Correlation between sludge settling ability and image analysis information using partial least squares

Analytica Chimica Acta

Volumn 642, Issue 1-2, 2009, Pages 94-101

  Mesquita, D P ^a   Dias, O ^a   Dias, A M A ^a   Amaral, A L ^a,b   Ferreira, E C ^a  

^a UNIVERSITY OF MINHO   (Portugal)

^b POLYTECHNIC INSTITUTE OF COIMBRA   (Portugal)

Author keywords

Activated sludge; Image analysis; Partial least squares; Sludge volume index

Indexed keywords

ACTIVATED SLUDGE; FILAMENTOUS BACTERIA; MATLAB ENVIRONMENTS; MICROBIAL AGGREGATES; MICROSCOPIC PROPERTIES; PARTIAL LEAST SQUARES; SLUDGE SETTLING; SLUDGE VOLUME INDEX; SOLID-LIQUID SEPARATIONS;

BACTERIOLOGY; BIOACTIVITY; BIOCONVERSION; BIOLOGICAL SYSTEMS; CURVE FITTING; IMAGE ANALYSIS; LEAST SQUARES APPROXIMATIONS; MATLAB; MULTIVARIANT ANALYSIS; PILOT PLANTS;

ACTIVATED SLUDGE PROCESS;

ACTIVATED SLUDGE; ARTICLE; CORRELATION ANALYSIS; IMAGE ANALYSIS; LIQUID; PARTIAL LEAST SQUARES REGRESSION; PRIORITY JOURNAL; SEPARATION TECHNIQUE; SLUDGE SETTLING; SOLID;

ALGORITHMS; FLOCCULATION; IMAGE PROCESSING, COMPUTER-ASSISTED; LEAST-SQUARES ANALYSIS; MODELS, STATISTICAL; SEWAGE; WASTE DISPOSAL, FLUID;

EID: 65449186954     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2009.03.023     Document Type: Article

References (25)

1. Li X., and Yuan Y. Water Res. 36 (2002) 3110
2. In: Bitton G. (Ed). Wastewater Microbiology (1994), Wiley/Liss, New York
3. da Motta M., Pons M.N., and Roche N. Water Sci. Technol. 43 7 (2001) 91
4. Amaral A.L., and Ferreira E.C. Anal. Chim. Acta 544 (2005) 246
5. Jenkins D., Richard M.G., and Daigger G.T. Manual on the Causes and Control of Activated Sludge Bulking and Foaming (1986), WRC, Pretoria and USEPA, Cincinnati
6. Jenné R., Banadda E.N., Deurinck J., Smets I.Y., Geeraerd A.H., and Van Impe J.F. Water Sci. Technol. 54 1 (2006) 167
7. Jenné R., Banadda E.N., Smets I.Y., and Van Impe J.F. Water Sci. Technol. 50 (2004) 281
8. Jenné R., Banadda E.N., Smets I.Y., Deurinck J., and Van Impe J.F. Microsc. Microanal. 13 (2007) 36
9. da Motta M., Amaral A.L., Casellas M., Pons M.N., Dagot C., Roche N., Ferreira E.C., and Vivier H. IFAC Comput. Appl. Biotechnol. (2001) 427
10. da Motta M., Pons M.N., Roche N.N., and Vivier H. Biochem. Eng. J. 9 (2001) 165
11. Palm J.C., Jenkins D., and Parker D.S. J. Water Pollut. Control Fed. 52 10 (1980) 2484
12. Dagot C., Pons M.N., Casellas M., Guibaud G., Dollet P., and Baudu M. Water Sci. Technol. 43 3 (2001) 27
13. Sezgin M. Water Sci. Technol. 16 (1982) 83
14. Matsui S., and Yamamoto R. Water Sci. Technol. 16 (1984) 69
15. Ganczarczyk J.J. Water Sci. Technol. 30 (1994) 87
16. Grijspeerdt K., and Verstraete W. Water Res. 31 (1997) 1126
17. APHA, AWWA, and WPCF. Standard Methods for the Examination of Water and Wastewater (1989), American Public Health Association, Washington, DC
18. A.L. Amaral. Image analysis in biotechnological processes: applications to wastewater treatment, Ph.D. Thesis, Braga, Portugal, 2003, http://hdl.handle.net/1822/4506.
19. Walsby A.E., and Avery A. J. Microbiol. Methods 26 (1996) 11
20. Glasbey C.A., and Horgan G.W. Image Analysis for the Biological Sciences (1995), Wiley, Chichester
21. Russ C.R. The Image Processing Handbook (1995), CRC Press, Boca Raton, FL
22. Teppola P., Mujunen S.-P., and Minkkinen P. Chem. Intell. Lab. Syst. 38 (1997) 197
23. Wold S., Sjöström M., and Eriksson L. Chemom. Intell. Lab. Syst. 58 (2001) 109
24. Aarnio P., and Minkkinen P. Anal. Chim. Acta 191 (1986) 457-460
25. Umetri A.B. User's Guide to SIMCA (1998) CD-ROM