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xiv | |
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xvi | |
Acknowledgments |
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xix | |
Abstract |
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xx | |
Resume |
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xxii | |
Samenvatting |
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xxiv | |
Sommario |
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xxvi | |
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1 | (8) |
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2 | (2) |
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1.2 The PhD thesis structure |
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4 | (2) |
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6 | (3) |
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Chapter 2 Literature Review |
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9 | (42) |
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10 | (1) |
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11 | (2) |
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2.1.1 Hydrolysis-fermentation |
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11 | (1) |
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11 | (1) |
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12 | (1) |
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2.2 The sulphate reduction process |
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13 | (5) |
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13 | (1) |
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2.2.2 Biological sulphate reduction |
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14 | (3) |
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2.2.3 Sulphate reducing bacteria (SRB) |
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17 | (1) |
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2.3 Electron donors for SRB |
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18 | (6) |
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19 | (1) |
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19 | (1) |
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20 | (1) |
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20 | (1) |
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21 | (1) |
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2.3.2 Selection of electron donors for biological sulphate reduction |
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21 | (1) |
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2.3.2.1 Efficiency of sulphate removal |
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22 | (1) |
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2.3.2.2 Availability and cost of electron donor |
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22 | (1) |
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2.3.3 Environmental parameters affecting sulphate reduction |
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23 | (1) |
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23 | (1) |
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2.3.3.2 pH and S2- concentration |
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23 | (1) |
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2.3.3.3 Hydraulic retention time (HRT) |
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24 | (1) |
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2.4 Conventional bioreactors for sulphate reduction |
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24 | (8) |
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26 | (1) |
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2.4.2 Inverse fluidized bed reactor |
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26 | (2) |
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2.4.3 Factors affecting bioreactor performance |
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28 | (1) |
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2.4.3.1 Characteristics of organic substrate |
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28 | (1) |
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2.4.3.2 Particle size of electron donors |
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29 | (1) |
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2.4.3.3 Source of inoculum |
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30 | (1) |
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2.4.3.4 Physical and chemical conditions in a bioreactor |
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30 | (1) |
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2.4.3.5 Biomass morphology |
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31 | (1) |
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2.5 Modelling biological sulphate reduction |
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32 | (6) |
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2.5.1 Monod type modelling for biological sulphate reduction |
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32 | (1) |
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2.5.2 Artificial neural network (ANN) based modeling |
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33 | (1) |
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2.5.2.1 Fundamentals of ANN |
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33 | (1) |
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2.5.2.2 Multi-layer perceptron |
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34 | (1) |
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2.5.2.3 Back propagation algorithm |
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34 | (1) |
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2.5.2.4 Internal network parameters |
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35 | (1) |
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2.5.2.5 ANN modelling for bioreactors |
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36 | (2) |
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38 | (1) |
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38 | (13) |
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Chapter 3 Forecasting The Effect Of Feast And Famine Conditions On Biological Sulphate Reduction In An Anaerobic Inverse Fluidized Bed Reactor Using Artificial Neural Networks |
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51 | (38) |
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52 | (1) |
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53 | (3) |
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56 | (9) |
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3.2.1 Synthetic wastewater composition |
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56 | (1) |
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56 | (1) |
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56 | (1) |
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3.2.4 Anaerobic IFB bioreactor set up |
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57 | (1) |
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3.2.5 IFB bioreactor operational conditions |
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57 | (1) |
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58 | (1) |
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59 | (1) |
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59 | (1) |
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3.2.8.1 Performance and comparison of the IFB bioreactors |
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59 | (1) |
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3.2.8.2 Evaluation of RTD |
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60 | (1) |
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60 | (5) |
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65 | (11) |
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3.3.1 RTD of the IFB bioreactor |
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65 | (1) |
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3.3.2 Biological sulphate reduction under steady state feeding conditions |
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66 | (5) |
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3.3.3 Biological sulphate reduction under non steady feeding conditions |
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71 | (1) |
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72 | (1) |
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3.3.4.1 Selecting the best training network parameters |
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72 | (2) |
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3.3.5 ANN model predictions and sensitivity analysis |
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74 | (2) |
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76 | (6) |
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3.4.1 Performance of the IFB bioreactors under steady feeding conditions (periods I-IV) |
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76 | (1) |
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3.4.2 Effect of transient feeding conditions on IFB bioreactor operation |
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77 | (2) |
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3.4.3 Robustness of biological sulphate reduction in IFB bioreactors |
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79 | (1) |
