메뉴 건너뛰기




Volumn 102, Issue 2, 2009, Pages 445-456

Advanced monitoring of high-rate anaerobic reactors through quantitative image analysis of granular sludge and multivariate statistical analysis

Author keywords

Anaerobic granular sludge; Organic loading disturbances; Principal component analysis; Quantitative image analysis

Indexed keywords

ADVANCED MONITORING; ANAEROBIC GRANULAR SLUDGE; ANAEROBIC REACTORS; EGSB REACTORS; ETHANOL CONCENTRATIONS; EXPOSURE-TIME; GRANULAR SLUDGES; HIGH LOADINGS; HIGH RATES; HIGHLY SENSITIVES; HYDRAULIC RETENTION TIME; LATENT VARIABLES; LOAD DISTURBANCES; MONITOR AND CONTROLS; MORPHOLOGICAL CHANGES; MORPHOLOGICAL INFORMATIONS; MULTIVARIATE STATISTICAL ANALYSIS; ORGANIC LOADING DISTURBANCES; ORGANIC LOADING RATES; QUANTITATIVE IMAGE ANALYSIS; REACTOR EFFICIENCIES; REACTOR PERFORMANCE; VOLATILE SUSPENDED SOLIDS; WEIGHTED SUMS;

EID: 58249083375     PISSN: 00063592     EISSN: 10970290     Source Type: Journal    
DOI: 10.1002/bit.22071     Document Type: Article
Times cited : (17)

