A sensitivity-based approach to optimal sensor selection for complex processes

• Main Authors: Liu, Siyu, Yin, Xunyuan, Pan, Zhichao, Liu, Jinfeng
• 其他作者: School of Chemical and Biomedical Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Chemical engineering; Degree of Observability; Sensitivity Analysis
• 在線閱讀: https://hdl.handle.net/10356/170631
• 機構: Nanyang Technological University

Sensor selection is critical for state estimation, control and monitoring of nonlinear processes. However, it is impractical to evaluate the performance of all the combinations of the potentially available sensors using exhaustive search unless the sensor set is small. In this paper, we present a se...