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3.4.4 ANN modelling and transient feeding conditions |
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80 | (2) |
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82 | (1) |
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82 | (7) |
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Chapter 4 High Rate Biological Sulphate Reduction In A Lactate Fed Inverse Fluidized Bed Reactor At A Hydraulic Retention Time Of 3 H |
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89 | (24) |
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90 | (1) |
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91 | (1) |
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92 | (6) |
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4.2.1 Synthetic wastewater |
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92 | (1) |
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92 | (1) |
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92 | (1) |
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4.2.4 Anaerobic inverse fluidized bed bioreactor |
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93 | (1) |
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4.2.5 Hydrodynamic evaluation of the IFB |
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93 | (1) |
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4.2.5.1 Residence time distribution |
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93 | (1) |
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94 | (1) |
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4.2.6 Reactor operation conditions |
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94 | (1) |
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95 | (2) |
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97 | (1) |
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4.2.8.1 Second order substrate removal model |
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97 | (1) |
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4.2.8.2 The Stover-Kincannon model |
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97 | (1) |
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98 | (6) |
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4.3.1 Hydrodynamic evaluation |
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98 | (1) |
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4.3.1.1 Residence time distribution |
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98 | (1) |
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4.3.1.2 Relative bed expansion |
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98 | (2) |
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4.3.2 Sulphate reduction in the high rate IFBB |
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100 | (1) |
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4.3.2.1 Sulphate and COD removal efficiency |
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100 | (2) |
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4.3.2.2 Sulphide production in the IFBB |
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102 | (1) |
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4.3.2.3 The pH in the IFBB during the biological sulphate reduction |
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102 | (1) |
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4.3.2.4 Biomass production during the IFBB operation |
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102 | (1) |
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4.3.3 Kinetic analysis of the IFBB performance |
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103 | (1) |
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4.3.3.1 Grau second order substrate removal |
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103 | (1) |
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4.3.3.2 The Stover-Kincannon model |
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103 | (1) |
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104 | (3) |
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4.4.1 IFBB hydrodynamic performance |
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104 | (1) |
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4.4.2 Biomass retention in the IFBB |
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105 | (1) |
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4.4.3 Sulphate reduction in the IFBB at 3 h HRT |
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106 | (1) |
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107 | (1) |
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108 | (5) |
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Chapter 5 Effect Of The Initial Sulphate Concentration On The Start-Up Phase Of Fhe Biological Sulphate Reduction In Sequencing Batch Reactors |
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113 | (20) |
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114 | (1) |
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115 | (1) |
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116 | (2) |
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116 | (1) |
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5.2.2 Synthetic wastewater |
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116 | (1) |
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116 | (1) |
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5.2.4 Experimental design |
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117 | (1) |
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5.2.5 Evaluation of the performance of the reactor |
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117 | (1) |
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5.2.6 Chemical and biological analysis |
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118 | (1) |
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118 | (7) |
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5.3.1 Anaerobic sulphate reduction in a SBR at low sulphate concentrations (L) |
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118 | (2) |
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5.3.2 Anaerobic sulphate reduction in a SBR at high sulphate concentrations (H) |
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120 | (5) |
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125 | (2) |
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5.4.1 Sulphate reduction process in the SBR |
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125 | (1) |
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5.4.2 Robustness of biological sulphate reduction in SBR |
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126 | (1) |
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127 | (1) |
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128 | (5) |
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Chapter 6 The Effect Of Nitrogen And Electron Donor Feast-Famine Conditions On Biological Sulphate Reduction In Inorganic Wastewater Treatment |
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133 | (16) |
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134 | (1) |
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135 | (1) |
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136 | (2) |
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6.2.1 Synthetic wastewater |
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136 | (1) |
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6.2.2 Inoculum and batch bioreactor preparation |
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136 | (1) |
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6.2.3 Experimental design |
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137 | (1) |
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137 | (1) |
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137 | (1) |
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138 | (3) |
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6.3.1 Anaerobic sulphate reduction at different COD:SO424 ratios |
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138 | (3) |
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141 | (5) |
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6.4.1 Electron donor utilization by sulphate reducing sludge |
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141 | (4) |
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6.4.2 Kinetics of sulphate reduction under feast and famine conditions in batch |
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145 | (1) |
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146 | (1) |
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146 | (3) |
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Chapter 7 The Effect Of Feast And Famine Conditions On Biological Sulphate Reduction In Anaerobic Sequencing Batch Reactors |
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149 | (22) |
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150 | (1) |
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151 | (1) |
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152 | (6) |
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7.2.1 The sulphate reducing biomass |
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152 | (1) |
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7.2.2 Synthetic wastewater |
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153 | (1) |
