Verfügbarkeit: Batch fermentation

Batch fermentation: modeling, monitoring, and control

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Bibliographische Detailangaben
Hauptverfasser:	Cinar, Ali (VerfasserIn), Parulekar, Satish J. (VerfasserIn), Ündey, Cenk (VerfasserIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	New York, NY [u.a.] Dekker 2003
Schriftenreihe:	Chemical industries 93
Schlagworte:	Fermentation Batchreaktor
Online-Zugang:	Inhaltsverzeichnis
Beschreibung:	XXXI, 606 S. graph. Darst.
ISBN:	0824740343

Internformat

MARC


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Datensatz im Suchindex

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adam_text	IMAGE 1 PREFACE P. V NOMENCLATURE P. XV INTRODUCTION P. 1 CHARACTERISTICS OF BATCH PROCESSES P. 4 FOCUS AREAS OF THE BOOK P. 6 BATCH PROCESS MODELING P. 7 PROCESS MONITORING P. 11 PROCESS CONTROL P. 12 FAULT DIAGNOSIS P. 13 PENICILLIN FERMENTATION P. 13 OUTLINE OF THE BOOK P. 15 KINETICS AND PROCESS MODELS P. 21 INTRODUCTION AND BACKGROUND P. 21 MATHEMATICAL REPRESENTATION OF BIOREACTOR OPERATION P. 23 BIOREACTOR OPERATION MODES P. 24 BATCH OPERATION P. 25 FED-BATCH OPERATION P. 26 CONTINUOUS OPERATION P. 26 CONSERVATION EQUATIONS FOR A SINGLE BIOREACTOR P. 27 CONSERVATION EQUATIONS FOR THE GAS PHASE P. 28 CONSERVATION EQUATIONS FOR CELL CULTURE P. 30 UNSTRUCTURED KINETIC MODELS P. 33 RATE EXPRESSIONS FOR CELL GROWTH P. 34 RATE EXPRESSIONS FOR NUTRIENT UPTAKE P. 37 RATE EXPRESSIONS FOR METABOLITE PRODUCTION P. 37 MISCELLANEOUS REMARKS P. 39 STRUCTURED KINETIC MODELS P. 39 MORPHOLOGICALLY STRUCTURED MODELS P. 40 CHEMICALLY STRUCTURED MODELS P. 43 CHEMICALLY AND MORPHOLOGICALLY STRUCTURED MODELS P. 44 GENETICALLY STRUCTURED MODELS P. 47 CASE STUDIES P. 49 AN UNSTRUCTURED MODEL FOR PENICILLIN PRODUCTION P. 49 A STRUCTURED MODEL FOR PENICILLIN PRODUCTION P. 58 EXPERIMENTAL DATA COLLECTION AND PRETREATMENT P. 67 SENSORS P. 68 COMPUTER-BASED DATA ACQUISITION P. 71 STATISTICAL DESIGN OF EXPERIMENTS P. 73 FACTORIAL DESIGN P. 75 FRACTIONAL FACTORIAL DESIGN P. 83 ANALYSIS OF DATA FROM SCREENING EXPERIMENTS P. 86 IMAGE 2 DATA PRETREATMENT: OUTLIERS AND DATA RECONCILIATION P. 89 DATA RECONCILIATION P. 90 OUTLIER DETECTION P. 92 DATA PRETREATMENT: SIGNAL NOISE REDUCTION P. 99 SIGNAL NOISE REDUCTION USING STATISTICAL TECHNIQUES P. 100 WAVELETS AND SIGNAL NOISE REDUCTION P. 103 THEORETICAL CONFIRMATION/STOICHIOMETRY AND ENERGETICS OF GROWTH P. 110 STOICHIOMETRIC BALANCES P. 110 THERMODYNAMICS OF CELLULAR GROWTH P. 112 METHODS FOR LINEAR DATA-BASED MODEL DEVELOPMENT P. 119 PRINCIPAL COMPONENTS ANALYSIS P. 121 MULTIVARIABLE REGRESSION TECHNIQUES P. 125 STEPWISE REGRESSION P. 127 RIDGE REGRESSION P. 127 PRINCIPAL COMPONENTS REGRESSION P. 128 PARTIAL LEAST SQUARES P. 129 INPUT-OUTPUT MODELING OF DYNAMIC PROCESSES P. 131 TIME SERIES MODELS P. 131 STATE-SPACE MODELS P. 135 STATE ESTIMATORS P. 142 BATCH MODELING WITH LOCAL MODEL SYSTEMS P. 152 FUNCTIONAL DATA ANALYSIS P. 158 MULTIVARIATE STATISTICAL PARADIGMS FOR BATCH