کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
724090 892361 2007 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
PARAMETER IDENTIFICATION TO ENFORCE PRACTICAL OBSERVABILITY OF NONLINEAR SYSTEMS
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
PARAMETER IDENTIFICATION TO ENFORCE PRACTICAL OBSERVABILITY OF NONLINEAR SYSTEMS
چکیده انگلیسی

The sensitivity of measurements to unmeasured state variables strongly affects the rate of convergence of a state estimator. To overcome potential observability problems, the approach has been to identify the model parameters so as to reach a compromise between model accuracy and system observability. An objective function that weighs the relative importance of these two objectives has been proposed in the literature. However, this scheme relies on an extensive heuristic search to select the weighting coefficients. This paper proposes an objective function that is the product of measures of these two objectives, thus alleviating the need for the trial-and-error selection of the weighting coefficient. The proposed identification procedure is evaluated using both simulated and experimental data, and with different observer structures.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC Proceedings Volumes - Volume 40, Issue 4, 2007, Pages 225–230
نویسندگان
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