SlideShare a Scribd company logo
Correlating exoenzyme activities, operational parameters,
cell viability and EPS in a membrane bioreactor treating
domestic wastewater

828

I. Amorós1, C. Grañana1, L. Borrás2, E. Zuriaga-Agustí3, A. Zornoza1 and J.L. Alonso1
1Instituto

INTRODUCTION

Universitario de Ingeniería del Agua y Medio Ambiente, (IIAMA). Universitat Politècnica de València, Spain (e-mail: jalonso@ihdr.upv.es)
2Departamento de Ingeniería Química, Universitat de València, 46100 Burjassot, Valencia, Spain
3Instituto de Seguridad Industrial, Radiofísica y Medioambiental (ISIRYM), Universitat Politècnica de València, Spain

Membrane biorreactors (MBR )systems are based on the combination of the activated sludge system and membrane technologies to separate the particulate material from water,
avoiding the need of a secondary clarifier. The main operational problem in MBRs is the membrane fouling or biofouling.
Equalization Tank

CAS

Aeration Tank

Secondary clarifier

MBR

Effluent Tank

Effluent
Water

Wastewater

Equalization Tank
Effluent Tank

Effluent
Water

Wastewater

Activated Sludge

Activated Sludge

Figure 1. Scheme of Activated Sludge and MBR treatments

Bacteria present in the biomass of an activated sludge system produce sticky compounds
denominated extracellular polymeric substances (EPS) which result from active bacterial secretion,
shed from the cell surface or cell lysis and mediate their adhesion to surfaces as the submerged
membrane module. After long time filtration of wastewater, both accumulation of EPS and amount of
microbial populations reach to maximum, which also indicate the minimum permeating capacity of a
membrane module. EPS are mainly polysaccharides, proteins, nucleic acids and lipids. Recent
studies point to EPS as the main cause of membrane fouling. Relationships between them and
operational parameters as potential foulants have been determined. Enzymatic activity is involved in
the degradation of biopolymers and cell viability gives information about cells damaged.

MATERIALS AND METHODS

Figure 2. Biofouling

Sludge Samples from a MBR treating domestic wastewater (316 m3) have been analysed for Exoenzymatic activities (β-glucuronidase and phosphatase), protein, carbohydrates
and cell viability. After that statistical analyses were carried out by using Canonical correspondance analyses (CCA), a method of direct gradient analysis.
• β-glucuronidase and phosphatase: Determined by fluorogenic substrate (ELF 97) which yields and insoluble fluorescent precipitate upon cleavage the enzyme. The spatial
distribution of enzymatic activity in whole flocs are detected by epifluorescence microscopy and quantification by using an optimization of Matlab®.
• EPS: were extracted by chemical extraction with cation exchange resin (CER) and later analyses with BCA (proteins) and anthrone (carbohydrates).
• Cell viability: Kit Backlight and fluorescence microscopy.
Table 1. Operating parameters and influent characteristics
Operational parameters and physicho-chemicals parameters were supplied by the treatment plant.

RESULTS

Range

Standard
deviation

1004

180-2326

814

HRT

56.9

47.1-65.7

6.4

OLR

0.014

0.01-0.02

0.004

mg·L-1

MLSS

9853

8232-11648

1259

mg·L-1

MLVSS

7626

6127-8796

1006.407

°C

Tr

22.0

18.3-28.4

4.0409

%

%MLVSS

77.3

74.1-80.5

2.3

pH_inf

8.1

8-8.4

0.1

mg·L-1

BOD5_inf

234

180-290

37

Parameters

Units

Excess sludge
production
Hydraulic retention time

Kg·d-1

ESP

h
Kg BOD/kg
MLVSS day

Organic loading rate

Acronym Average

Mixed liquor suspended
solids
Mixed liquor volatile
suspended solids
Temperature in reactor
Percentage of Mixed
liquor volatile
suspended solids
pH in influent
Biological oxygen
demand in influent
Chemical oxygen
demand in influent
Conductivity in influent

Figure 5. Cell viability
Figure 4. Quantification of enzymatic activity
(Matlab)

Enzymatic Activity

mg·L-1

COD_inf

521

371-636

85

µS/cm

Cond_inf

2780

2680-2830

58

Total nitrogen in influent

Total bacteria

mg l-1

TN_inf

69.6

60.1-79.7

6.2

Figure 3. Enzymatic activity
50

5

40

Phosphatase

3

30

2

20

1

10

0

0
1

2

3

4

5

6

7

8

9

10

11

12

13

Sample

Figure 6. EPS vs glucoronidase and phosphatase
activity

EPS (mg/g VSS)

