Control and Optimization of Multiscale Process Systems:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Boston u. a.
Birkhäuser
2009
|
| Edition: | 1. Ed. |
| Series: | Control Engineering
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 232 S. Ill., graph. Darst. 235 mm x 155 mm |
| ISBN: | 9780817647933 9780817647926 |
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| adam_text | CONTENTS LIST OF FIGURES IX LIST OF TABLES XVII PREFACE XIX 1
INTRODUCTION 1 1.1 MOTIVATION 1 1.2 AN EXAMPLE OF A MULTISCALE PROCESS:
THIN-FILM GROWTH 2 1.3 BACKGROUND ON CONTROL AND OPTIMIZATION OF
MULTISCALE PROCESS SYSTEMS 4 1.4 OBJECTIVES AND ORGANIZATION OF THE BOOK
7 2 MULTISCALE PROCESS MODELING AND SIMULATION 11 2.1 OVERVIEW OF
MULTISCALE MODELING 11 2.2 THIN-FILM GROWTH PROCESS 12 2.3 GAS-PHASE
MODEL 13 2.4 SURFACE MICROSTRUCTURE MODEL 14 2.4.1 POISSON PROCESSES AND
MASTER EQUATION 14 2.4.2 THEORETICAL FOUNDATION OF KINETIC MONTE CARLO
SIMULATION 16 2.4.3 KINETIC MONTE CARLO SIMULATION OF THIN-FILM GROWTH
18 3 CONTROL USING KINETIC MONTE CARLO MODELS 27 3.1 INTRODUCTION 27 3.2
REAL-TIME ESTIMATION 28 3.2.1 KINETIC MONTE CARLO SIMULATOR USING
MULTIPLE SMALL LATTICES 28 3.2.2 ADAPTIVE FILTERING AND MEASUREMENT
COMPENSATION 32 3.3 FEEDBACK CONTRO] DESIGN 34 3.3.1 AN
ESTIMATOR/CONTROLLER STRUCTURE 34 BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/988522454 DIGITALISIERT DURCH CONTENTS 3.3.2
MODEL-PREDICTIVE CONTROL 35 3.4 APPLICATION TO A THIN-FILM GROWTH
PROCESS 37 3.4.1 SISO CONTROL: SURFACE ROUGHNESS REGULATION 38 3.4.2
MIMO CONTROL: SURFACE ROUGHNESS AND GROWTH RATE REGULATION 43 3.5
APPLICATION TO A COMPLEX DEPOSITION PROCESS 57 3.5.1 PROCESS DESCRIPTION
57 3.5.2 OPEN-LOOP DYNAMICS 61 3.5.3 LOW-TEMPERATURE REGIME: PI CONTROL
DESIGN 65 3.5.4 HIGH-TEMPERATURE REGIME: MPC DESIGN 68 3.6 CONCLUSIONS
74 CONSTRUCTION OF STOCHASTIC PDES 75 4.1 INTRODUCTION 75 4.2
CONSTRUCTION OF 1D LINEAR STOCHASTIC PDES 76 4.2.1 1D LINEAR STOCHASTIC
PDE MODEL 76 4.2.2 EIGENVALUE PROBLEM OF THE LINEAR OPERATOR 77 4.2.3
