Partition-based distributed extended Kalman filter for large-scale nonlinear processes with application to chemical and wastewater treatment processes

• المؤلفون الرئيسيون: Li, Xiaojie, Law, Adrian Wing-Keung, Yin, Xunyuan
• مؤلفون آخرون: School of Chemistry, Chemical Engineering and Biotechnology
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering::Chemical engineering; Distributed State Estimation; Extended Kalman Filter
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173350

In this article, we address a partition-based distributed state estimation problem for large-scale general nonlinear processes by proposing a Kalman-based approach. First, we formulate a linear full-information estimation design within a distributed framework as the basis for developing our approach...