29 results on '"Mahalec, Vladimir"'
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2. Semi-supervised learning for predicting multivariate attributes of process units from small labeled and large unlabeled data sets with application to detect properties of crude feed distillation unit
3. Selecting model features that lead to linear models of bi-product distillation towers
4. Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids
5. Data-driven models of crude distillation units for production planning and for operations monitoring
6. Three pathways towards elimination of CO2 emissions from industrial plants that use hydrocarbon fuels
7. Linear hybrid models of distillation towers
8. Anomaly detection methods for infrequent failures in resistive steel welding
9. Integrated design and operation of energy systems for residential buildings, commercial buildings, and light industries
10. Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model
11. Greenhouse gas emissions reduction by cross-sector integration of energy systems: Optimal sizing of integrated entities
12. Integration of energy systems for buildings and light industrial plants
13. Refinery production planning optimization under crude oil quality uncertainty
14. Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks
15. Urban community energy systems design under uncertainty for specified levels of carbon dioxide emissions
16. Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning
17. Optimal design, operation and analytical criteria for determining optimal operating modes of a CCHP with fired HRSG, boiler, electric chiller and absorption chiller
18. Globally optimal dynamic real time optimization without model mismatch between optimization and control layer
19. Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting
20. Global Optimization of Nonlinear Blend-Scheduling Problems
21. Globally optimal nonlinear model predictive control based on multi-parametric disaggregation
22. Inference in hybrid Bayesian networks with large discrete and continuous domains
23. Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models
24. Improved continuous-time model for gasoline blend scheduling
25. Planning and scheduling of steel plates production. Part I: Estimation of production times via hybrid Bayesian networks for large domain of discrete variables
26. Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes
27. Heat exchanger network simulation, data reconciliation & optimization
28. Inferential monitoring and optimization of crude separation units via hybrid models
29. Procedures for the initial design of chemical processing systems
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