Novel spatiotemporal graph attention model for production prediction and energy structure optimization of propylene production processes
X Lin, Z Li, Y Han, Z Chen, Z Geng - Computers & Chemical Engineering, 2024 - Elsevier
Propylene is essential to the national economy. However, the propylene production process
data have complex spatiotemporal, nonlinear and dynamic features, and the consideration …
data have complex spatiotemporal, nonlinear and dynamic features, and the consideration …
Novel CNN-based transformer integrating Boruta algorithm for production prediction modeling and energy saving of industrial processes
Y Han, L Han, X Shi, J Li, X Huang, X Hu, C Chu… - Expert Systems with …, 2024 - Elsevier
Industrial process data collected by sensors have characteristics of high dimensionality, non-
linearity and dynamics. Consequently, the selection extraction is regarded as a critical part …
linearity and dynamics. Consequently, the selection extraction is regarded as a critical part …
Advanced exergy analysis of a trigeneration system after multi-objective optimization by GAMS software
S Ahmadi, MM Ghafurian, H Niazmand… - Journal of Thermal …, 2023 - Springer
Due to the increment of energy demand, the current requirement for optimum design of a
trigeneration system has become more imperative than ever. The present work deals with …
trigeneration system has become more imperative than ever. The present work deals with …
Advanced Process Control Strategy for a Condensate Stabilization Unit: Energy, Exergy, Economic, and Environmental (4E) Study
This study assesses the energy, exergy, economic, and environmental performance of a gas
stabilization unit by employing a new strategy to implement an advanced control system …
stabilization unit by employing a new strategy to implement an advanced control system …
Exergy and exergoeconomic analyses for integration of aromatics separation with aromatics upgrading
D Zhang, M Yang, X Feng - Frontiers of Chemical Science and …, 2023 - Springer
Methanol to aromatics produces multiple products, resulting in a limited selectivity of xylene.
Aromatics upgrading is an effective way to produce more valuable xylene product, and …
Aromatics upgrading is an effective way to produce more valuable xylene product, and …
Production Prediction Modeling of Industrial Processes for Energy Saving: A Novel Cnn-Based Transformer Integrating Boruta Algorithm
Z Geng, J Li, H Wu, J Fan, Y Han - Available at SSRN 4098417 - papers.ssrn.com
Industrial process data collected by sensors have characteristics of high dimensionality, non-
linearity and dynamics. Consequently, the selection extraction can reduce the dimension of …
linearity and dynamics. Consequently, the selection extraction can reduce the dimension of …