% Activity

Carbohydrates

% Exoenzimatic Activity

Glucuronidase

4

Proteins
4

40

Glucoronidase
Phosphatase

30

3

20

2

10

1

0

0
1

2

3

4

5

6

7

8

9

10

11

12

13

Sample

Figure 7. Proteins and carbohydrates vs
glucoronidase and phosphatase activity

Proteins (mg BSA/g SVS)
Carbohydrates (mg Glucose/gVSS)

EPS

0,8

0,6

0,6

0,4

0,4

Tr

0,2
0
OLR
-0,2
-0,4

0,2
Phosphatase
HRT
EPS Carbohydrates
Cell viability
MLSS
Proteins
MLVSS
Glucuronidase
%MLVSS
ESP

-0,6

TP_inf

TN_inf

cond_inf

F2 (14,00 %)

50

F2 (21,10 %)

5

EPS
Proteins
Phosphatase
Cell viability
pH_inf
carbohydrates
Glucuronidase

0
-0,2
-0,4

BOD5_inf
COD_inf

-0,6

-0,8
-1
-1,4 -1,2 -1 -0,8 -0,6 -0,4 -0,2

-0,8
0

0,2 0,4 0,6 0,8

1

1,2 1,4

-1

-0,8

-0,6

-0,4

-0,2

0,2

0,4

0,6

0,8

1

F1 (77,43 %)

F1 (73,60 %)

Figure 8. Biplot Cell viability, EPS,
exoenzimatic activities - Operational
parameters (axes F1 y F2: 94,71%)

0

Figure 9. Biplot Cell viability, EPS,
exoenzimatic activities – Influent pysicochemical parameters (axes F1 y F2: 91,43%)

Results showed that 94% of cells from the MBR were viable and only 6% of the cells were damaged. CCA results revealed the relationships between exoenzymatic activities, cell
viability and EPS with the operational parameters and wastewater influent characteristics. Phosphatase was correlated with high levels of hydraulic retention time (HRT), while βglucuronidase was related with excess sludge production (ESP). Bioreactor temperature (Tr) correlated negatively with β- gucuronidase and phosphatase in agreement with other
works. Results of biplot analysis of influent water showed an inverse relationship between the concentration of total phosphorus (TP) and the phosphatase and β-gucuronidase
exoenzimatic activities. The increase in the availability of C in the influent might have contribute negatively to the phosphatase activity.

CONCLUSIONS
 Studies on the interacting biological, chemical and physical phenomena in MBRs and innovative techniques to determine processes can contribute to a better knowledge of
biofouling and might lead to more robust MBRs operation.
ACKNOWLEDGEMENTS: This work was supported by grant no. ALI CGL2011-29231-C05-01 from the Spanish Ministry of Economy and Competitiveness.

More Related Content

What's hot

Proteome-wide covalent ligand discovery in native biological systems
Proteome-wide covalent ligand discovery in native biological systemsProteome-wide covalent ligand discovery in native biological systems
Proteome-wide covalent ligand discovery in native biological systems
Megha Majumder
 
Metabolomics
MetabolomicsMetabolomics
Metabolomics
S.M Gharib Nawaz Jan
 
Presentation indsutrial training
Presentation indsutrial trainingPresentation indsutrial training
Presentation indsutrial training
Fatihah Azanan
 
Proteomics Processes and Applications
Proteomics Processes and ApplicationsProteomics Processes and Applications
Proteomics Processes and Applications
Khalid Hakeem
 
Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...
Vivek Zinzala
 
Sample Final Report_ Extraction of CYP microsomes
Sample Final Report_ Extraction of CYP microsomesSample Final Report_ Extraction of CYP microsomes
Sample Final Report_ Extraction of CYP microsomes
Eric Sudar
 
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
pryloock
 
Protein microarrays, ICAT, and HPLC protein purification
Protein microarrays, ICAT, and HPLC protein purificationProtein microarrays, ICAT, and HPLC protein purification
Protein microarrays, ICAT, and HPLC protein purification
Raul Soto
 
Synthetic antiauxins
Synthetic antiauxinsSynthetic antiauxins
Synthetic antiauxins
Raheel Tariq
 
Focus on aggregation: types, causes, characterization, and impact
Focus on aggregation: types, causes, characterization, and impactFocus on aggregation: types, causes, characterization, and impact
Focus on aggregation: types, causes, characterization, and impact
KBI Biopharma
 
IRSAE aquatic ecology 28 June 2018 metabolomics
IRSAE aquatic ecology 28 June 2018 metabolomicsIRSAE aquatic ecology 28 June 2018 metabolomics
IRSAE aquatic ecology 28 June 2018 metabolomics
Panagiotis Arapitsas
 
1 s2.0-s105046481300034 x-main
1 s2.0-s105046481300034 x-main1 s2.0-s105046481300034 x-main
1 s2.0-s105046481300034 x-main
alem010
 
