Optimal management strategy for salt adsorption capacity in machine learning-based flow-electrode capacitive deionization process
Flow-electrode capacitive deionization (FCDI) has created a breakthrough toward a more
stable desalination performance by adopting a flow-electrode compared to existing …
stable desalination performance by adopting a flow-electrode compared to existing …
Optimizing coagulant dosage using deep learning models with large-scale data
Water treatment plants are facing challenges that necessitate transition to automated
processes using advanced technologies. This study introduces a novel approach to optimize …
processes using advanced technologies. This study introduces a novel approach to optimize …
Autonomous real-time control for membrane capacitive deionization
Artificial intelligence has been employed to simulate and optimize the performance of
membrane capacitive deionization (MCDI), an emerging ion separation process. However, a …
membrane capacitive deionization (MCDI), an emerging ion separation process. However, a …
Multimodal deep learning models incorporating the adsorption characteristics of the adsorbent for estimating the permeate flux in dynamic membranes
Dynamic membranes (DMs) can improve the overall efficiency and performance of water-
treatment processes. However, DM modeling studies are limited by the constraint of …
treatment processes. However, DM modeling studies are limited by the constraint of …
Development of AI-based process controller of sour water treatment unit using deep reinforcement learning
H Wang, Y Guo, L Li, S Li - Journal of the Taiwan Institute of Chemical …, 2024 - Elsevier
Background Due to the variability in the feedstock conditions and the nonlinearity of the sour
water stripping process, determining the optimal operating conditions for Sour Water …
water stripping process, determining the optimal operating conditions for Sour Water …
Deep Learning-Aided Autonomous Materials Discovery
김현승 - 2023 - s-space.snu.ac.kr
As the discovery of bronze marked the end of the Stone Age, the advancement of human
civilization is closely related to the discovery of better materials. Modern materials discovery …
civilization is closely related to the discovery of better materials. Modern materials discovery …