Extracting cylinder individual combustion data from a high precision torque sensor

Hans Aulin*, Per Tunestal, Thomas Johansson, Bengt Johansson

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

Abstract

A high precision torque sensor is used for extracting combustion timing information from cylinder individual pressure estimates constructed from the torque measurements. A combination of physics-based and data driven modeling is used where the physical part of the model is based on equations describing contributions of inertial and gas forces while the flexing of the crankshaft, which has rather complex dynamics, is modeled using the data driven approach. The first part of the study shows the derivation of the models and how well the torque at the sensor position can be estimated from the pressures in the four cylinders. The second part demonstrates how it is possible to reconstruct cylinder individual torque and pressure by inverting the pressure to torque model. Going from measured torque to pressure in each cylinder is not trivial since the inverted model is ill conditioned around top dead centre which causes large errors where the precision is the most needed. A parameterized combustion model is therefore introduced to improve the signal to noise ratio in the estimated parameters. The proposed method for detecting combustion demonstrated good results with a coefficient of determination of 0.95 against "true" combustion phasing.

Original languageEnglish (US)
Title of host publicationASME 2010 Internal Combustion Engine Division Fall Technical Conference, ICEF2010
Pages619-625
Number of pages7
DOIs
StatePublished - Dec 1 2010
EventASME 2010 Internal Combustion Engine Division Fall Technical Conference, ICEF2010 - San Antonio, TX, United States
Duration: Sep 12 2010Sep 15 2010

Publication series

NameAmerican Society of Mechanical Engineers, Internal Combustion Engine Division (Publication) ICE
ISSN (Print)1066-5048

Other

OtherASME 2010 Internal Combustion Engine Division Fall Technical Conference, ICEF2010
CountryUnited States
CitySan Antonio, TX
Period09/12/1009/15/10

ASJC Scopus subject areas

  • Mechanical Engineering
  • Automotive Engineering

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