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Applied AI Techniques in the Process Industry : From Molecular Design to Process Design and Optimization
| Applied AI Techniques in the Process Industry : From Molecular Design to Process Design and Optimization |
| Autore | He Chang |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Newark : , : John Wiley & Sons, Incorporated, , 2025 |
| Descrizione fisica | 1 online resource (336 pages) |
| Disciplina | 670.28563 |
| Altri autori (Persone) | RenJingzheng |
| Soggetto topico |
Artificial intelligence - Industrial applications
Chemical engineering - Data processing |
| ISBN |
9783527845491
3527845496 9783527845477 352784547X 9783527845484 3527845488 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cover -- Title Page -- Copyright -- Contents -- Preface -- Chapter 1 AI for Property Modeling, Solvent Tailoring, and Process Design -- 1.1 AI‐Assisted Property Modeling -- 1.2 AI‐assisted Solvent Tailoring -- 1.3 AI‐Assisted Process Design -- 1.4 Conclusions -- References -- Chapter 2 Hunting for Better Aromatic Chemicals with AI Techniques -- 2.1 Introduction -- 2.2 Machine Learning‐Based Odor Prediction Models -- 2.2.1 Odor Predictions for Pure Aromatic Chemicals Using Group‐Based Machine Learning Method -- 2.2.1.1 Database Preparation -- 2.2.1.2 Molecular Representation -- 2.2.1.3 Model Architecture -- 2.2.1.4 Results and Discussions -- 2.2.2 Odor Prediction for Mixture Aromatic Chemicals Using σ‐Profiles‐Based Machine Learning Method -- 2.2.2.1 Database Preparation -- 2.2.2.2 Molecular Representation -- 2.2.2.3 Model Architecture -- 2.2.2.4 Results and Discussions -- 2.3 Computer‐Aided Aroma Design (CAAD) Framework -- 2.3.1 CAAD for Pure Aromatic Chemicals -- 2.3.1.1 Identify Product Attributes -- 2.3.1.2 Convert Product Attributes to Properties and Their Constraints -- 2.3.1.3 Choose Property Prediction Model for Estimating Properties -- 2.3.1.4 Formulate MILP/MINLP Model |
| Record Nr. | UNINA-9911020153603321 |
He Chang
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| Newark : , : John Wiley & Sons, Incorporated, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Chemical engineering primer with computer applications / / Hussein K. Abdel-Aal
| Chemical engineering primer with computer applications / / Hussein K. Abdel-Aal |
| Autore | Abdel-Aal Hussein K. |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2017] |
| Descrizione fisica | 1 online resource (287 pages) : illustrations (some color) |
| Disciplina | 660 |
| Soggetto topico | Chemical engineering - Data processing |
| ISBN |
1-315-35304-0
1-315-38243-1 1-4987-3058-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section I. An insight into chemical engineering -- Section II. Fundamentals and problem-solving profile -- Section III. Backbone materials. |
| Record Nr. | UNINA-9910136077703321 |
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Abdel-Aal Hussein K.
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| Boca Raton : , : CRC Press, , [2017] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computers & chemical engineering [[e-journal]]
| Computers & chemical engineering [[e-journal]] |
| Pubbl/distr/stampa | [Oxford], : Pergamon Press, 1977- |
| Soggetto topico | Chemical engineering - Data processing |
| Soggetto genere / forma | Periodicals. |
| ISSN | 1873-4375 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Computers and chemical engineering
CACE |
| Record Nr. | UNISA-996215590203316 |
| [Oxford], : Pergamon Press, 1977- | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Computers & chemical engineering
| Computers & chemical engineering |
| Pubbl/distr/stampa | [Oxford], : Pergamon Press, 1977- |
| Soggetto topico |
Chemical engineering - Data processing
Chemical engineering - Data processing - Periodicals Génie chimique - Informatique - Périodiques Génie chimique - Informatique |
| Soggetto genere / forma | Periodicals. |
| ISSN | 1873-4375 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Computers and chemical engineering
CACE |
| Record Nr. | UNINA-9910144508803321 |
| [Oxford], : Pergamon Press, 1977- | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Digital Chemical Engineering
| Digital Chemical Engineering |
| Pubbl/distr/stampa | [Amsterdam] : , : Elsevier Ltd., , 2021- |
| Soggetto topico |
Chemical engineering - Data processing
Chemical engineering - Mathematical models Digital computer simulation Génie chimique - Informatique Génie chimique - Modèles mathématiques Simulation par ordinateur |
| Soggetto genere / forma | Periodicals. |
| ISSN | 2772-5081 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910495751903321 |
| [Amsterdam] : , : Elsevier Ltd., , 2021- | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Introduction to chemical engineering computing / / Bruce A. Finlayson