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153 | (1) |
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7.2.4 Transient, feast-famine, feeding conditions in SBR operation |
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154 | (1) |
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7.2.5 Evaluation of the performance of SBR |
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155 | (1) |
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155 | (3) |
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158 | (6) |
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7.3.1 Anaerobic sulphate reduction in SBR at steady feeding conditions |
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158 | (1) |
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7.3.2 Anaerobic sulphate reduction in SBR at transient feeding conditions |
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159 | (1) |
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7.3.3 Anaerobic sulphate reduction in SBR at transient feeding conditions in the absence of NH4+ |
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159 | (5) |
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164 | (3) |
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7.4.1 Sulphate reduction process at transient feeding conditions in the SBR |
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164 | (3) |
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167 | (1) |
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167 | (4) |
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Chapter 8 Carbohydrate Based Polymeric Materials As Slow Release Electron Donors For Sulphate Removal From Wastewater |
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171 | (20) |
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172 | (1) |
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173 | (1) |
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174 | (2) |
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174 | (1) |
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8.2.2 CBP as electron donors |
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174 | (1) |
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8.2.3 Synthetic wastewater composition |
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175 | (1) |
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8.2.4 Sulphate reducing and methanogenic activity test of anaerobic sludge |
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175 | (1) |
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175 | (1) |
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8.2.6 Estimation of volumetric and specific rates |
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176 | (1) |
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176 | (1) |
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176 | (6) |
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8.3.1 Sulphate reduction and methanogenic activity of the anaerobic inoculum |
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176 | (1) |
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8.3.2 CBP characteristics |
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177 | (1) |
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8.3.3 Release of CODs from the CBP without inoculum in non-sterile anaerobic synthetic wastewater |
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178 | (1) |
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8.3.4 Release of CODs from the CBP in the presence of inoculum |
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179 | (2) |
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8.3.5 Sulphate reduction during the release of CODs from the CBP in the presence of inoculum |
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181 | (1) |
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182 | (4) |
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8.4.1 Use of carbohydrate based polymeric materials as slow release electron donors |
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182 | (1) |
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8.4.2 Biological sulphate reduction using CBP as SRED |
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183 | (2) |
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8.4.3 Implications of CBP for biological sulphate reduction |
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185 | (1) |
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186 | (1) |
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186 | (5) |
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Chapter 9 Lignocellulosic Biowastes As Carrier Material And Slow Release Electron Donor For Sulphidogenesis Of Wastewater In An Inverse Fluidized Bed Bioreactor |
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191 | (28) |
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192 | (1) |
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193 | (3) |
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196 | (4) |
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196 | (1) |
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9.2.2 Synthetic wastewater composition |
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196 | (1) |
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9.2.3 Lignocellulose as SRED |
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197 | (1) |
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9.2.4 Anaerobic IFBB set up |
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198 | (1) |
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9.2.5 Sulphate reducing and methanogenic activity tests with anaerobic sludge |
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198 | (1) |
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9.2.6 L-SRED and sulphate reduction experiments |
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198 | (1) |
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9.2.7 L-SRED experiments in IFBB |
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199 | (1) |
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9.2.8 Qualitative assessment of SRB growth |
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199 | (1) |
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199 | (1) |
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9.2.10 Analytical procedures |
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200 | (1) |
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200 | (9) |
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9.3.1 Characterization of lignocelulosic materials |
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200 | (2) |
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9.3.2 Methanogenic and sulphate reducing activity of the anaerobic sludge |
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202 | (1) |
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9.3.3 CODs released from L-SRED in the absence of inoculum (natural release) |
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203 | (1) |
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9.3.4 CODs released from the L-SRED in the presence of inoculum (hydrolysis-fermentation step) |
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203 | (1) |
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9.3.5 Sulphate reduction during the release of CODs from the L-SRED in the presence of inoculum (sulphate reduction using L-SRED) |
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204 | (1) |
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9.3.6 Production of VFA in batch experiments |
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204 | (1) |
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9.3.7 Lignocellulose as carrier material and SRED in an IFBB |
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205 | (1) |
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205 | (3) |
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9.3.7.2 Qualitative assessment of SRB growth |
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208 | (1) |
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209 | (2) |
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9.4.1 Biological sulphate reduction using L-SRED in batch incubations |
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209 | (1) |
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9.4.2 Biological sulphate reduction using L-SRED in an IFBB |
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210 | (1) |
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211 | (1) |
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212 | (7) |
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Chapter 10 General Discussion and Perspectives |
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219 | (10) |
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220 | (1) |
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10.2 General discussion and conclusions |
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221 | (3) |
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10.3 Future research work |
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224 | (1) |
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225 | (4) |
Biography |
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229 | (1) |
Publications |
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230 | (1) |
Conferences |
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230 | |