1.2 Mraz
1.2 Mraz1.2 Mraz
1.2 Mraz
Kate Jones
 
1501 Refocus metabolomics
1501 Refocus metabolomics1501 Refocus metabolomics
1501 Refocus metabolomics
IS-X
 
Partition of lectin from canavalia grandiflora benth in aqueous two phase
Partition of lectin from canavalia grandiflora benth in aqueous two phasePartition of lectin from canavalia grandiflora benth in aqueous two phase
Partition of lectin from canavalia grandiflora benth in aqueous two phase
Lizzy Ayra Alcântara Veríssimo
 
ResearchReport
ResearchReportResearchReport
ResearchReport
Abitha Thiru
 
IndianaCTSI_Seed2010_Jessany Maldonado
IndianaCTSI_Seed2010_Jessany MaldonadoIndianaCTSI_Seed2010_Jessany Maldonado
IndianaCTSI_Seed2010_Jessany Maldonado
Jessany Maldonado
 
Advances in protein technology
 Advances in protein technology Advances in protein technology
Advances in protein technology
Dr. Poshadri Achinna
 
High Throughput Screening for Glycogen and Polyglucosan
High Throughput Screening for Glycogen and PolyglucosanHigh Throughput Screening for Glycogen and Polyglucosan
High Throughput Screening for Glycogen and Polyglucosan
Ben Decker
 
Plant metabolomics
Plant metabolomicsPlant metabolomics
Plant metabolomics
Rudresh Rudri
 

What's hot (20)

Proteome-wide covalent ligand discovery in native biological systems
Proteome-wide covalent ligand discovery in native biological systemsProteome-wide covalent ligand discovery in native biological systems
Proteome-wide covalent ligand discovery in native biological systems
 
Metabolomics
MetabolomicsMetabolomics
Metabolomics
 
Presentation indsutrial training
Presentation indsutrial trainingPresentation indsutrial training
Presentation indsutrial training
 
Proteomics Processes and Applications
Proteomics Processes and ApplicationsProteomics Processes and Applications
Proteomics Processes and Applications
 
Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...
 
Sample Final Report_ Extraction of CYP microsomes
Sample Final Report_ Extraction of CYP microsomesSample Final Report_ Extraction of CYP microsomes
Sample Final Report_ Extraction of CYP microsomes
 
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
Conceição et al, 2012. potamotrygon cf. henlei stingray mucus biochemical fea...
 
Protein microarrays, ICAT, and HPLC protein purification
Protein microarrays, ICAT, and HPLC protein purificationProtein microarrays, ICAT, and HPLC protein purification
Protein microarrays, ICAT, and HPLC protein purification
 
Synthetic antiauxins
Synthetic antiauxinsSynthetic antiauxins
Synthetic antiauxins
 
Focus on aggregation: types, causes, characterization, and impact
Focus on aggregation: types, causes, characterization, and impactFocus on aggregation: types, causes, characterization, and impact
Focus on aggregation: types, causes, characterization, and impact
 
IRSAE aquatic ecology 28 June 2018 metabolomics
IRSAE aquatic ecology 28 June 2018 metabolomicsIRSAE aquatic ecology 28 June 2018 metabolomics
IRSAE aquatic ecology 28 June 2018 metabolomics
 
1 s2.0-s105046481300034 x-main
1 s2.0-s105046481300034 x-main1 s2.0-s105046481300034 x-main
1 s2.0-s105046481300034 x-main
 
1.2 Mraz
1.2 Mraz1.2 Mraz
1.2 Mraz
 
1501 Refocus metabolomics
1501 Refocus metabolomics1501 Refocus metabolomics
1501 Refocus metabolomics
 
Partition of lectin from canavalia grandiflora benth in aqueous two phase
Partition of lectin from canavalia grandiflora benth in aqueous two phasePartition of lectin from canavalia grandiflora benth in aqueous two phase
Partition of lectin from canavalia grandiflora benth in aqueous two phase
 
ResearchReport
ResearchReportResearchReport
ResearchReport
 
IndianaCTSI_Seed2010_Jessany Maldonado
IndianaCTSI_Seed2010_Jessany MaldonadoIndianaCTSI_Seed2010_Jessany Maldonado
IndianaCTSI_Seed2010_Jessany Maldonado
 
Advances in protein technology
 Advances in protein technology Advances in protein technology
Advances in protein technology
 
High Throughput Screening for Glycogen and Polyglucosan
High Throughput Screening for Glycogen and PolyglucosanHigh Throughput Screening for Glycogen and Polyglucosan
High Throughput Screening for Glycogen and Polyglucosan
 
