Modelling nitrification and deammonification in biofilms: sensitivity analysis, identifiability analysis and design of experiments
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Hannover
2006
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| Schriftenreihe: | Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule)
135 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | V, 154 S. graph. Darst. |
| ISBN: | 3921421659 9783921421659 |
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Datensatz im Suchindex
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| adam_text | MODELLING NITRIFICATION AND DEAMMONIFICATION IN BIOFILMS: SENSITIVITY
ANALYSIS, IDENTIFIABILITY ANALYSIS AND DESIGN OF EXPERIMENTS VON DER
FAKULTATFUR BAUINGENIEURWESEN UND GEODASIE DER UNIVERSITAT HANNOVER ZUR
ERLANGUNG DES GRADES EINER DOKTOR-LNGENIEURIN DR.-LNG. GENEHMIGTE
DISSERTATION VON DIPL.-LNG. DORIS BROCKMANN GEBOREN AM 06.09.1974 IN
BRAUNSCHWEIG 2006 ULB DARMSTADT ILLLLLLLLLLLLLLLLLLLLLLL 16492175 TABLE
OF CONTENTS TABLE OF CONTENTS TABLE OF CONTENTS I LIST OF SYMBOLS AND
ABBREVIATIONS IV 1 INTRODUCTION 1 2 BACKGROUND 3 2.1 BIOLOGICAL NITROGEN
ELIMINATION FROM HIGH NITROGEN LOADED WASTEWATERS 3 2.1.1
NITRITATION/DENITRITATION 3 2.1.1.1 BASICS 3 2.1.1.2 ENVIRONMENTAL
CONDITIONS INFLUENCING NITRIFICATION 4 2.1.2 DENITRIFICATION BY
AUTOTROPHIC NITRIFIERS 9 2.1.3 ANAEROBIC AMMONIUM OXIDATION (ANAMMOX) 9
2.1.3.1 BASICS 9 2.1.3.2 DIVERSITY OF ANAMMOX BACTERIA 11 2.1.3.3 CELL
COMPARTMENTALISATION IN ANAMMOX BACTERIA 11 2.1.3.4 ENVIRONMENTAL
CONDITIONS INFLUENCING ANAMMOX 12 2.1.3.5 APPLICATIONS OF THE ANAMMOX
PROCESS 13 2.1.4 DEAMMONIFICATION 13 2.1.4.1 BASICS 13 2.1.4.2
SINGLE-STAGE DEAMMONIFICATION 15 2.1.4.3 PRACTICAL CONSIDERATIONS AND
APPLICATIONS OF DEAMMONIFICATION 16 2.1.5 MATHEMATICAL MODELS 16 2.1.5.1
NITRIFICATION 16 2.1.5.2 AUTOTROPHIC NITROGEN REMOVAL: AUTOTROPHIC
DENITRIFICATION / CANON / OLAND / SHARON-ANAMMOX 17 2.2 BIOFILM
MODELLING 18 2.2.1 ONE DIMENSIONAL MODELS 18 2.2.2 MULTI-DIMENSIONAL
MODELS 22 2.2.3 ONE-DIMENSIONAL OR MULTI-DIMENSIONAL MODELLING? 23 2.3
SENSITIVITY ANALYSIS 24 2.4 IDENTIFIABILITY ANALYSIS 25 2.5 OPTIMAL
EXPERIMENTAL DESIGN FOR PARAMETER ESTIMATION 26 3 SCOPE AND OBJECTIVE 28
4 MATERIALS AND METHODS 29 4.1 MATHEMATICAL MODELS 29 4.1.1 GENERAL
ASPECTS 29 4.1.2 BIOFILM MODEL 29 4.1.2.1 SIMPLIFYING ASSUMPTIONS 29
TABLE OF CONTENTS 4.1.2.2 HETEROGENEOUS BIOFILM MORPHOLOGY 4.1.3 MODELS
FOR THE MICROBIAL CONVERSION PROCESSES 4.1.3.1 SIMPLIFYING ASSUMPTIONS
4.1.3.2 MODEL FOR TWO-STEP NITRIFICATION 4.1.3.3 MODEL FOR ANAEROBIC
AMMONIUM OXIDATION (ANAMMOX) 4.1.3.4 MODEL FOR DEAMMONIFICATION 4.1.3.5
DEFAULT VALUES FOR THE KINETIC AND STOICHIOMETRIC PARAMETERS 4.1.4
REACTOR SET-UP 4.2 SENSITIVITY ANALYSIS 4.2.1 INVESTIGATED SCENARIOS FOR
THE NITRIFICATION MODEL 4.2.2 INVESTIGATED SCENARIOS FOR THE ANAMMOX