ANALYTICAL SOLUTIONS FOR STATISTICAL MOMENTS 79 4.2.4 MODEL CONSTRUCTION
METHODOLOGY 81 4.2.5 APPLICATION TO A 1D THIN-FILM GROWTH PROCESS 81 4.3
CONSTRUCTION OF 2D LINEAR STOCHASTIC PDES 89 4.3.1 2D LINEAR STOCHASTIC
PDE MODEL 89 4.3.2 EIGENVALUE PROBLEM OF THE LINEAR OPERATOR 90 4.3.3
ANALYTICAL SOLUTIONS FOR STATISTICAL MOMENTS 91 4.3.4 MODEL CONSTRUCTION
METHODOLOGY 93 4.3.5 APPLICATION TO A 2D THIN-FILM GROWTH PROCESS 94 4.4
PARAMETER ESTIMATION FOR NONLINEAR STOCHASTIC PDES 103 4.4.1 EXAMPLE:
THE STOCHASTIC KURAMOTO-SIVASHINSKY EQUATION 103 4.4.2 MODEL REDUCTION
104 4.4.3 SYSTEM OF DETERMINISTIC ODES FOR STATE COVARIANCE 107 4.4.4
PARAMETER ESTIMATION 108 4.4.5 APPLICATION TO AN ION-SPUTTERING PROCESS
110 4. CONTENTS VII 5.3.3 ANALYSIS OF THE CLOSED-LOOP
INFINITE-DIMENSIONAL SYSTEM.. 138 5.3.4 APPLICATION TO A THIN-FILM
GROWTH PROCESS 140 5.4 NONLINEAR COVARIANCE CONTROL USING STOCHASTIC
PDES 144 5.4.1 MODEL REDUCTION 148 5.4.2 FEEDBACK CONTROL DESIGN 149
5.4.3 ANALYSIS OF THE CLOSED-LOOP INFINITE-DIMENSIONAL SYSTEM 150 5.4.4
APPLICATION TO THE STOCHASTIC KURAMOTO-SIVASHINSKY EQUATION 156 5.4.5
APPLICATION TO A KMC MODEL OF AN ION-SPUTTERING PROCESS 162 5.5
CONCLUSIONS 167 6 OPTIMIZATION OF MULTISCALE PROCESS SYSTEMS 169 6.1
INTRODUCTION 169 6.2 OPTIMIZATION PROBLEM FORMULATION 170 6.3 ORDER
REDUCTION OF DISSIPATIVE PDES 172 6.3.1 METHOD OF WEIGHTED RESIDUAIS 174
6.3.2 KARHUNEN-LOEVE EXPANSION 175 6.4 OPTIMIZATION OF MICROSCOPIC MODEL
USING TABULATION 178 6.4.1 PROBLEM FORMULATION 178 6.4.2 IN SITU
ADAPTIVE TABULATION 179 6.4.3 FDC DERIVATIVE ESTIMATION AND EOA 181 6.5
MULTISCALE OPTIMIZATION PROBLEM SOLUTION 184 6.5.1 SOLUTION ALGORITHM
184 6.6 APPLICATION TO THIN-FILM GROWTH 185 6.6.1 PROCESS MODELING AND
SIMULATION 185 6.6.2 TIME-CONSTANT PROCESS OPERATION: OPTIMIZATION
PROBLEM FORMULATION AND RESULTS 189 6.6.3 TIME-VARYING PROCESS
OPERATION: OPTIMIZATION PROBLEM FORMULATION AND RESULTS 194 6.7
CONCLUSIONS 200 7 DYNAMIC OPTIMIZATION OF MULTISCALE PROCESS SYSTEMS 203
7.
