Author : Yiran Hu
Publisher :
ISBN 13 :
Total Pages : 205 pages
Book Rating : 4.:/5 (682 download)
Book Synopsis Identification and State Estimation for Linear Parameter Varying Systems with Application to Battery Management System Design by : Yiran Hu
Download or read book Identification and State Estimation for Linear Parameter Varying Systems with Application to Battery Management System Design written by Yiran Hu and published by . This book was released on 2010 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tools developed for LPV systems are then applied to solve the problems of model identification and state of charge (SoC) estimation for battery cells. The model identification problem is tackled using both identification schemes so that differences in performance and effectiveness between the methods can be compared and contrasted. A SoC estimator based on LPV system state estimation techniques is then designed using the model identified. Because parametric uncertainty is inherent in the estimator designed, the stability and performance of the estimator is analyzed using the notion of input to state stability. Experimental data is then used to illustrate the efficacy of this method. The goal of these applications is to show the relevance of the LPV structure and techniques to problems in battery management system design, so that research will be done to solve other problems in this area under the same framework.