MODEL 4.2.3 INVESTIGATED SCENARIOS FOR THE DEAMMONIFICATION MODEL 4.3
IDENTIFIABILITY ANALYSIS AND DESIGN OF EXPERIMENTS 4.3.1 SELECTION OF
PARAMETERS FOR IDENTIFIABILITY ANALYSIS 4.3.2 COLLINEARITY AS MEASURE
FOR NON-IDENTIFIABILITY OF PARAMETERS 4.3.3 DEFINITION OF IDENTIFIABLE
PARAMETER COMBINATIONS 4.3.4 IDENTIFIABILITY ANALYSIS BASED ON REGIONAL
SENSITIVITY FUNCTIONS 4.3.5 EXPERIMENTAL DESIGN 4.3.5.1 MODEL FOR
NITRIFICATION 4.3.5.2 MODEL FOR DEAMMONIFICATION 4.4 PARAMETER
ESTIMATION 4.5 MODEL EVALUATION 5 RESULTS AND DISCUSSION 5.1 SENSITIVITY
ANALYSIS 5.1.1 MODEL FOR TWO-STEP NITRIFICATION 5.1.1.1 STANDARD
SCENARIOS: DO 0.8 AND 5 MG O 2 /L 5.1.1.2 SCENARIO 2: INHIBITION OF
NITRITE OXIDISERS BY FREE AMMONIA 5.1.1.3 SCENARIO 3: INFLUENCE OF
TEMPERATURE DEPENDENCY OF RATE CONSTANTS 5.1.1.4 SCENARIO 4: INFLUENCE
OF THE LOAD 5.1.1.5 SCENARIO 5: INFLUENCE OF THE BIOFILM THICKNESS
5.1.1.6 SCENARIO 6: INFLUENCE OF THE BOUNDARY LAYER THICKNESS 5.1.1.7
SCENARIO 7: INFLUENCE OF HETEROGENEOUS BIOFILM THICKNESS 5.1.2 MODEL FOR
ANAEROBIC AMMONIUM OXIDATION 5.1.2.1 STANDARD SCENARIO 5.1.2.2 SCENARIO
2: INFLUENCE OF THE CONCENTRATION OF DISSOLVED OXYGEN 5.1.2.3 SCENARIO
3: INFLUENCE OF THE INHIBITION CONSTANT FOR OXYGEN 5.1.2.4 SCENARIO 4:
INFLUENCE OF THE BOUNDARY LAYER THICKNESS 5.1.3 MODEL FOR
DEAMMONIFICATION 5.1.3.1 STANDARD SCENARIOS: DO 0.8 AND 5 MG/L TABLE OF
CONTENTS 5.1.3.2 SCENARIO 2: INFLUENCE OF THE INHIBITION CONSTANT FOR
OXYGEN 75 5.1.3.3 SCENARIO 3: INFLUENCE OF TEMPERATURE DEPENDENCY OF
RATE CONSTANTS 77 5.1.3.4 SCENARIO 4: INFLUENCE OF THE LOAD 79 5.1.3.5
SCENARIO 5: INFLUENCE OF THE BIOFILM THICKNESS 81 5.1.3.6 SCENARIO 6:
INFLUENCE OF THE BOUNDARY LAYER THICKNESS 83 5.1.3.7 SCENARIO 7:
INFLUENCE OF HETEROGENEOUS BIOFILM THICKNESS 84 5.2 IDENTIFIABILITY
ANALYSIS AND DESIGN OF EXPERIMENTS 85 5.2.1 MODEL FOR TWO-STEP
NITRIFICATION 85 5.2.1.1 PARAMETERS SELECTED FOR IDENTIFIABILITY
ANALYSIS 85 5.2.1.2 INVESTIGATED EXPERIMENTAL LAYOUTS 86 5.2.1.3 BIOFILM
MODEL WITHOUT MASS TRANSFER LIMITATION 93 5.2.1.4 USING PARAMETER
COMBINATIONS FOR IDENTIFIABILITY ANALYSIS 95 5.2.1.5 IDENTIFIABILITY
ANALYSIS FOR THE MODEL CONSIDERING ENDOGENOUS RESPIRATION 97 5.2.1.6
IDENTIFIABILITY ANALYSIS BASED ON REGIONAL SENSITIVITY FUNCTIONS 98
5.2.2 MODEL FOR DEAMMONIFICATION 101 5.2.2.1 PARAMETERS SELECTED FOR
IDENTIFIABILITY ANALYSIS AND PARAMETER ESTIMATION 101 5.2.2.2 PARAMETER
IDENTIFIABILITY: CONTINUOUS REACTOR OPERATION VERSUS BATCH EXPERIMENT
101 5.2.2.3 EXPERIMENTAL DESIGN FOR BATCH EXPERIMENTS 103 5.3 PARAMETER
ESTIMATION 107 5.4 MODEL EVALUATION 109 6 SUMMARY AND CONCLUSIONS 112
6.1 SENSITIVITY ANALYSIS 112 6.2 IDENTIFIABILITY ANALYSIS AND DESIGN OF
EXPERIMENTS 113 6.3 PARAMETER ESTIMATION AND MODEL EVALUATION 114 6.4
SUGGESTIONS FOR FUTURE RESEARCH 114 7 REFERENCES 115 8 APPENDIX 125
|
| adam_txt |
