contributor author | R. Ben Mrad | |
contributor author | E. Farag | |
contributor author | Graduate Student Research Assistant | |
date accessioned | 2017-05-09T00:07:03Z | |
date available | 2017-05-09T00:07:03Z | |
date copyright | September, 2002 | |
date issued | 2002 | |
identifier issn | 0022-0434 | |
identifier other | JDSMAA-26305#464_1.pdf | |
identifier uri | http://yetl.yabesh.ir/yetl/handle/yetl/126506 | |
description abstract | A method that uses input/output measurements is developed for the estimation of the coefficients of stochastic Time-varying AutoRegressive Moving Average with eXogeneous imputs (TARMAX) models. The TARMAX coefficients are expressed as linear combinations of a set of pre-selected functions. The model coefficients estimation method is fully based on linear operations, does not require initial guess values and is suitable for micro-computer implementation. The good performance of the estimation method is verified through numerical examples. A TARMAX model is also used to capture the dynamics of a detailed highly nonlinear model of an automobile hydraulic active suspension system. The TARMAX model is used to relate a desired force provided by a corner processor to the actual force generated by the hydraulic actuator. The TARMAX model is shown to provide good signal prediction ability. | |
publisher | The American Society of Mechanical Engineers (ASME) | |
title | Identification of Armax Models With Time Dependent Coefficients | |
type | Journal Paper | |
journal volume | 124 | |
journal issue | 3 | |
journal title | Journal of Dynamic Systems, Measurement, and Control | |
identifier doi | 10.1115/1.1485097 | |
journal fristpage | 464 | |
journal lastpage | 467 | |
identifier eissn | 1528-9028 | |
keywords | Dynamics (Mechanics) | |
keywords | Force | |
keywords | Measurement | |
keywords | Suspension systems | |
keywords | Actuators | |
keywords | Algorithms | |
keywords | Computers | |
keywords | Automobiles | |
keywords | Functions | |
keywords | Polynomials | |
keywords | Signals | |
keywords | Errors AND Corners (Structural elements) | |
tree | Journal of Dynamic Systems, Measurement, and Control:;2002:;volume( 124 ):;issue: 003 | |
contenttype | Fulltext | |