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

• المؤلفون الرئيسيون: Liu, Siyu, Yin, Xunyuan, Pan, Zhichao, Liu, Jinfeng
• مؤلفون آخرون: School of Chemical and Biomedical Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Chemical engineering; Degree of Observability; Sensitivity Analysis
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170631

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...