MODELLING NITRIFICATION AND DEAMMONIFICATION IN BIOFILMS: SENSITIVITY
ANALYSIS, IDENTIFIABILITY ANALYSIS AND DESIGN OF EXPERIMENTS VON DER
FAKULTATFUR BAUINGENIEURWESEN UND GEODASIE DER UNIVERSITAT HANNOVER ZUR
ERLANGUNG DES GRADES EINER DOKTOR-LNGENIEURIN DR.-LNG. GENEHMIGTE
DISSERTATION VON DIPL.-LNG. DORIS BROCKMANN GEBOREN AM 06.09.1974 IN
BRAUNSCHWEIG 2006 ULB DARMSTADT ILLLLLLLLLLLLLLLLLLLLLLL 16492175 TABLE
OF CONTENTS TABLE OF CONTENTS TABLE OF CONTENTS I LIST OF SYMBOLS AND
ABBREVIATIONS IV 1 INTRODUCTION 1 2 BACKGROUND 3 2.1 BIOLOGICAL NITROGEN
ELIMINATION FROM HIGH NITROGEN LOADED WASTEWATERS 3 2.1.1
NITRITATION/DENITRITATION 3 2.1.1.1 BASICS 3 2.1.1.2 ENVIRONMENTAL
CONDITIONS INFLUENCING NITRIFICATION 4 2.1.2 DENITRIFICATION BY
AUTOTROPHIC NITRIFIERS 9 2.1.3 ANAEROBIC AMMONIUM OXIDATION (ANAMMOX) 9
2.1.3.1 BASICS 9 2.1.3.2 DIVERSITY OF ANAMMOX BACTERIA 11 2.1.3.3 CELL
COMPARTMENTALISATION IN ANAMMOX BACTERIA 11 2.1.3.4 ENVIRONMENTAL
CONDITIONS INFLUENCING ANAMMOX 12 2.1.3.5 APPLICATIONS OF THE ANAMMOX
PROCESS 13 2.1.4 DEAMMONIFICATION 13 2.1.4.1 BASICS 13 2.1.4.2
SINGLE-STAGE DEAMMONIFICATION 15 2.1.4.3 PRACTICAL CONSIDERATIONS AND
APPLICATIONS OF DEAMMONIFICATION 16 2.1.5 MATHEMATICAL MODELS 16 2.1.5.1
NITRIFICATION 16 2.1.5.2 AUTOTROPHIC NITROGEN REMOVAL: AUTOTROPHIC
DENITRIFICATION / CANON / OLAND / SHARON-ANAMMOX 17 2.2 BIOFILM
MODELLING 18 2.2.1 ONE DIMENSIONAL MODELS 18 2.2.2 MULTI-DIMENSIONAL
MODELS 22 2.2.3 ONE-DIMENSIONAL OR MULTI-DIMENSIONAL MODELLING? 23 2.3
SENSITIVITY ANALYSIS 24 2.4 IDENTIFIABILITY ANALYSIS 25 2.5 OPTIMAL
EXPERIMENTAL DESIGN FOR PARAMETER ESTIMATION 26 3 SCOPE AND OBJECTIVE 28
4 MATERIALS AND METHODS 29 4.1 MATHEMATICAL MODELS 29 4.1.1 GENERAL
ASPECTS 29 4.1.2 BIOFILM MODEL 29 4.1.2.1 SIMPLIFYING ASSUMPTIONS 29
TABLE OF CONTENTS 4.1.2.2 HETEROGENEOUS BIOFILM MORPHOLOGY 4.1.3 MODELS
FOR THE MICROBIAL CONVERSION PROCESSES 4.1.3.1 SIMPLIFYING ASSUMPTIONS
4.1.3.2 MODEL FOR TWO-STEP NITRIFICATION 4.1.3.3 MODEL FOR ANAEROBIC
AMMONIUM OXIDATION (ANAMMOX) 4.1.3.4 MODEL FOR DEAMMONIFICATION 4.1.3.5
DEFAULT VALUES FOR THE KINETIC AND STOICHIOMETRIC PARAMETERS 4.1.4
REACTOR SET-UP 4.2 SENSITIVITY ANALYSIS 4.2.1 INVESTIGATED SCENARIOS FOR
THE NITRIFICATION MODEL 4.2.2 INVESTIGATED SCENARIOS FOR THE ANAMMOX
MODEL 4.2.3 INVESTIGATED SCENARIOS FOR THE DEAMMONIFICATION MODEL 4.3
IDENTIFIABILITY ANALYSIS AND DESIGN OF EXPERIMENTS 4.3.1 SELECTION OF
PARAMETERS FOR IDENTIFIABILITY ANALYSIS 4.3.2 COLLINEARITY AS MEASURE
FOR NON-IDENTIFIABILITY OF PARAMETERS 4.3.3 DEFINITION OF IDENTIFIABLE
PARAMETER COMBINATIONS 4.3.4 IDENTIFIABILITY ANALYSIS BASED ON REGIONAL
SENSITIVITY FUNCTIONS 4.3.5 EXPERIMENTAL DESIGN 4.3.5.1 MODEL FOR
NITRIFICATION 4.3.5.2 MODEL FOR DEAMMONIFICATION 4.4 PARAMETER
ESTIMATION 4.5 MODEL EVALUATION 5 RESULTS AND DISCUSSION 5.1 SENSITIVITY
ANALYSIS 5.1.1 MODEL FOR TWO-STEP NITRIFICATION 5.1.1.1 STANDARD
