On Line Working Neural Estimator of SI Engines Operational Parameters

2000-01-1247

03/06/2000

Event
SAE 2000 World Congress
Authors Abstract
Content
In this paper the evaluation of the suitability of the Artificial Neural Networks for setting up simulation modules for “analytical redundancy” was further carried out. The performance of the ANN modules was enhanced, by taking into account the engine dynamics for the simulation of fast engine transients and obtaining satisfactory results.
Working toward actual on board application in Fault Diagnosis systems, some ANN modules were implemented in an on-line system which acquires signals from an engine mounted on a test bench and compares in real time the experimental values with the estimated ones. In this way, it was possible to perform long duration tests of ANN's behaviour, substantially confirming the results of the conventional off-line analysis.
Meta TagsDetails
DOI
https://doi.org/10.4271/2000-01-1247
Pages
11
Citation
Grimaldi, C., and Mariani, F., "On Line Working Neural Estimator of SI Engines Operational Parameters," SAE Technical Paper 2000-01-1247, 2000, https://doi.org/10.4271/2000-01-1247.
Additional Details
Publisher
Published
Mar 6, 2000
Product Code
2000-01-1247
Content Type
Technical Paper
Language
English