Plant metabolomics
Plant metabolomicsPlant metabolomics
Plant metabolomics
 

Similar to 2013 - Correlating exoenzyme activities, operacional parameters, cellular viability and EPS in a MBR

Protein Chromatography
Protein ChromatographyProtein Chromatography
Protein Chromatography
Nicole Gomez
 
Proteomics of small proteins from plant tissues
Proteomics of small proteins from plant tissuesProteomics of small proteins from plant tissues
Proteomics of small proteins from plant tissues
Expedeon
 
Biosensors and Bioelectr
Biosensors and Bioelectr Biosensors and Bioelectr
Biosensors and Bioelectr
Charles Zhang
 
Zaragozà et al.
Zaragozà et al.Zaragozà et al.
Zaragozà et al.
cleozaragoza
 
Optimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisOptimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysis
Expedeon
 
Lactic acid bacteria whole genome sequencing
Lactic acid bacteria whole genome sequencingLactic acid bacteria whole genome sequencing
Lactic acid bacteria whole genome sequencing
Diwas Pradhan
 
Proteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglésProteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglés
DR. LUIS ALBERTO LIGHTBOURN ROJAS, PhD
 
Caco2 final ppt.
Caco2 final ppt.Caco2 final ppt.
Caco2 final ppt.
akshay patel
 
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
Qing Chen
 
JBEI Research Highlights Slides - October 2022
JBEI Research Highlights Slides - October 2022JBEI Research Highlights Slides - October 2022
JBEI Research Highlights Slides - October 2022
SaraHarmon4
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Science
researchinventy
 
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
Waters Corporation
 
In Vitro Cell Tests for Functional Food
In Vitro Cell Tests for Functional FoodIn Vitro Cell Tests for Functional Food
In Vitro Cell Tests for Functional Food
Institut Kurz
 
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 System
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 SystemQuantitative Analysis of Transporter Protein using TripleTOF® 6600 System
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 System
SCIEX
 
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
eSAT Journals
 
JBEI Research Highlights - April 2017
JBEI Research Highlights - April 2017JBEI Research Highlights - April 2017
JBEI Research Highlights - April 2017
Irina Silva
 
Shivaputra
ShivaputraShivaputra
Shivaputra
SHVA5965
 
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
AI Publications
 
From sample-to-spray: high performance workflow for top down protein analysis
From sample-to-spray: high performance workflow for top down protein analysisFrom sample-to-spray: high performance workflow for top down protein analysis
From sample-to-spray: high performance workflow for top down protein analysis
Expedeon
 
Rubisco Lab Report
Rubisco Lab ReportRubisco Lab Report
Rubisco Lab Report
Tammy Lacy
 

Similar to 2013 - Correlating exoenzyme activities, operacional parameters, cellular viability and EPS in a MBR (20)

Protein Chromatography
Protein ChromatographyProtein Chromatography
Protein Chromatography
 
Proteomics of small proteins from plant tissues
Proteomics of small proteins from plant tissuesProteomics of small proteins from plant tissues
Proteomics of small proteins from plant tissues
 
Biosensors and Bioelectr
Biosensors and Bioelectr Biosensors and Bioelectr
Biosensors and Bioelectr
 
Zaragozà et al.
Zaragozà et al.Zaragozà et al.
Zaragozà et al.
 
Optimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisOptimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysis
 
Lactic acid bacteria whole genome sequencing
Lactic acid bacteria whole genome sequencingLactic acid bacteria whole genome sequencing
Lactic acid bacteria whole genome sequencing
 
Proteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglésProteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglés
 
Caco2 final ppt.
Caco2 final ppt.Caco2 final ppt.
Caco2 final ppt.
 
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
 
JBEI Research Highlights Slides - October 2022
JBEI Research Highlights Slides - October 2022JBEI Research Highlights Slides - October 2022
JBEI Research Highlights Slides - October 2022
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Science
 
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
Exploring the Versatility of Micro-flow Technology – From Peptide Biomarkers ...
 
In Vitro Cell Tests for Functional Food
In Vitro Cell Tests for Functional FoodIn Vitro Cell Tests for Functional Food
In Vitro Cell Tests for Functional Food
 
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 System
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 SystemQuantitative Analysis of Transporter Protein using TripleTOF® 6600 System
Quantitative Analysis of Transporter Protein using TripleTOF® 6600 System
 
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
Microbial community analysis in anaerobic palm oil mill effluent (pome) waste...
 
JBEI Research Highlights - April 2017
JBEI Research Highlights - April 2017JBEI Research Highlights - April 2017
JBEI Research Highlights - April 2017
 
Shivaputra
ShivaputraShivaputra
Shivaputra
 
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
Evaluation of In-vitro neuroprotective effect of Ethanolic extract of Canariu...
 
