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Design of experiments in chemical engineering [[electronic resource] ] : a practical guide / / Živorad R. Lazić
| Design of experiments in chemical engineering [[electronic resource] ] : a practical guide / / Živorad R. Lazić |
| Autore | Lazić Živorad R |
| Pubbl/distr/stampa | Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 |
| Descrizione fisica | 1 online resource (622 p.) |
| Disciplina | 660 |
| Soggetto topico |
Chemical engineering - Experiments
Chemical engineering - Research |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-51988-6
9786610519880 3-527-60416-2 3-527-60459-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Design of Experiments in Chemical Engineering; Contents; Preface; I Introduction to Statistics for Engineers; 1.1 The Simplest Discrete and Continuous Distributions; 1.1.1 Discrete Distributions; 1.1.2 Continuous Distribution; 1.1.3 Normal Distributions; 1.2 Statistical Inference; 1.2.1 Statistical Hypotheses; 1.3 Statistical Estimation; 1.3.1 Point Estimates; 1.3.2 Interval Estimates; 1.3.3 Control Charts; 1.3.4 Control of Type II error-β; 1.3.5 Sequential Tests; 1.4 Tests and Estimates on Statistical Variance; 1.5 Analysis of Variance; 1.6 Regression analysis; 1.6.1 Simple Linear Regression
1.6.2 Multiple Regression1.6.3 Polynomial Regression; 1.6.4 Nonlinear Regression; 1.7 Correlation Analysis; 1.7.1 Correlation in Linear Regression; 1.7.2 Correlation in Multiple Linear Regression; II Design and Analysis of Experiments; 2.0 Introduction to Design of Experiments (DOE); 2.1 Preliminary Examination of Subject of Research; 2.1.1 Defining Research Problem; 2.1.2 Selection of the Responses; 2.1.3 Selection of Factors, Levels and Basic Level; 2.1.4 Measuring Errors of Factors and Responses; 2.2 Screening Experiments; 2.2.1 Preliminary Ranking of the Factors 2.2.2 Active Screening Experiment-Method of Random Balance2.2.3 Active Screening Experiment Plackett-Burman Designs; 2.2.3 Completely Randomized Block Design; 2.2.4 Latin Squares; 2.2.5 Graeco-Latin Square; 2.2.6 Youdens Squares; 2.3 Basic Experiment-Mathematical Modeling; 2.3.1 Full Factorial Experiments and Fractional Factorial Experiments; 2.3.2 Second-order Rotatable Design (Box-Wilson Design); 2.3.3 Orthogonal Second-order Design (Box-Benken Design); 2.3.4 D-optimality, B(k)-designs and Hartley's Second-order Designs; 2.3.5 Conclusion after Obtaining Second-order Model 2.4 Statistical Analysis2.4.1 Determination of Experimental Error; 2.4.2 Significance of the Regression Coefficients; 2.4.3 Lack of Fit of Regression Models; 2.5 Experimental Optimization of Research Subject; 2.5.1 Problem of Optimization; 2.5.2 Gradient Optimization Methods; 2.5.3 Nongradient Methods of Optimization; 2.5.4 Simplex Sum Rotatable Design; 2.6 Canonical Analysis of the Response surface; 2.7 Examples of Complex Optimizations; III Mixture Design "Composition-Property"; 3.1 Screening Design "Composition-Property"; 3.1.1 Simplex Lattice Screening Designs 3.1.2 Extreme Vertices Screening Designs3.2 Simplex Lattice Design; 3.3 Scheffe Simplex Lattice Design; 3.4 Simplex Centroid Design; 3.5 Extreme Vertices Designs; 3.6 D-optimal Designs; 3.7 Draper-Lawrence Design; 3.8 Factorial Experiments with Mixture; 3.9 Full Factorial Combined with Mixture Design-Crossed Design; Appendix; A.1 Answers to Selected Problems; A.2 Tables of Statistical Functions; Index |
| Record Nr. | UNINA-9910143963803321 |
Lazić Živorad R
|
||
| Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Design of experiments in chemical engineering [[electronic resource] ] : a practical guide / / Živorad R. Lazić
| Design of experiments in chemical engineering [[electronic resource] ] : a practical guide / / Živorad R. Lazić |
| Autore | Lazić Živorad R |
| Pubbl/distr/stampa | Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 |
| Descrizione fisica | 1 online resource (622 p.) |
| Disciplina | 660 |
| Soggetto topico |
Chemical engineering - Experiments
Chemical engineering - Research |
| ISBN |
1-280-51988-6
9786610519880 3-527-60416-2 3-527-60459-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Design of Experiments in Chemical Engineering; Contents; Preface; I Introduction to Statistics for Engineers; 1.1 The Simplest Discrete and Continuous Distributions; 1.1.1 Discrete Distributions; 1.1.2 Continuous Distribution; 1.1.3 Normal Distributions; 1.2 Statistical Inference; 1.2.1 Statistical Hypotheses; 1.3 Statistical Estimation; 1.3.1 Point Estimates; 1.3.2 Interval Estimates; 1.3.3 Control Charts; 1.3.4 Control of Type II error-β; 1.3.5 Sequential Tests; 1.4 Tests and Estimates on Statistical Variance; 1.5 Analysis of Variance; 1.6 Regression analysis; 1.6.1 Simple Linear Regression
1.6.2 Multiple Regression1.6.3 Polynomial Regression; 1.6.4 Nonlinear Regression; 1.7 Correlation Analysis; 1.7.1 Correlation in Linear Regression; 1.7.2 Correlation in Multiple Linear Regression; II Design and Analysis of Experiments; 2.0 Introduction to Design of Experiments (DOE); 2.1 Preliminary Examination of Subject of Research; 2.1.1 Defining Research Problem; 2.1.2 Selection of the Responses; 2.1.3 Selection of Factors, Levels and Basic Level; 2.1.4 Measuring Errors of Factors and Responses; 2.2 Screening Experiments; 2.2.1 Preliminary Ranking of the Factors 2.2.2 Active Screening Experiment-Method of Random Balance2.2.3 Active Screening Experiment Plackett-Burman Designs; 2.2.3 Completely Randomized Block Design; 2.2.4 Latin Squares; 2.2.5 Graeco-Latin Square; 2.2.6 Youdens Squares; 2.3 Basic Experiment-Mathematical Modeling; 2.3.1 Full Factorial Experiments and Fractional Factorial Experiments; 2.3.2 Second-order Rotatable Design (Box-Wilson Design); 2.3.3 Orthogonal Second-order Design (Box-Benken Design); 2.3.4 D-optimality, B(k)-designs and Hartley's Second-order Designs; 2.3.5 Conclusion after Obtaining Second-order Model 2.4 Statistical Analysis2.4.1 Determination of Experimental Error; 2.4.2 Significance of the Regression Coefficients; 2.4.3 Lack of Fit of Regression Models; 2.5 Experimental Optimization of Research Subject; 2.5.1 Problem of Optimization; 2.5.2 Gradient Optimization Methods; 2.5.3 Nongradient Methods of Optimization; 2.5.4 Simplex Sum Rotatable Design; 2.6 Canonical Analysis of the Response surface; 2.7 Examples of Complex Optimizations; III Mixture Design "Composition-Property"; 3.1 Screening Design "Composition-Property"; 3.1.1 Simplex Lattice Screening Designs 3.1.2 Extreme Vertices Screening Designs3.2 Simplex Lattice Design; 3.3 Scheffe Simplex Lattice Design; 3.4 Simplex Centroid Design; 3.5 Extreme Vertices Designs; 3.6 D-optimal Designs; 3.7 Draper-Lawrence Design; 3.8 Factorial Experiments with Mixture; 3.9 Full Factorial Combined with Mixture Design-Crossed Design; Appendix; A.1 Answers to Selected Problems; A.2 Tables of Statistical Functions; Index |
| Record Nr. | UNINA-9910831089803321 |
|
Lazić Živorad R
|
||
| Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Design of experiments in chemical engineering : a practical guide / / Zivorad R. Lazic
| Design of experiments in chemical engineering : a practical guide / / Zivorad R. Lazic |
| Autore | Lazić Živorad R |
| Pubbl/distr/stampa | Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 |
| Descrizione fisica | 1 online resource (622 p.) |
| Disciplina | 660 |
| Soggetto topico |
Chemical engineering - Experiments
Chemical engineering - Research |
| ISBN |
9786610519880
9781280519888 1280519886 9783527604166 3527604162 9783527604593 3527604596 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Design of Experiments in Chemical Engineering; Contents; Preface; I Introduction to Statistics for Engineers; 1.1 The Simplest Discrete and Continuous Distributions; 1.1.1 Discrete Distributions; 1.1.2 Continuous Distribution; 1.1.3 Normal Distributions; 1.2 Statistical Inference; 1.2.1 Statistical Hypotheses; 1.3 Statistical Estimation; 1.3.1 Point Estimates; 1.3.2 Interval Estimates; 1.3.3 Control Charts; 1.3.4 Control of Type II error-β; 1.3.5 Sequential Tests; 1.4 Tests and Estimates on Statistical Variance; 1.5 Analysis of Variance; 1.6 Regression analysis; 1.6.1 Simple Linear Regression
1.6.2 Multiple Regression1.6.3 Polynomial Regression; 1.6.4 Nonlinear Regression; 1.7 Correlation Analysis; 1.7.1 Correlation in Linear Regression; 1.7.2 Correlation in Multiple Linear Regression; II Design and Analysis of Experiments; 2.0 Introduction to Design of Experiments (DOE); 2.1 Preliminary Examination of Subject of Research; 2.1.1 Defining Research Problem; 2.1.2 Selection of the Responses; 2.1.3 Selection of Factors, Levels and Basic Level; 2.1.4 Measuring Errors of Factors and Responses; 2.2 Screening Experiments; 2.2.1 Preliminary Ranking of the Factors 2.2.2 Active Screening Experiment-Method of Random Balance2.2.3 Active Screening Experiment Plackett-Burman Designs; 2.2.3 Completely Randomized Block Design; 2.2.4 Latin Squares; 2.2.5 Graeco-Latin Square; 2.2.6 Youdens Squares; 2.3 Basic Experiment-Mathematical Modeling; 2.3.1 Full Factorial Experiments and Fractional Factorial Experiments; 2.3.2 Second-order Rotatable Design (Box-Wilson Design); 2.3.3 Orthogonal Second-order Design (Box-Benken Design); 2.3.4 D-optimality, B(k)-designs and Hartley's Second-order Designs; 2.3.5 Conclusion after Obtaining Second-order Model 2.4 Statistical Analysis2.4.1 Determination of Experimental Error; 2.4.2 Significance of the Regression Coefficients; 2.4.3 Lack of Fit of Regression Models; 2.5 Experimental Optimization of Research Subject; 2.5.1 Problem of Optimization; 2.5.2 Gradient Optimization Methods; 2.5.3 Nongradient Methods of Optimization; 2.5.4 Simplex Sum Rotatable Design; 2.6 Canonical Analysis of the Response surface; 2.7 Examples of Complex Optimizations; III Mixture Design "Composition-Property"; 3.1 Screening Design "Composition-Property"; 3.1.1 Simplex Lattice Screening Designs 3.1.2 Extreme Vertices Screening Designs3.2 Simplex Lattice Design; 3.3 Scheffe Simplex Lattice Design; 3.4 Simplex Centroid Design; 3.5 Extreme Vertices Designs; 3.6 D-optimal Designs; 3.7 Draper-Lawrence Design; 3.8 Factorial Experiments with Mixture; 3.9 Full Factorial Combined with Mixture Design-Crossed Design; Appendix; A.1 Answers to Selected Problems; A.2 Tables of Statistical Functions; Index |
| Record Nr. | UNINA-9911020368003321 |
|
Lazić Živorad R
|
||
| Weinheim ; ; [Great Britain], : Wiley-VCH, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