| Introduction to chemical engineering computing / / Bruce A. Finlayson |
| Autore | Finlayson Bruce A. |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2014 |
| Descrizione fisica | 1 online resource (404 p.) |
| Disciplina | 660.0285 |
| Soggetto topico | Chemical engineering - Data processing |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-88837-5
1-118-88850-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
INTRODUCTION TO CHEMICAL ENGINEERING COMPUTING; Contents; Preface; How to use This Book in Teaching; What is New?; Acknowledgments; 1 Introduction; Organization; Algebraic Equations; Process Simulation; Differential Equations; Appendices; 2 Equations of State; Equations of State-Mathematical Formulation; Solving Equations of State Using Excel (Single Equation in One Unknown); Solution Using "Goal Seek"; Solution Using "Solver"; Example of a Chemical Engineering Problem Solved Using "Goal Seek"; Solving Equations of State Using MATLAB (Single Equation in One Unknown)
Example of a Chemical Engineering Problem Solved Using MATLABAnother Example of a Chemical Engineering Problem Solved Using MATLAB; Equations of State With Aspen Plus; Example Using Aspen Plus; Specific Volume of a Mixture; Chapter Summary; Problems; Numerical Problems; 3 Vapor-Liquid Equilibria; Flash and Phase Separation; Isothermal Flash-Development of Equations; Example Using Excel; Thermodynamic Parameters; Example Using MATLAB; Example Using Aspen Plus; Nonideal Liquids-Test of Thermodynamic Model; Nist Thermo Data Engine in Aspen Plus; Chapter Summary; Problems; Numerical Problems 4 Chemical Reaction EquilibriaChemical Equilibrium Expression; Example of Hydrogen for Fuel Cells; Solution Using Excel; Solution Using MATLAB; Chemical Reaction Equilibria with Two or More Equations; Multiple Equations, Few Unknowns Using MATLAB; Chemical Reaction Equilibria Using Aspen Plus; Chapter Summary; Problems; Numerical Problems; 5 Mass Balances with Recycle Streams; Mathematical Formulation; Example Without Recycle; Example with Recycle; Comparison of Sequential and Simultaneous Solution Methods; Example of Process Simulation Using Excel for Simple Mass Balances Example of Process Simulation Using Aspen Plus for Simple Mass BalancesExample of Process Simulation with Excel Including Chemical Reaction Equilibria; Did the Iterations Converge?; Extensions; Chapter Summary; Class Exercises; Class Discussion (After Viewing Problem 5.10 on the Book Website); Problems; 6 Thermodynamics and Simulation of Mass Transfer Equipment; Thermodynamics; Guidelines for Choosing; Properties Environment | Home | Methods Selection Assistant; Thermodynamic Models; Example: Multicomponent Distillation with Shortcut Methods Multicomponent Distillation with Rigorous Plate-to-Plate MethodsExample: Packed Bed Absorption; Example: Gas Plant Product Separation; Example: Water Gas Shift Equilibrium Reactor with Sensitivity Block and Design Specification Block; Chapter Summary; Class Exercise; Problems (Using Aspen Plus); 7 Process Simulation; Model Library; Example: Ammonia Process; Development of the Model; Solution of the Model; Examination of Results; Testing the Thermodynamic Model; Utility Costs; Greenhouse Gas Emissions; Convergence Hints; Optimization; Integrated Gasification Combined Cycle Cellulose to Ethanol |
| Record Nr. | UNINA-9910453262103321 |
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Finlayson Bruce A.
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| Hoboken, New Jersey : , : Wiley, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Introduction to chemical engineering computing / / Bruce A. Finlayson
| Introduction to chemical engineering computing / / Bruce A. Finlayson |
| Autore | Finlayson Bruce A. |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2014 |
| Descrizione fisica | 1 online resource (404 pages) : illustrations |
| Disciplina | 660.0285 |
| Soggetto topico | Chemical engineering - Data processing |
| ISBN |
9781118888377
1118888375 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910795976703321 |
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Finlayson Bruce A.
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||
| Hoboken, New Jersey : , : Wiley, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Introduction to chemical engineering computing / / Bruce A. Finlayson
| Introduction to chemical engineering computing / / Bruce A. Finlayson |
| Autore | Finlayson Bruce A. |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2014 |
| Descrizione fisica | 1 online resource (404 pages) : illustrations |
| Disciplina | 660.0285 |
| Soggetto topico | Chemical engineering - Data processing |
| ISBN |
9781118888377
1118888375 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910809006303321 |
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Finlayson Bruce A.