From sample-to-spray: high performance workflow for top down protein analysis
From sample-to-spray: high performance workflow for top down protein analysisFrom sample-to-spray: high performance workflow for top down protein analysis
From sample-to-spray: high performance workflow for top down protein analysis
 
Rubisco Lab Report
Rubisco Lab ReportRubisco Lab Report
Rubisco Lab Report
 

More from WALEBUBLÉ

Tesis doctoral Andrés Zornoza
Tesis doctoral Andrés Zornoza Tesis doctoral Andrés Zornoza
Tesis doctoral Andrés Zornoza
WALEBUBLÉ
 
Título técncio Bioindicación.pdf
Título técncio Bioindicación.pdfTítulo técncio Bioindicación.pdf
Título técncio Bioindicación.pdf
WALEBUBLÉ
 
2018 - Multiple identification of most important waterborne protozoa in surfa...
2018 - Multiple identification of most important waterborne protozoa in surfa...2018 - Multiple identification of most important waterborne protozoa in surfa...
2018 - Multiple identification of most important waterborne protozoa in surfa...
WALEBUBLÉ
 
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
WALEBUBLÉ
 
2008 - Molecular microbial and chemical investigation of the bioremediation o...
2008 - Molecular microbial and chemical investigation of the bioremediation o...2008 - Molecular microbial and chemical investigation of the bioremediation o...
2008 - Molecular microbial and chemical investigation of the bioremediation o...
WALEBUBLÉ
 
2007 - Modelizacion EDAR Guardamar
2007 - Modelizacion EDAR  Guardamar2007 - Modelizacion EDAR  Guardamar
2007 - Modelizacion EDAR Guardamar
WALEBUBLÉ
 
2012 - Optimización de la explotación de un sistema MBR
2012 - Optimización de la explotación de un sistema MBR2012 - Optimización de la explotación de un sistema MBR
2012 - Optimización de la explotación de un sistema MBR
WALEBUBLÉ
 
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
WALEBUBLÉ
 
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
WALEBUBLÉ
 
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
WALEBUBLÉ
 
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
WALEBUBLÉ
 
2017 - Environmental ordination of nitrifying bacterial community dynamics in...
2017 - Environmental ordination of nitrifying bacterial community dynamics in...2017 - Environmental ordination of nitrifying bacterial community dynamics in...
2017 - Environmental ordination of nitrifying bacterial community dynamics in...
WALEBUBLÉ
 
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
WALEBUBLÉ
 
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
WALEBUBLÉ
 
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
WALEBUBLÉ
 
2017 - Comparison of nitrifying microbial communities of two full-scale membr...
2017 - Comparison of nitrifying microbial communities of two full-scale membr...2017 - Comparison of nitrifying microbial communities of two full-scale membr...
2017 - Comparison of nitrifying microbial communities of two full-scale membr...
WALEBUBLÉ
 
2017 - (IAGUA Magazine 16) El software libre de simulación llega a la EDAR
2017 - (IAGUA Magazine 16)   El software libre de simulación llega a la EDAR2017 - (IAGUA Magazine 16)   El software libre de simulación llega a la EDAR
2017 - (IAGUA Magazine 16) El software libre de simulación llega a la EDAR
WALEBUBLÉ
 
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
WALEBUBLÉ
 
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
WALEBUBLÉ
 
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
WALEBUBLÉ
 

More from WALEBUBLÉ (20)

Tesis doctoral Andrés Zornoza
Tesis doctoral Andrés Zornoza Tesis doctoral Andrés Zornoza
Tesis doctoral Andrés Zornoza
 
Título técncio Bioindicación.pdf
Título técncio Bioindicación.pdfTítulo técncio Bioindicación.pdf
Título técncio Bioindicación.pdf
 
2018 - Multiple identification of most important waterborne protozoa in surfa...
2018 - Multiple identification of most important waterborne protozoa in surfa...2018 - Multiple identification of most important waterborne protozoa in surfa...
2018 - Multiple identification of most important waterborne protozoa in surfa...
 
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
2015 - Archaeal populations in full-scale autotrophic nitrogen removal biorea...
 
2008 - Molecular microbial and chemical investigation of the bioremediation o...
2008 - Molecular microbial and chemical investigation of the bioremediation o...2008 - Molecular microbial and chemical investigation of the bioremediation o...
2008 - Molecular microbial and chemical investigation of the bioremediation o...
 
2007 - Modelizacion EDAR Guardamar
2007 - Modelizacion EDAR  Guardamar2007 - Modelizacion EDAR  Guardamar
2007 - Modelizacion EDAR Guardamar
 
2012 - Optimización de la explotación de un sistema MBR
2012 - Optimización de la explotación de un sistema MBR2012 - Optimización de la explotación de un sistema MBR
2012 - Optimización de la explotación de un sistema MBR
 
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
2018 - CFD simulation of fluid dynamic and biokinetic processes within activa...
 