References (31)
  • 1
    • 33847664282 scopus 로고    scopus 로고
    • Quantitative image analysis as a diagnostic tool for identifying structural changes during a revival process of anaerobic granular sludge
    • Abreu AA, Costa JC, Araya-Kroff P, Ferreira EC, Alves MM. 2007. Quantitative image analysis as a diagnostic tool for identifying structural changes during a revival process of anaerobic granular sludge. Water Res 41(7):1473-1480.
    • (2007) Water Res , vol.41 , Issue.7 , pp. 1473-1480
    • Abreu, A.A.1    Costa, J.C.2    Araya-Kroff, P.3    Ferreira, E.C.4    Alves, M.M.5
  • 2
    • 0035238838 scopus 로고    scopus 로고
    • Effects of lipids and oleic acid on biomass development in anaerobic fixed bed reactors. Part I. Biofilm growth and activity
    • Alves MM, Mota Vieira JA, Álvares Pereira RM, Pereira MA, Mota M. 2001. Effects of lipids and oleic acid on biomass development in anaerobic fixed bed reactors. Part I. Biofilm growth and activity. Water Res 35:255-263.
    • (2001) Water Res , vol.35 , pp. 255-263
    • Alves, M.M.1    Mota Vieira, J.A.2    Álvares Pereira, R.M.3    Pereira, M.A.4    Mota, M.5
  • 4
    • 3042717898 scopus 로고    scopus 로고
    • Development of image analysis techniques as a tool to detect and quantify morphological changes in anaerobic sludge. II. Application to a granule deterioration process triggered by contact with oleic acid
    • Amaral AL, Pereira MA, da Motta M, Pons M-N, Mota M, Ferreira EC, Alves MM. 2004. Development of image analysis techniques as a tool to detect and quantify morphological changes in anaerobic sludge. II. Application to a granule deterioration process triggered by contact with oleic acid. Biotechnol Bioeng 87(2):194-199.
    • (2004) Biotechnol Bioeng , vol.87 , Issue.2 , pp. 194-199
    • Amaral, A.L.1    Pereira, M.A.2    da Motta, M.3    Pons, M.-N.4    Mota, M.5    Ferreira, E.C.6    Alves, M.M.7
  • 6
    • 3042713136 scopus 로고    scopus 로고
    • Development of image analysis techniques as a tool to detect and quantify morphological changes in anaerobic sludge. I. Application to granulation process
    • Araya-Kroff P, Amaral AL, Neves L, Ferreira EC, Pons M-N, Mota M, Alves MM. 2004. Development of image analysis techniques as a tool to detect and quantify morphological changes in anaerobic sludge. I. Application to granulation process. Biotechnol Bioeng 87(2):184-193.
    • (2004) Biotechnol Bioeng , vol.87 , Issue.2 , pp. 184-193
    • Araya-Kroff, P.1    Amaral, A.L.2    Neves, L.3    Ferreira, E.C.4    Pons, M.-N.5    Mota, M.6    Alves, M.M.7
  • 7
    • 34548228628 scopus 로고    scopus 로고
    • Quantitative image analysis as a diagnostic tool for monitoring structural changes of anaerobic granular sludge during detergent shock loads
    • Costa JC, Abreu AA, Ferreira EC, Alves MM. 2007. Quantitative image analysis as a diagnostic tool for monitoring structural changes of anaerobic granular sludge during detergent shock loads. Biotechnol Bioeng 98(1):60-68.
    • (2007) Biotechnol Bioeng , vol.98 , Issue.1 , pp. 60-68
    • Costa, J.C.1    Abreu, A.A.2    Ferreira, E.C.3    Alves, M.M.4
  • 11
    • 0029932879 scopus 로고    scopus 로고
    • Detection and localization of syntrophic propionate-oxidizing bacteria in granular sludge by in situ hybridization using 16S rRNA-based oligonucleotide probes
    • Harmsen HJM, Kengen HMP, Akkermans ADL, Stams AJM, de Vos WM. 1996. Detection and localization of syntrophic propionate-oxidizing bacteria in granular sludge by in situ hybridization using 16S rRNA-based oligonucleotide probes. Appl Environ Microbiol 62(5):1656-1663.
    • (1996) Appl Environ Microbiol , vol.62 , Issue.5 , pp. 1656-1663
    • Harmsen, H.J.M.1    Kengen, H.M.P.2    Akkermans, A.D.L.3    Stams, A.J.M.4    de Vos, W.M.5
  • 12
    • 0031662547 scopus 로고    scopus 로고
    • Novel technique for measuring the size distribution of granules from anaerobic reactors for wastewater treatment
    • Jeison D, Chamy R. 1998. Novel technique for measuring the size distribution of granules from anaerobic reactors for wastewater treatment. Biotechnolgy Tech 12(9):659-662.
    • (1998) Biotechnolgy Tech , vol.12 , Issue.9 , pp. 659-662
    • Jeison, D.1    Chamy, R.2
  • 13
    • 33746595268 scopus 로고    scopus 로고
    • Use of image analysis for sludge characterisation: Studying the relation between floc shape and sludge settleability
    • Jenné R, Banadda EN, Gins G, Deurinck J, Smets IY, Geeraerd AH, Van Impe JF. 2006. Use of image analysis for sludge characterisation: Studying the relation between floc shape and sludge settleability. Water Sci Technol 54(1):167-174.