PROCESS MODELING P. 164 MULTIWAY PRINCIPAL COMPONENT ANALYSIS-MPCA P. 164 MULTIWAY PARTIAL LEAST SQUARES-MPLS P. 165 MULTIBLOCK PLS AND PCA METHODS FOR MODELING COMPLEX PROCESSES P. 168 MULTIVARIATE COVARIATES REGRESSION P. 173 OTHER THREE-WAY TECHNIQUES P. 174 ARTIFICIAL NEURAL NETWORKS P. 175 STRUCTURES OF ANNS P. 177 ANN APPLICATIONS IN FERMENTATION INDUSTRY P. 183 EXTENSIONS OF LINEAR MODELING TECHNIQUES TO NONLINEAR MODEL DEVELOPMENT P. 185 NONLINEAR INPUT-OUTPUT MODELS IN TIME SERIES MODELING LITERATURE P. 185 NONLINEAR PLS MODELS P. 192 SYSTEM SCIENCE METHODS FOR NONLINEAR MODEL DEVELOPMENT P. 195 DETERMINISTIC SYSTEMS AND CHAOS P. 196 NONLINEAR TIME SERIES ANALYSIS P. 215 STATE-SPACE RECONSTRUCTION P. 215 NONLINEAR NOISE FILTERING P. 222 SYSTEM CLASSIFICATION P. 227 MODEL DEVELOPMENT P. 228 IMAGE 3 SOFTWARE RESOURCES P. 239 STATISTICAL PROCESS MONITORING P. 243 SPM BASED ON UNIVARIATE TECHNIQUES P. 245 SHEWHART CONTROL CHARTS P. 246 CUMULATIVE SUM (CUSUM) CHARTS P. 255 MOVING AVERAGE CONTROL CHARTS FOR INDIVIDUAL MEASUREMENTS P. 257 EXPONENTIALLY WEIGHTED MOVING-AVERAGE CHART P. 260 SPM OF CONTINUOUS PROCESSES WITH MULTIVARIATE STATISTICAL TECHNIQUES P. 261 SPM OF CONTINUOUS PROCESSES WITH PCA P. 264 SPM OF CONTINUOUS PROCESSES WITH PLS P. 264 DATA LENGTH EQUALIZATION AND DETERMINATION OF PHASE LANDMARKS IN BATCH FERMENTATION P. 269 INDICATOR VARIABLE TECHNIQUE P. 271 DYNAMIC TIME WARPING P. 277 CURVE REGISTRATION P. 303 MULTIVARIABLE BATCH PROCESSES P. 315 REFERENCE DATABASE OF NORMAL PROCESS OPERATION P. 316 MULTIVARIATE CHARTS FOR SPM P. 318 MULTIWAY PCA-BASED SPM FOR POSTMORTEM ANALYSIS P. 326 MULTIWAY PLS-BASED SPM FOR POSTMORTEM ANALYSIS P. 331 MULTIWAY MULTIBLOCK METHODS P. 339 MULTISCALE SPM TECHNIQUES BASED ON WAVELETS P. 346 ON-LINE MONITORING OF BATCH/FED-BATCH FERMENTATION PROCESSES P. 352 MSPM USING ESTIMATES OF TRAJECTORIES P. 353 ADAPTIVE HIERARCHICAL PCA P. 360 ONLINE MSPM AND QUALITY PREDICTION BY PRESERVING VARIABLE DIRECTION P. 366 KALMAN FILTERS FOR ESTIMATION OF FINAL PRODUCT QUALITY P. 377 MONITORING OF SUCCESSIVE BATCH RUNS P. 378 PROCESS CONTROL P. 383 INTRODUCTION P. 383 OPEN-LOOP (OPTIMAL) CONTROL P. 387 NONLINEAR MODELS OF BIOREACTOR DYNAMICS P. 387 BACKGROUND ON OPTIMAL CONTROL THEORY P. 388 SINGULAR CONTROL P. 391 OPTIMAL CONTROL P. 392 CASE STUDY - FEEDING POLICY IN SINGLE-CYCLE AND REPEATED FED-BATCH OPERATIONS P. 393 FORCED PERIODIC OPERATIONS P. 406 PRELIMINARIES ON THE [PI]-CRITERION P. 407 CASE STUDY - FORCED PERIODIC OPERATIONS P. 413 FEEDBACK CONTROL P. 423 STATE-SPACE REPRESENTATION P. 423 MULTI-LOOP FEEDBACK CONTROL P. 424 IMAGE 4 OPTIMAL LINEAR-QUADRATIC FEEDBACK CONTROL P. 434 MODEL PREDICTIVE CONTROL P. 436 FAULT DIAGNOSIS P. 453 CONTRIBUTION PLOTS P. 456 STATISTICAL TECHNIQUES FOR FAULT DIAGNOSIS P. 462 STATISTICAL DISCRIMINATION AND CLASSIFICATION P. 462 FDD WITH FISHER S DISCRIMINANT ANALYSIS P. 470 FDD WITH NEURAL NETWORKS P. 476 STATISTICAL TECHNIQUES FOR SENSOR FAULT DETECTION P. 478 MODEL-BASED FAULT DIAGNOSIS TECHNIQUES