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
2016 - EXPERIENCIA PILOTO DE SIMULACIÓN PARA LA MEJORA DEL RENDIMIENTO DE ELI...
 
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
2018 - APLICACIÓN DE HERRAMIENTAS DE SIMULACIÓN PARA CONTROL Y SUPERVISIÓN EN...
 
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
 
2017 - Environmental ordination of nitrifying bacterial community dynamics in...
2017 - Environmental ordination of nitrifying bacterial community dynamics in...2017 - Environmental ordination of nitrifying bacterial community dynamics in...
2017 - Environmental ordination of nitrifying bacterial community dynamics in...
 
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
2017 - Analysis of nitrifying microbial communities by FISH and 16S rRNA ampl...
 
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
2017 - Effect of ozone addition to control Gordonia foaming on the nitrifying...
 
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
2017 - Guía de iniciación WEST (Español): Modelado y Simulación en EDAR
 
2017 - Comparison of nitrifying microbial communities of two full-scale membr...
2017 - Comparison of nitrifying microbial communities of two full-scale membr...2017 - Comparison of nitrifying microbial communities of two full-scale membr...
2017 - Comparison of nitrifying microbial communities of two full-scale membr...
 
2017 - (IAGUA Magazine 16) El software libre de simulación llega a la EDAR
2017 - (IAGUA Magazine 16)   El software libre de simulación llega a la EDAR2017 - (IAGUA Magazine 16)   El software libre de simulación llega a la EDAR
2017 - (IAGUA Magazine 16) El software libre de simulación llega a la EDAR
 
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
2013 - Estudio de las relaciones de las bacterias filamentosas no ramificadas...
 
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
2016 - Estudio de la dinámica de protistas y metazoos en un reactor biológico...
 
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
2014 - Estudio de las relaciones del morfotipo Nosotocoida limicola con los p...
 

Recently uploaded

FinalSD_MathematicsGrade7_Session2_Unida.pptx
FinalSD_MathematicsGrade7_Session2_Unida.pptxFinalSD_MathematicsGrade7_Session2_Unida.pptx
FinalSD_MathematicsGrade7_Session2_Unida.pptx
JennySularte1
 
Observational Learning
Observational Learning Observational Learning
Observational Learning
sanamushtaq922
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
سمير بسيوني
 
adjectives.ppt for class 1 to 6, grammar
adjectives.ppt for class 1 to 6, grammaradjectives.ppt for class 1 to 6, grammar
adjectives.ppt for class 1 to 6, grammar
7DFarhanaMohammed
 
How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17
Celine George
 
220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology
Kalna College
 
Skimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S EliotSkimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S Eliot
nitinpv4ai
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
deepaannamalai16
 
Diversity Quiz Prelims by Quiz Club, IIT Kanpur
Diversity Quiz Prelims by Quiz Club, IIT KanpurDiversity Quiz Prelims by Quiz Club, IIT Kanpur
Diversity Quiz Prelims by Quiz Club, IIT Kanpur
Quiz Club IIT Kanpur
 
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptxA Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
OH TEIK BIN
 
Creation or Update of a Mandatory Field is Not Set in Odoo 17
Creation or Update of a Mandatory Field is Not Set in Odoo 17Creation or Update of a Mandatory Field is Not Set in Odoo 17
Creation or Update of a Mandatory Field is Not Set in Odoo 17
Celine George
 
220711130083 SUBHASHREE RAKSHIT Internet resources for social science
220711130083 SUBHASHREE RAKSHIT  Internet resources for social science220711130083 SUBHASHREE RAKSHIT  Internet resources for social science
220711130083 SUBHASHREE RAKSHIT Internet resources for social science
Kalna College
 
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
zuzanka
 
Information and Communication Technology in Education
Information and Communication Technology in EducationInformation and Communication Technology in Education
Information and Communication Technology in Education
MJDuyan
 
How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17
Celine George
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Henry Hollis
 
The basics of sentences session 7pptx.pptx
The basics of sentences session 7pptx.pptxThe basics of sentences session 7pptx.pptx
The basics of sentences session 7pptx.pptx
heathfieldcps1
 
Brand Guideline of Bashundhara A4 Paper - 2024
Brand Guideline of Bashundhara A4 Paper - 2024Brand Guideline of Bashundhara A4 Paper - 2024
Brand Guideline of Bashundhara A4 Paper - 2024
khabri85
 
Accounting for Restricted Grants When and How To Record Properly
Accounting for Restricted Grants  When and How To Record ProperlyAccounting for Restricted Grants  When and How To Record Properly
Accounting for Restricted Grants When and How To Record Properly
TechSoup
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
deepaannamalai16
 

