisition and calculation.
机标关键词：
论文发表日期：2020-02-05
在线出版日期：2025-08-15（本平台首次上网日期，不代表文献的发表时间）
页数：9( 34-42 )
英文信息