|
| adam_txt |
CONTENTS LIST OF FIGURES IX LIST OF TABLES XVII PREFACE XIX 1
INTRODUCTION 1 1.1 MOTIVATION 1 1.2 AN EXAMPLE OF A MULTISCALE PROCESS:
THIN-FILM GROWTH 2 1.3 BACKGROUND ON CONTROL AND OPTIMIZATION OF
MULTISCALE PROCESS SYSTEMS 4 1.4 OBJECTIVES AND ORGANIZATION OF THE BOOK
7 2 MULTISCALE PROCESS MODELING AND SIMULATION 11 2.1 OVERVIEW OF
MULTISCALE MODELING 11 2.2 THIN-FILM GROWTH PROCESS 12 2.3 GAS-PHASE
MODEL 13 2.4 SURFACE MICROSTRUCTURE MODEL 14 2.4.1 POISSON PROCESSES AND
MASTER EQUATION 14 2.4.2 THEORETICAL FOUNDATION OF KINETIC MONTE CARLO
SIMULATION 16 2.4.3 KINETIC MONTE CARLO SIMULATION OF THIN-FILM GROWTH
18 3 CONTROL USING KINETIC MONTE CARLO MODELS 27 3.1 INTRODUCTION 27 3.2
REAL-TIME ESTIMATION 28 3.2.1 KINETIC MONTE CARLO SIMULATOR USING
MULTIPLE SMALL LATTICES 28 3.2.2 ADAPTIVE FILTERING AND MEASUREMENT
COMPENSATION 32 3.3 FEEDBACK CONTRO] DESIGN 34 3.3.1 AN
ESTIMATOR/CONTROLLER STRUCTURE 34 BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/988522454 DIGITALISIERT DURCH CONTENTS 3.3.2
MODEL-PREDICTIVE CONTROL 35 3.4 APPLICATION TO A THIN-FILM GROWTH
PROCESS 37 3.4.1 SISO CONTROL: SURFACE ROUGHNESS REGULATION 38 3.4.2
MIMO CONTROL: SURFACE ROUGHNESS AND GROWTH RATE REGULATION 43 3.5
APPLICATION TO A COMPLEX DEPOSITION PROCESS 57 3.5.1 PROCESS DESCRIPTION
57 3.5.2 OPEN-LOOP DYNAMICS 61 3.5.3 LOW-TEMPERATURE REGIME: PI CONTROL
DESIGN 65 3.5.4 HIGH-TEMPERATURE REGIME: MPC DESIGN 68 3.6 CONCLUSIONS
74 CONSTRUCTION OF STOCHASTIC PDES 75 4.1 INTRODUCTION 75 4.2
CONSTRUCTION OF 1D LINEAR STOCHASTIC PDES 76 4.2.1 1D LINEAR STOCHASTIC
PDE MODEL 76 4.2.2 EIGENVALUE PROBLEM OF THE LINEAR OPERATOR 77 4.2.3
ANALYTICAL SOLUTIONS FOR STATISTICAL MOMENTS 79 4.2.4 MODEL CONSTRUCTION
METHODOLOGY 81 4.2.5 APPLICATION TO A 1D THIN-FILM GROWTH PROCESS 81 4.3
CONSTRUCTION OF 2D LINEAR STOCHASTIC PDES 89 4.3.1 2D LINEAR STOCHASTIC
PDE MODEL 89 4.3.2 EIGENVALUE PROBLEM OF THE LINEAR OPERATOR 90 4.3.3
ANALYTICAL SOLUTIONS FOR STATISTICAL MOMENTS 91 4.3.4 MODEL CONSTRUCTION
METHODOLOGY 93 4.3.5 APPLICATION TO A 2D THIN-FILM GROWTH PROCESS 94 4.4
PARAMETER ESTIMATION FOR NONLINEAR STOCHASTIC PDES 103 4.4.1 EXAMPLE:
THE STOCHASTIC KURAMOTO-SIVASHINSKY EQUATION 103 4.4.2 MODEL REDUCTION
104 4.4.3 SYSTEM OF DETERMINISTIC ODES FOR STATE COVARIANCE 107 4.4.4
PARAMETER ESTIMATION 108 4.4.5 APPLICATION TO AN ION-SPUTTERING PROCESS
110 4. CONTENTS VII 5.3.3 ANALYSIS OF THE CLOSED-LOOP
INFINITE-DIMENSIONAL SYSTEM. 138 5.3.4 APPLICATION TO A THIN-FILM
GROWTH PROCESS 140 5.4 NONLINEAR COVARIANCE CONTROL USING STOCHASTIC
PDES 144 5.4.1 MODEL REDUCTION 148 5.4.2 FEEDBACK CONTROL DESIGN 149
5.4.3 ANALYSIS OF THE CLOSED-LOOP INFINITE-DIMENSIONAL SYSTEM 150 5.4.4
APPLICATION TO THE STOCHASTIC KURAMOTO-SIVASHINSKY EQUATION 156 5.4.5
APPLICATION TO A KMC MODEL OF AN ION-SPUTTERING PROCESS 162 5.5
CONCLUSIONS 167 6 OPTIMIZATION OF MULTISCALE PROCESS SYSTEMS 169 6.1
INTRODUCTION 169 6.2 OPTIMIZATION PROBLEM FORMULATION 170 6.3 ORDER
REDUCTION OF DISSIPATIVE PDES 172 6.3.1 METHOD OF WEIGHTED RESIDUAIS 174
6.3.2 KARHUNEN-LOEVE EXPANSION 175 6.4 OPTIMIZATION OF MICROSCOPIC MODEL
USING TABULATION 178 6.4.1 PROBLEM FORMULATION 178 6.4.2 IN SITU