Recently uploaded (20)

FinalSD_MathematicsGrade7_Session2_Unida.pptx
FinalSD_MathematicsGrade7_Session2_Unida.pptxFinalSD_MathematicsGrade7_Session2_Unida.pptx
FinalSD_MathematicsGrade7_Session2_Unida.pptx
 
Observational Learning
Observational Learning Observational Learning
Observational Learning
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
 
adjectives.ppt for class 1 to 6, grammar
adjectives.ppt for class 1 to 6, grammaradjectives.ppt for class 1 to 6, grammar
adjectives.ppt for class 1 to 6, grammar
 
How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17
 
220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology
 
Skimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S EliotSkimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S Eliot
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
 
Diversity Quiz Prelims by Quiz Club, IIT Kanpur
Diversity Quiz Prelims by Quiz Club, IIT KanpurDiversity Quiz Prelims by Quiz Club, IIT Kanpur
Diversity Quiz Prelims by Quiz Club, IIT Kanpur
 
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptxA Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
 
Creation or Update of a Mandatory Field is Not Set in Odoo 17
Creation or Update of a Mandatory Field is Not Set in Odoo 17Creation or Update of a Mandatory Field is Not Set in Odoo 17
Creation or Update of a Mandatory Field is Not Set in Odoo 17
 
220711130083 SUBHASHREE RAKSHIT Internet resources for social science
220711130083 SUBHASHREE RAKSHIT  Internet resources for social science220711130083 SUBHASHREE RAKSHIT  Internet resources for social science
220711130083 SUBHASHREE RAKSHIT Internet resources for social science
 
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
 
Information and Communication Technology in Education
Information and Communication Technology in EducationInformation and Communication Technology in Education
Information and Communication Technology in Education
 
How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
 
The basics of sentences session 7pptx.pptx
The basics of sentences session 7pptx.pptxThe basics of sentences session 7pptx.pptx
The basics of sentences session 7pptx.pptx
 
Brand Guideline of Bashundhara A4 Paper - 2024
Brand Guideline of Bashundhara A4 Paper - 2024Brand Guideline of Bashundhara A4 Paper - 2024
Brand Guideline of Bashundhara A4 Paper - 2024
 
Accounting for Restricted Grants When and How To Record Properly
Accounting for Restricted Grants  When and How To Record ProperlyAccounting for Restricted Grants  When and How To Record Properly
Accounting for Restricted Grants When and How To Record Properly
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
 

2013 - Correlating exoenzyme activities, operacional parameters, cellular viability and EPS in a MBR

