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Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications

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Main Authors: Azuwir, Mohd Nor, Mohd Zaki, Ab. Muin, Prof. Dr., Abdul Hamid, Adom, Prof. Madya Dr.
Other Authors: azuwir@unimap.edu.my
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2011
Subjects:
Dynamic linear models
Automotive palm bio-diesel engine
Real-time data
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/14813
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spelling my.unimap-148132011-10-23T13:45:22Z Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications Azuwir, Mohd Nor Mohd Zaki, Ab. Muin, Prof. Dr. Abdul Hamid, Adom, Prof. Madya Dr. azuwir@unimap.edu.my zakimuin@unimap.edu.my abdhamid@unimap.edu.my Dynamic linear models Automotive palm bio-diesel engine Real-time data Link to publisher's homepage at http://ieeexplore.ieee.org/ This paper describes the black-box modeling of automotive palm bio-diesel engine based on real-time data. The models derived are for the development of real-time self tuning speed controller purposes. Assuming a discrete time form for the system model, an Autoregressive eXogenous (ARX) model structure was selected in this work. Real-time data obtained using a computer-based data acquisition system from a 2.0L automotive diesel engine test-bed unit were used for modeling. A Pseudo-Random Binary Sequence (PRBS) with maximum lengths sequence of 31 has been used as the input signal to determine the dynamic model of automotive palm diesel engine at low, medium and high speed range (around 1300, 2150 and 3250 rpm). The input and output signals were interfaced to the plant via Matlab programming. A recursive estimation algorithm, Recursive Least Squares (RLS) method, was used to estimate of the parameters of the models. Finally, model validation test was done by plotting the output predicted by the model and comparing it with the measured output. 2011-10-23T13:45:22Z 2011-10-23T13:45:22Z 2011-04-19 Working Paper 978-1-4577-0005-7 http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5775522 http://hdl.handle.net/123456789/14813 en Proceedings of the 4th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2011) Institute of Electrical and Electronics Engineers (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Dynamic linear models
Automotive palm bio-diesel engine
Real-time data
spellingShingle Dynamic linear models
Automotive palm bio-diesel engine
Real-time data
Azuwir, Mohd Nor
Mohd Zaki, Ab. Muin, Prof. Dr.
Abdul Hamid, Adom, Prof. Madya Dr.
Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 azuwir@unimap.edu.my
author_facet azuwir@unimap.edu.my
Azuwir, Mohd Nor
Mohd Zaki, Ab. Muin, Prof. Dr.
Abdul Hamid, Adom, Prof. Madya Dr.
format Working Paper
author Azuwir, Mohd Nor
Mohd Zaki, Ab. Muin, Prof. Dr.
Abdul Hamid, Adom, Prof. Madya Dr.
author_sort Azuwir, Mohd Nor
title Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
title_short Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
title_full Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
title_fullStr Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
title_full_unstemmed Identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
title_sort identification of dynamic linear models of automotive palm bio-diesel engine for real-time speed control applications
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/14813
_version_ 1643790968076369920
score 13.211869

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