ADAPTIVE TABULATION 179 6.4.3 FDC DERIVATIVE ESTIMATION AND EOA 181 6.5
MULTISCALE OPTIMIZATION PROBLEM SOLUTION 184 6.5.1 SOLUTION ALGORITHM
184 6.6 APPLICATION TO THIN-FILM GROWTH 185 6.6.1 PROCESS MODELING AND
SIMULATION 185 6.6.2 TIME-CONSTANT PROCESS OPERATION: OPTIMIZATION
PROBLEM FORMULATION AND RESULTS 189 6.6.3 TIME-VARYING PROCESS
OPERATION: OPTIMIZATION PROBLEM FORMULATION AND RESULTS 194 6.7
CONCLUSIONS 200 7 DYNAMIC OPTIMIZATION OF MULTISCALE PROCESS SYSTEMS 203
7. |
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| illustrated | Illustrated |
| index_date | 2024-07-02T21:49:58Z |
| indexdate | 2024-07-09T21:20:37Z |
| institution | BVB |
| isbn | 9780817647933 9780817647926 |
| language | English |
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| spelling | Control and Optimization of Multiscale Process Systems Panagiotis D. Christofides ... 1. Ed. Boston u. a. Birkhäuser 2009 XX, 232 S. Ill., graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Control Engineering Chemical process control Chemical processes Control theory Systems engineering Verfahrenstechnik (DE-588)4062781-0 gnd rswk-swf Prozessoptimierung (DE-588)4176074-8 gnd rswk-swf Mehrskalenmodell (DE-588)7600619-0 gnd rswk-swf Mehrskalenmodell (DE-588)7600619-0 s Verfahrenstechnik (DE-588)4062781-0 s Prozessoptimierung (DE-588)4176074-8 s DE-604 Christofides, Panagiotis D. 1970- Sonstige (DE-588)122758390 oth DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016700494&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Control and Optimization of Multiscale Process Systems Chemical process control Chemical processes Control theory Systems engineering Verfahrenstechnik (DE-588)4062781-0 gnd Prozessoptimierung (DE-588)4176074-8 gnd Mehrskalenmodell (DE-588)7600619-0 gnd |
| subject_GND | (DE-588)4062781-0 (DE-588)4176074-8 (DE-588)7600619-0 |
| title | Control and Optimization of Multiscale Process Systems |
| title_auth | Control and Optimization of Multiscale Process Systems |
| title_exact_search | Control and Optimization of Multiscale Process Systems |
| title_exact_search_txtP | Control and Optimization of Multiscale Process Systems |
| title_full | Control and Optimization of Multiscale Process Systems Panagiotis D. Christofides ... |
| title_fullStr | Control and Optimization of Multiscale Process Systems Panagiotis D. Christofides ... |
| title_full_unstemmed | Control and Optimization of Multiscale Process Systems Panagiotis D. Christofides ... |
| title_short | Control and Optimization of Multiscale Process Systems |
| title_sort | control and optimization of multiscale process systems |
| topic | Chemical process control Chemical processes Control theory Systems engineering Verfahrenstechnik (DE-588)4062781-0 gnd Prozessoptimierung (DE-588)4176074-8 gnd Mehrskalenmodell (DE-588)7600619-0 gnd |
| topic_facet | Chemical process control Chemical processes Control theory Systems engineering Verfahrenstechnik Prozessoptimierung Mehrskalenmodell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016700494&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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