  • 1. Correlating exoenzyme activities, operational parameters, cell viability and EPS in a membrane bioreactor treating domestic wastewater 828 I. Amorós1, C. Grañana1, L. Borrás2, E. Zuriaga-Agustí3, A. Zornoza1 and J.L. Alonso1 1Instituto INTRODUCTION Universitario de Ingeniería del Agua y Medio Ambiente, (IIAMA). Universitat Politècnica de València, Spain (e-mail: jalonso@ihdr.upv.es) 2Departamento de Ingeniería Química, Universitat de València, 46100 Burjassot, Valencia, Spain 3Instituto de Seguridad Industrial, Radiofísica y Medioambiental (ISIRYM), Universitat Politècnica de València, Spain Membrane biorreactors (MBR )systems are based on the combination of the activated sludge system and membrane technologies to separate the particulate material from water, avoiding the need of a secondary clarifier. The main operational problem in MBRs is the membrane fouling or biofouling. Equalization Tank CAS Aeration Tank Secondary clarifier MBR Effluent Tank Effluent Water Wastewater Equalization Tank Effluent Tank Effluent Water Wastewater Activated Sludge Activated Sludge Figure 1. Scheme of Activated Sludge and MBR treatments Bacteria present in the biomass of an activated sludge system produce sticky compounds denominated extracellular polymeric substances (EPS) which result from active bacterial secretion, shed from the cell surface or cell lysis and mediate their adhesion to surfaces as the submerged membrane module. After long time filtration of wastewater, both accumulation of EPS and amount of microbial populations reach to maximum, which also indicate the minimum permeating capacity of a membrane module. EPS are mainly polysaccharides, proteins, nucleic acids and lipids. Recent studies point to EPS as the main cause of membrane fouling. Relationships between them and operational parameters as potential foulants have been determined. Enzymatic activity is involved in the degradation of biopolymers and cell viability gives information about cells damaged. MATERIALS AND METHODS Figure 2. Biofouling Sludge Samples from a MBR treating domestic wastewater (316 m3) have been analysed for Exoenzymatic activities (β-glucuronidase and phosphatase), protein, carbohydrates and cell viability. After that statistical analyses were carried out by using Canonical correspondance analyses (CCA), a method of direct gradient analysis. • β-glucuronidase and phosphatase: Determined by fluorogenic substrate (ELF 97) which yields and insoluble fluorescent precipitate upon cleavage the enzyme. The spatial distribution of enzymatic activity in whole flocs are detected by epifluorescence microscopy and quantification by using an optimization of Matlab®. • EPS: were extracted by chemical extraction with cation exchange resin (CER) and later analyses with BCA (proteins) and anthrone (carbohydrates). • Cell viability: Kit Backlight and fluorescence microscopy. Table 1. Operating parameters and influent characteristics Operational parameters and physicho-chemicals parameters were supplied by the treatment plant. RESULTS Range Standard deviation 1004 180-2326 814 HRT 56.9 47.1-65.7 6.4 OLR 0.014 0.01-0.02 0.004 mg·L-1 MLSS 9853 8232-11648 1259 mg·L-1 MLVSS 7626 6127-8796 1006.407 °C Tr 22.0 18.3-28.4 4.0409 % %MLVSS 77.3 74.1-80.5 2.3 pH_inf 8.1 8-8.4 0.1 mg·L-1 BOD5_inf 234 180-290 37 Parameters Units Excess sludge production Hydraulic retention time Kg·d-1 ESP h Kg BOD/kg MLVSS day Organic loading rate Acronym Average Mixed liquor suspended solids Mixed liquor volatile suspended solids Temperature in reactor Percentage of Mixed liquor volatile suspended solids pH in influent Biological oxygen demand in influent Chemical oxygen demand in influent Conductivity in influent Figure 5. Cell viability Figure 4. Quantification of enzymatic activity (Matlab) Enzymatic Activity mg·L-1 COD_inf 521 371-636 85 µS/cm Cond_inf 2780 2680-2830 58 Total nitrogen in influent Total bacteria mg l-1 TN_inf 69.6 60.1-79.7 6.2 Figure 3. Enzymatic activity 50 5 40 Phosphatase 3 30 2 20 1 10 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 Sample Figure 6. EPS vs glucoronidase and phosphatase activity EPS (mg/g VSS) % Activity Carbohydrates % Exoenzimatic Activity Glucuronidase 4 Proteins 4 40 Glucoronidase Phosphatase 30 3 20 2 10 1 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 Sample Figure 7. Proteins and carbohydrates vs glucoronidase and phosphatase activity Proteins (mg BSA/g SVS) Carbohydrates (mg Glucose/gVSS) EPS 0,8 0,6 0,6 0,4 0,4 Tr 0,2 0 OLR -0,2 -0,4 0,2 Phosphatase HRT EPS Carbohydrates Cell viability MLSS Proteins MLVSS Glucuronidase %MLVSS ESP -0,6 TP_inf TN_inf cond_inf F2 (14,00 %) 50 F2 (21,10 %) 5 EPS Proteins Phosphatase Cell viability pH_inf carbohydrates Glucuronidase 0 -0,2 -0,4 BOD5_inf COD_inf -0,6 -0,8 -1 -1,4 -1,2 -1 -0,8 -0,6 -0,4 -0,2 -0,8 0 0,2 0,4 0,6 0,8 1 1,2 1,4 -1 -0,8 -0,6 -0,4 -0,2 0,2 0,4 0,6 0,8 1 F1 (77,43 %) F1 (73,60 %) Figure 8. Biplot Cell viability, EPS, exoenzimatic activities - Operational parameters (axes F1 y F2: 94,71%) 0 Figure 9. Biplot Cell viability, EPS, exoenzimatic activities – Influent pysicochemical parameters (axes F1 y F2: 91,43%) Results showed that 94% of cells from the MBR were viable and only 6% of the cells were damaged. CCA results revealed the relationships between exoenzymatic activities, cell viability and EPS with the operational parameters and wastewater influent characteristics. Phosphatase was correlated with high levels of hydraulic retention time (HRT), while βglucuronidase was related with excess sludge production (ESP). Bioreactor temperature (Tr) correlated negatively with β- gucuronidase and phosphatase in agreement with other works. Results of biplot analysis of influent water showed an inverse relationship between the concentration of total phosphorus (TP) and the phosphatase and β-gucuronidase exoenzimatic activities. The increase in the availability of C in the influent might have contribute negatively to the phosphatase activity. CONCLUSIONS  Studies on the interacting biological, chemical and physical phenomena in MBRs and innovative techniques to determine processes can contribute to a better knowledge of biofouling and might lead to more robust MBRs operation. ACKNOWLEDGEMENTS: This work was supported by grant no. ALI CGL2011-29231-C05-01 from the Spanish Ministry of Economy and Competitiveness.