3 papers
eess.SY2023
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…
eess.SY2023
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…
eess.SY2022
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…