SCENARIOS: DO 0.8 AND 5 MG O 2 /L 5.1.1.2 SCENARIO 2: INHIBITION OF
NITRITE OXIDISERS BY FREE AMMONIA 5.1.1.3 SCENARIO 3: INFLUENCE OF
TEMPERATURE DEPENDENCY OF RATE CONSTANTS 5.1.1.4 SCENARIO 4: INFLUENCE
OF THE LOAD 5.1.1.5 SCENARIO 5: INFLUENCE OF THE BIOFILM THICKNESS
5.1.1.6 SCENARIO 6: INFLUENCE OF THE BOUNDARY LAYER THICKNESS 5.1.1.7
SCENARIO 7: INFLUENCE OF HETEROGENEOUS BIOFILM THICKNESS 5.1.2 MODEL FOR
ANAEROBIC AMMONIUM OXIDATION 5.1.2.1 STANDARD SCENARIO 5.1.2.2 SCENARIO
2: INFLUENCE OF THE CONCENTRATION OF DISSOLVED OXYGEN 5.1.2.3 SCENARIO
3: INFLUENCE OF THE INHIBITION CONSTANT FOR OXYGEN 5.1.2.4 SCENARIO 4:
INFLUENCE OF THE BOUNDARY LAYER THICKNESS 5.1.3 MODEL FOR
DEAMMONIFICATION 5.1.3.1 STANDARD SCENARIOS: DO 0.8 AND 5 MG/L TABLE OF
CONTENTS 5.1.3.2 SCENARIO 2: INFLUENCE OF THE INHIBITION CONSTANT FOR
OXYGEN 75 5.1.3.3 SCENARIO 3: INFLUENCE OF TEMPERATURE DEPENDENCY OF
RATE CONSTANTS 77 5.1.3.4 SCENARIO 4: INFLUENCE OF THE LOAD 79 5.1.3.5
SCENARIO 5: INFLUENCE OF THE BIOFILM THICKNESS 81 5.1.3.6 SCENARIO 6:
INFLUENCE OF THE BOUNDARY LAYER THICKNESS 83 5.1.3.7 SCENARIO 7:
INFLUENCE OF HETEROGENEOUS BIOFILM THICKNESS 84 5.2 IDENTIFIABILITY
ANALYSIS AND DESIGN OF EXPERIMENTS 85 5.2.1 MODEL FOR TWO-STEP
NITRIFICATION 85 5.2.1.1 PARAMETERS SELECTED FOR IDENTIFIABILITY
ANALYSIS 85 5.2.1.2 INVESTIGATED EXPERIMENTAL LAYOUTS 86 5.2.1.3 BIOFILM
MODEL WITHOUT MASS TRANSFER LIMITATION 93 5.2.1.4 USING PARAMETER
COMBINATIONS FOR IDENTIFIABILITY ANALYSIS 95 5.2.1.5 IDENTIFIABILITY
ANALYSIS FOR THE MODEL CONSIDERING ENDOGENOUS RESPIRATION 97 5.2.1.6
IDENTIFIABILITY ANALYSIS BASED ON REGIONAL SENSITIVITY FUNCTIONS 98
5.2.2 MODEL FOR DEAMMONIFICATION 101 5.2.2.1 PARAMETERS SELECTED FOR
IDENTIFIABILITY ANALYSIS AND PARAMETER ESTIMATION 101 5.2.2.2 PARAMETER
IDENTIFIABILITY: CONTINUOUS REACTOR OPERATION VERSUS BATCH EXPERIMENT
101 5.2.2.3 EXPERIMENTAL DESIGN FOR BATCH EXPERIMENTS 103 5.3 PARAMETER
ESTIMATION 107 5.4 MODEL EVALUATION 109 6 SUMMARY AND CONCLUSIONS 112
6.1 SENSITIVITY ANALYSIS 112 6.2 IDENTIFIABILITY ANALYSIS AND DESIGN OF
EXPERIMENTS 113 6.3 PARAMETER ESTIMATION AND MODEL EVALUATION 114 6.4
SUGGESTIONS FOR FUTURE RESEARCH 114 7 REFERENCES 115 8 APPENDIX 125 |
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| author | Brockmann, Doris |
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| ctrlnum | (OCoLC)180081873 (DE-599)BVBBV021820988 |
| dewey-full | 628.357 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 628 - Sanitary engineering |
| dewey-raw | 628.357 |
| dewey-search | 628.357 |
| dewey-sort | 3628.357 |
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| discipline_str_mv | Allgemeines Bauingenieurwesen Umwelt |
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| index_date | 2024-07-02T15:54:14Z |
| indexdate | 2024-07-09T20:45:24Z |
| institution | BVB |
