34 results on '"Romagnoli, Jose A."'
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2. FASTMAN-JMP: All-in-one Tool for Data Mining and Model Building
3. Combining Predictive Models and Reinforcement Learning for Tailored Molecule Generation
4. Deep Learning Based Soft Sensor and Its Application on a Pyrolysis Reactor for Compositions Predictions of Gas Phase Components
5. Comprehensive Investment Framework for Optimal Exploitation of Liquid-Rich Unconventional Reservoirs and Natural Gas Distribution
6. Data-Driven Process Monitoring for Knowledge Discovery: Local and Global Structures
7. A Demethanizer column Digital twin with non-conventional LSTM neural networks arrangement
8. Machine Learning-Based Surrogate Models and Transfer Learning for Derivative Free Optimization of HTPEM Fuel Cells
9. A Modeling Framework for Optimal Design of Renewable Energy Processes Under Market Uncertainty
10. Real-Time Chemical Process Monitoring with UMAP
11. A Deep Learning Approach on Surrogate Model Optimization of a Cryogenic NGL Recovery Unit Operation
12. Control Strategies for Natural Gas Liquids Recovery Plants
13. Chapter 1 An integrated framework based on data driven techniques for process supervision
14. Model-based optimization for operational policies in seeded cooling crystallization
15. A framework for modeling particle size effects in emulsion polymerization systems using computational fluid dynamics linked to a detailed population balance model
16. Simultaneous dynamic validation/identification of mechanistic process models and reconciliation of industrial process data
17. Wavelet-based nonlinear multivariate statistical process control
18. Process design and operation
19. Hybrid modelling: architecture for the solution of complex process systems
20. A Robust Strategy for Joint Data Reconciliation and Parameter Estimation
21. Chapter B4 Process design and operation Incorporating environmental, profitability, heat integration and controllability considerations
22. A modelling environment for the advanced operation of crystallisation processes
23. Real-Time Nonlinear State Estimation in Polymerization Reactors for Smart Manufacturing
24. Modelling and optimisation of a high density fermentation process using multi-linear models: An application to a bench scale bioreactor
25. The Application of Reservoir Simulation to the Optimization of Shale Gas Supply Chain Design and its Water Management Structure
26. Use of gap metric for model selection in multi-model based control design: An experimental case study of pH control
27. Development of Shale Gas Supply Chain Network under Market Uncertainties
28. Extracting knowledge from historical databases for process monitoring using feature extraction and data clustering
29. On the Prediction and Shaping of the PSD in Crystallization Operations
30. A Multi-Resolution Multi-Scale Computational Approach for Characterization and Analysis of Nanostructured Surfaces
31. A Performance Study of Dynamic RTO Applied to a Large-Scale Industrial Continuous Pulping Process
32. On the Topological Analysis of Industrial Process Data Using the SOM
33. A Theoretical Nucleation Study of the Combined Effect of Seeding and Temperature Profile in Cooling Crystallization
34. A Novel Approach for the Prediction of PSD in Antisolvent Mediated Crystallization
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