2 citations · 2 across the 5 of their papers we have counts for
5 papers
State estimation of a carbon capture process through POD model reduction and neural network approximation
Siyu Liu, Xunyuan Yin, Jinfeng Liu
This paper presents an efficient approach for state estimation of post-combustion CO2 capture plants (PCCPs) by using reduced-order neural network models. The method involves extra…
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness
Siyu Liu, Xunyuan Yin, Jinfeng Liu
State estimation is crucial for the monitoring and control of post-combustion CO2 capture plants (PCCPs). The performance of state estimation is highly reliant on the configuration…
Advisory Tool for Managing Failure Cascades in Systems with Wind Power
Siyu Liu, Marija Ilic
This paper concerns the resilience of systems with wind power upon wind reduction by evaluating the potential of corrective actions, such as generation and load dispatch, on minimi…
Towards Statistical Methods for Minimizing Effects of Failure Cascades
Siyu Liu, Marija Ilic
This paper concerns the potential of corrective actions, such as generation and load dispatch on minimizing the effects of transmission line failures in electric power systems. Thr…
A sensitivity-based approach to optimal sensor selection for process networks
Siyu Liu, Xunyuan Yin, Zhichao Pan +1
Sensor selection is critical for state estimation, control and monitoring of nonlinear processes. However, evaluating the performance of each possible combination of out of …