| isbn | 3921421659 9783921421659 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015033129 |
| oclc_num | 180081873 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-M490 DE-634 DE-83 DE-706 |
| owner_facet | DE-91 DE-BY-TUM DE-M490 DE-634 DE-83 DE-706 |
| physical | V, 154 S. graph. Darst. |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| record_format | marc |
| series | Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule) |
| series2 | Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule) |
| spelling | Brockmann, Doris Verfasser aut Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments Doris Brockmann Hannover 2006 V, 154 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule) 135 Zugl.: Hannover, Univ., Diss., 2006 Denitrifikation (DE-588)4011447-8 gnd rswk-swf Biofilm (DE-588)4232790-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Biofilm (DE-588)4232790-8 s Denitrifikation (DE-588)4011447-8 s DE-604 Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule) 135 (DE-604)BV004006792 135 HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015033129&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Brockmann, Doris Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments Veröffentlichungen des Institutes für Siedlungswasserwirtschaft und Abfalltechnik der Universität Hannover (vormals Technische Hochschule) Denitrifikation (DE-588)4011447-8 gnd Biofilm (DE-588)4232790-8 gnd |
| subject_GND | (DE-588)4011447-8 (DE-588)4232790-8 (DE-588)4113937-9 |
| title | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments |
| title_auth | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments |
| title_exact_search | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments |
| title_exact_search_txtP | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments |
| title_full | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments Doris Brockmann |
| title_fullStr | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments Doris Brockmann |
| title_full_unstemmed | Modelling nitrification and deammonification in biofilms sensitivity analysis, identifiability analysis and design of experiments Doris Brockmann |
| title_short | Modelling nitrification and deammonification in biofilms |
| title_sort | modelling nitrification and deammonification in biofilms sensitivity analysis identifiability analysis and design of experiments |
| title_sub | sensitivity analysis, identifiability analysis and design of experiments |
| topic | Denitrifikation (DE-588)4011447-8 gnd Biofilm (DE-588)4232790-8 gnd |
| topic_facet | Denitrifikation Biofilm Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015033129&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV004006792 |
| work_keys_str_mv | AT brockmanndoris modellingnitrificationanddeammonificationinbiofilmssensitivityanalysisidentifiabilityanalysisanddesignofexperiments |