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||
| Hoboken, New Jersey : , : Wiley, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Introduction to chemical engineering computing / / Bruce A. Finlayson
| Introduction to chemical engineering computing / / Bruce A. Finlayson |
| Autore | Finlayson Bruce A. |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley Interscience, , 2006 |
| Descrizione fisica | 1 online resource (357 p.) |
| Disciplina |
660.0285
660/.0285 |
| Soggetto topico | Chemical engineering - Data processing |
| ISBN |
1-280-34359-1
9786610343591 0-470-30916-4 0-471-77668-8 0-471-77667-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
INTRODUCTION TO CHEMICAL ENGINEERING COMPUTING; CONTENTS; Preface; 1 Introduction; Organization; Algebraic Equations; Process Simulation; Differential Equations; Appendices; 2 Equations of State; Equations of State - Mathematical Formulation; Solving Equations of State Using Excel (single equation in one unknown); Solution Using 'Goal Seek'; Solution Using Solver; Example of a Chemical Engineering Problem Solved Using 'Goal Seek'; Solving Equations of State Using MATLAB (single equation in one unknown); Example of a Chemical Engineering Problem Solved Using MATLAB
Another Example of a Chemical Engineering Problem Solved Using MATLABEquations of State with Aspen Plus; Example; Specific Volume of a Mixture; Chapter Summary; Problems; 3 Vapor-Liquid Equilibrium; Flash and Phase Separation; Isothermal Flash - Development of Equations; Example Using Excel; Thermodynamic Parameters; Example Using MATLAB; Example Using Aspen Plus; Nonideal Liquids - Test of Thermodynamic Model; Chapter Summary; Problems; 4 Chemical Reaction Equilibrium; Chemical Equilibrium Expression; Example of Hydrogen for Fuel Cells; Solution Using Excel; Solution Using MATLAB® Chemical Equilibria with Two or More EquationsMultiple Equations, Few Unknowns Using MATLAB; Method 1 Using the 'fsolve' Command; Method 2 Using the 'fminsearch' Function; Variations in MATLAB; Chemical Equilibria Using Aspen Plus; Chapter Summary; Problems; 5 Mass Balances With Recycle Streams; Mathematical Formulation; Example Without Recycle; Example With Recycle; Comparison of Sequential and Simultaneous Solution Methods; Example of Process Simulation Using Excel for Simple Mass Balances; Example of Process Simulation With Excel Including Chemical Reaction Equilibrium Example of Process Simulation With Excel Including Phase EquilibriumDid Iterations Converge?; Extensions; Chapter Summary; Class Exercises; Class Discussion; Problems; 6 Simulation of Mass Transfer Equipment; Thermodynamics; Example: Multicomponent Distillation With Shortcut Methods; Mathematical Development; Multicomponent Distillation With Rigorous Plate-to-Plate Methods; Example: Packed Bed Absorption; Example: Gas Plant Production Separation; Chapter Summary; Class Exercise; Problems (Using Aspen Plus); 7 Process Simulation; Model Library; Example: Ammonia Process; Utility Costs Convergence HintsOptimization; Chapter Summary; Class Exercise; Problems; 8 Chemical Reactors; Mathematical Formulation of Reactor Problems; Example: Plug Flow Reactor and Batch Reactor; Example: Continuous Stirred Tank Reactor; Using MATLAB to Solve Ordinary Differential Equations; Simple Example; Use of the 'Global' Command; Passing Parameters; Example: Isothermal Plug Flow Reactor; Example: Nonisothermal Plug Flow Reactor; Using FEMLAB to Solve Ordinary Differential Equations; Simple Example; Example: Isothermal Plug Flow Reactor; Example: Nonisothermal Plug Flow Reactor Reactor Problems with Mole Changes and Variable Density |
| Record Nr. | UNISA-996202346703316 |
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Finlayson Bruce A.
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| Hoboken, New Jersey : , : Wiley Interscience, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Machine learning tools for chemical engineering : methodologies and applications / / Francisco Javier López-Flores, Rogelio Ochoa-Barragán, Alma Yunuen Raya-Tapia, César Ramírez-Márquez, José Maria Ponce-Ortega
| Machine learning tools for chemical engineering : methodologies and applications / / Francisco Javier López-Flores, Rogelio Ochoa-Barragán, Alma Yunuen Raya-Tapia, César Ramírez-Márquez, José Maria Ponce-Ortega |
| Autore | López-Flores Francisco Javier |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Elsevier Science [Imprint] |
| Descrizione fisica | 1 online resource (630 pages) |
| Disciplina | 660.0285631 |
| Soggetto topico |
Chemical engineering - Data processing
Machine learning - Industrial applications Génie chimique - Informatique Apprentissage automatique - Applications industrielles |
| ISBN | 0-443-29059-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911044026503321 |
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López-Flores Francisco Javier
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| Elsevier Science [Imprint] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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