P. 481 RESIDUALS-BASED FDD METHODS P. 485 FDD BASED ON MODEL PARAMETER ESTIMATION P. 495 FDD WITH HIDDEN MARKOV MODELS P. 498 MODEL-FREE FAULT DIAGNOSIS TECHNIQUES P. 501 REAL-TIME KNOWLEDGE-BASED SYSTEMS (RTKBS) P. 503 REAL-TIME SUPERVISORY KBS FOR PROCESS MONITORING AND FDD P. 510 RELATED DEVELOPMENTS P. 517 ROLE OF METABOLIC ENGINEERING IN PROCESS IMPROVEMENT P. 519 CONTRIBUTIONS OF MFA AND MCA TO MODELING P. 524 DYNAMIC OPTIMIZATION OF BATCH PROCESS OPERATIONS P. 528 INTEGRATED SUPERVISORY KBS FOR ON-LINE PROCESS SUPERVISION P. 533 APPENDIX P. 537 BIBLIOGRAPHY P. 539 INDEX P. 593 TABLE OF CONTENTS PROVIDED BY BLACKWELL S BOOK SERVICES AND R.R. BOWKER. USED WITH PERMISSION.
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author	Cinar, Ali Parulekar, Satish J. Ündey, Cenk
author_facet	Cinar, Ali Parulekar, Satish J. Ündey, Cenk
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isbn	0824740343
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physical	XXXI, 606 S. graph. Darst.
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series2	Chemical industries
spelling	Cinar, Ali Verfasser aut Batch fermentation modeling, monitoring, and control Ali Cinar ; Satish J. Parulekar ; Cenk Ündey New York, NY [u.a.] Dekker 2003 XXXI, 606 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Chemical industries 93 Fermentation (DE-588)4129537-7 gnd rswk-swf Batchreaktor (DE-588)4144119-9 gnd rswk-swf Fermentation (DE-588)4129537-7 s Batchreaktor (DE-588)4144119-9 s DE-604 Parulekar, Satish J. Verfasser aut Ündey, Cenk Verfasser aut GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017295079&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Cinar, Ali Parulekar, Satish J. Ündey, Cenk Batch fermentation modeling, monitoring, and control Fermentation (DE-588)4129537-7 gnd Batchreaktor (DE-588)4144119-9 gnd
subject_GND	(DE-588)4129537-7 (DE-588)4144119-9
title	Batch fermentation modeling, monitoring, and control
title_auth	Batch fermentation modeling, monitoring, and control
title_exact_search	Batch fermentation modeling, monitoring, and control
title_full	Batch fermentation modeling, monitoring, and control Ali Cinar ; Satish J. Parulekar ; Cenk Ündey
title_fullStr	Batch fermentation modeling, monitoring, and control Ali Cinar ; Satish J. Parulekar ; Cenk Ündey
title_full_unstemmed	Batch fermentation modeling, monitoring, and control Ali Cinar ; Satish J. Parulekar ; Cenk Ündey
title_short	Batch fermentation
title_sort	batch fermentation modeling monitoring and control
title_sub	modeling, monitoring, and control
topic	Fermentation (DE-588)4129537-7 gnd Batchreaktor (DE-588)4144119-9 gnd
topic_facet	Fermentation Batchreaktor
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017295079&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT cinarali batchfermentationmodelingmonitoringandcontrol AT parulekarsatishj batchfermentationmodelingmonitoringandcontrol AT undeycenk batchfermentationmodelingmonitoringandcontrol

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