Filter Design for System Modeling, State Estimation and Fault Diagnosis

ISBN-13: 9781032355139 / Angielski / Miękka / 2022 / 248 str.

Zhicheng Ji

Opis

This book analyzes the latest methods in the design of filters for system modeling, state estimation and fault detection with the intention of providing a new perspective of both theoretical and practical aspects.

Spis treści

1. Introduction 2. Parameter estimation algorithm based on zonotope-ellipsoid double filtering 3. State estimation based on zonotope 4. State estimation based on convex spacial structure 5. Fault diagnosis based on interval 6. Fault diagnosis method based on zonotopic Kalman filtering 7. Summary