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Publication search results
found 34 matches
- 2021
- Piyush Agarwal, Melih Tamer, Hector M. Budman:
Explainability: Relevance based dynamic deep learning algorithm for fault detection and diagnosis in chemical processes. Comput. Chem. Eng. 154: 107467 (2021) - Shoeb Moon Ali, Shang-Wei Hwang, Chuei-Tin Chang, Jo-Shu Chang:
An Effective Numerical Procedure for Evaluating Flexibility Indices of Dynamic Systems with Piecewise Constant Manipulated Variables. Comput. Chem. Eng. 154: 107464 (2021) - Firas Alrashed, Umer Zahid:
Comparative analysis of conventional steam methane reforming and PdAu membrane reactor for the hydrogen production. Comput. Chem. Eng. 154: 107497 (2021) - Athanasios Antonakoudis, Benjamin Strain, Rodrigo Barbosa, Ioscani Jimenez del Val, Cleo Kontoravdi:
Synergising stoichiometric modelling with artificial neural networks to predict antibody glycosylation patterns in Chinese hamster ovary cells. Comput. Chem. Eng. 154: 107471 (2021) - Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon:
Deep reinforcement learning control of hydraulic fracturing. Comput. Chem. Eng. 154: 107489 (2021) - Katrin Baumgärtner, Jonathan Frey, Reza Hashemi, Moritz Diehl:
Zero-order moving horizon estimation for large-scale nonlinear processes. Comput. Chem. Eng. 154: 107433 (2021) - Julien de Beer, Cal Depew:
The role of process engineering in the digital transformation. Comput. Chem. Eng. 154: 107423 (2021) - José Antonio Caballero, Juan Javaloyes-Anton, Juan A. Reyes-Labarta:
Structural considerations in zeotropic distillation sequences with multiple feeds. Comput. Chem. Eng. 154: 107475 (2021) - Cristian Cardenas, Abderrazak M. Latifi, Cécile Vallières, Stéphanie Marsteau, Léa Sigot:
Analysis of an industrial adsorption process based on ammonia chemisorption: Modeling and simulation. Comput. Chem. Eng. 154: 107474 (2021) - Andres Carranza-Abaid, Jana P. Jakobsen:
A computationally efficient formulation of the governing equations for unit operation design. Comput. Chem. Eng. 154: 107500 (2021) - Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian:
AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. 154: 107470 (2021) - Hêris Golpîra, Ahvan Javanmardan:
Decentralized Decision System for Closed-Loop Supply Chain: A Bi-Level Multi-Objective Risk-Based Robust Optimization Approach. Comput. Chem. Eng. 154: 107472 (2021) - Zdenek Grof, Frantisek Stepánek:
Artificial intelligence based design of 3D-printed tablets for personalised medicine. Comput. Chem. Eng. 154: 107492 (2021) - Xin He, Chi-Hwa Wang, Christine A. Shoemaker:
Multi-objective optimization of an integrated biomass waste fixed-bed gasification system for power and biochar co-production. Comput. Chem. Eng. 154: 107457 (2021) - Nadja Hvala, Jus Kocijan:
Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant. Comput. Chem. Eng. 154: 107493 (2021) - Jong Woo Kim, Byung Jun Park, Tae Hoon Oh, Jong Min Lee:
Model-based reinforcement learning and predictive control for two-stage optimal control of fed-batch bioreactor. Comput. Chem. Eng. 154: 107465 (2021) - Christian Klanke, Vassilios Yfantis, Francesc Corominas, Sebastian Engell:
Short-term scheduling of make-and-pack processes in the consumer goods industry using discrete-time and precedence-based MILP models. Comput. Chem. Eng. 154: 107453 (2021) - Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen:
Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data. Comput. Chem. Eng. 154: 107466 (2021) - Pavlos Kotidis, Iosif Pappas, Styliani Avraamidou, Efstratios N. Pistikopoulos, Cleo Kontoravdi, Maria M. Papathanasiou:
DigiGlyc: A hybrid tool for reactive scheduling in cell culture systems. Comput. Chem. Eng. 154: 107460 (2021) - Hye Ji Lee, Jaehan Bae, Dong Hwi Jeong, Jong Min Lee:
Real-time synchronization with expected distribution of synchronized index for on-line monitoring of uneven multiphase batch process. Comput. Chem. Eng. 154: 107490 (2021) - Jingxiang Liu, Jie Hou, Junghui Chen:
Dual-layer feature extraction based soft sensor methods and applications to industrial polyethylene processes. Comput. Chem. Eng. 154: 107469 (2021) - Qiugang Lu, Leonardo D. González, Ranjeet Kumar, Victor M. Zavala:
Bayesian optimization with reference models: A case study in MPC for HVAC central plants. Comput. Chem. Eng. 154: 107491 (2021) - T. Sang Nguyen, C. K. Tan, N. Ha Hoang, Mohamed Azlan Hussain, Dominique Bonvin:
A perturbed Port-Hamiltonian approach for the stabilization of homogeneous reaction systems via the control of vessel extents. Comput. Chem. Eng. 154: 107458 (2021) - Elton Pan, Panagiotis Petsagkourakis, Max Mowbray, Dongda Zhang, Ehecatl Antonio del Rio-Chanona:
Constrained model-free reinforcement learning for process optimization. Comput. Chem. Eng. 154: 107462 (2021) - Hector Alejandro Pedrozo, Sabrina Belen Rodriguez Reartes, David E. Bernal, Aldo R. Vecchietti, María Soledad Díaz, Ignacio E. Grossmann:
Hybrid model generation for superstructure optimization with Generalized Disjunctive Programming. Comput. Chem. Eng. 154: 107473 (2021) - Vamsi Krishna Puli, Rahul Raveendran, Biao Huang:
Complex probabilistic slow feature extraction with applications in process data analytics. Comput. Chem. Eng. 154: 107456 (2021) - Long Qi, Hui Liu, Qian Xiong, Zongxin Chen:
Just-in-time-learning based prediction model of BOF endpoint carbon content and temperature via vMF mixture model and weighted extreme learning machine. Comput. Chem. Eng. 154: 107488 (2021) - Andrew John Radcliffe, Gintaras V. Reklaitis:
Bayesian hierarchical modeling for online process monitoring and quality control, with application to real time image data. Comput. Chem. Eng. 154: 107446 (2021) - Rubén Santiago, Cristian Moya, Elisa Hernández, Andu-Vlad Cojocaru, Pablo Navarro, José Palomar:
Extending the ability of cyclic carbonates for extracting BTEX to challenging low aromatic content naphtha: the designer solvent role at process scale. Comput. Chem. Eng. 154: 107468 (2021) - Alexander D. Smith, Victor M. Zavala:
The Euler characteristic: A general topological descriptor for complex data. Comput. Chem. Eng. 154: 107463 (2021)
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