    • (2006) Water Sci Technol , vol.54 , Issue.1 , pp. 167-174
    • Jenné, R.1    Banadda, E.N.2    Gins, G.3    Deurinck, J.4    Smets, I.Y.5    Geeraerd, A.H.6    Van Impe, J.F.7
  • 14
    • 0346911568 scopus 로고    scopus 로고
    • Nonlinear process monitoring using kernel principal component analysis
    • Lee JM, Yoo CK, Choi SW, Vanrolleghem PA, Lee IB. 2004. Nonlinear process monitoring using kernel principal component analysis. Chem Eng Sci 59:223-234.
    • (2004) Chem Eng Sci , vol.59 , pp. 223-234
    • Lee, J.M.1    Yoo, C.K.2    Choi, S.W.3    Vanrolleghem, P.A.4    Lee, I.B.5
  • 15
    • 33745673605 scopus 로고    scopus 로고
    • Multivariate online monitoring of a full-scale biological anaerobic filter process using kernel-based algorithms
    • Lee DS, Lee MW, Woo SH, Kim Y-J, Park JM. 2006. Multivariate online monitoring of a full-scale biological anaerobic filter process using kernel-based algorithms. Ind Eng Chem Res 45:4335-4344.
    • (2006) Ind Eng Chem Res , vol.45 , pp. 4335-4344
    • Lee, D.S.1    Lee, M.W.2    Woo, S.H.3    Kim, Y.-J.4    Park, J.M.5
  • 16
    • 0028887804 scopus 로고
    • Anaerobic digestion and wastewater treatment systems
    • Lettinga G. 1995. Anaerobic digestion and wastewater treatment systems. Antoine van Leeuwenhoek 67:3-28.
    • (1995) Antoine van Leeuwenhoek , vol.67 , pp. 3-28
    • Lettinga, G.1
  • 17
    • 0034301495 scopus 로고    scopus 로고
    • W, Yue H, Valle-Cervantes S, Qin SJ. 2000. Recursive PCA for adaptive process monitoring. J Process Control 10:471-486.
    • W, Yue H, Valle-Cervantes S, Qin SJ. 2000. Recursive PCA for adaptive process monitoring. J Process Control 10:471-486.
  • 18
    • 34249747256 scopus 로고    scopus 로고
    • J, Garny K, Neu T, He M, Lindenblatt C, Horn H. 2007. Comparison of some characteristics of aerobic granules and sludge flocs from sequencing batch. Water Sci Technol 55(8-9):403-411.
    • J, Garny K, Neu T, He M, Lindenblatt C, Horn H. 2007. Comparison of some characteristics of aerobic granules and sludge flocs from sequencing batch. Water Sci Technol 55(8-9):403-411.
  • 19
    • 0036216418 scopus 로고    scopus 로고
    • Characterization of microbial community in granular sludge treating brewery wastewater
    • Liu WT, Chan O-C, Fang HHP. 2002a. Characterization of microbial community in granular sludge treating brewery wastewater. Water Res 36:1767-1775.
    • (2002) Water Res , vol.36 , pp. 1767-1775
    • Liu, W.T.1    Chan, O.-C.2    Fang, H.H.P.3
  • 21
    • 0037211484 scopus 로고    scopus 로고
    • Mechanisms and models for anaerobic granulation in upflow anaerobic sludge blanket reactor
    • Liu Y, Xu H, Yang S, Tay J. 2003. Mechanisms and models for anaerobic granulation in upflow anaerobic sludge blanket reactor. Water Res 37:661-673.
    • (2003) Water Res , vol.37 , pp. 661-673
    • Liu, Y.1    Xu, H.2    Yang, S.3    Tay, J.4
  • 22
    • 13844281097 scopus 로고    scopus 로고
    • From tables from visuals: Principal component analysis. Part 2. Practical data handling
    • Massart DL, Vander Heyden Y. 2005. From tables from visuals: Principal component analysis. Part 2. Practical data handling. LC-GC 18(2):84-89.
    • (2005) LC-GC , vol.18 , Issue.2 , pp. 84-89
    • Massart, D.L.1    Vander Heyden, Y.2
  • 23
    • 4644295749 scopus 로고    scopus 로고
    • Microbial population dynamics during start-up and overload conditions of anaerobic digesters treating municipal solid waste and sewage sludge
    • McMahon KD, Zheng D, Stams AJM, Mackie RI, Raskin L. 2004. Microbial population dynamics during start-up and overload conditions of anaerobic digesters treating municipal solid waste and sewage sludge. Biotechnol Bioeng 87(7):823-834.
    • (2004) Biotechnol Bioeng , vol.87 , Issue.7 , pp. 823-834
    • McMahon, K.D.1    Zheng, D.2    Stams, A.J.M.3    Mackie, R.I.4    Raskin, L.5
  • 24
    • 0033988741 scopus 로고    scopus 로고
    • Biomass quantification by image analysis
    • Pons MN, Vivier H. 1999. Biomass quantification by image analysis. Adv Biochem Eng/Biotechnol 66:133-184.
    • (1999) Adv Biochem Eng/Biotechnol , vol.66 , pp. 133-184
    • Pons, M.N.1    Vivier, H.2
  • 28
    • 0032189752 scopus 로고    scopus 로고
    • Stability enhancement of anaerobic digestion through membrane gas extraction under organic shock loads
    • Voolapalli RK, Stuckey DC. 1998. Stability enhancement of anaerobic digestion through membrane gas extraction under organic shock loads. J Chem Technol Biotechnol 73:153-161.
    • (1998) J Chem Technol Biotechnol , vol.73 , pp. 153-161
    • Voolapalli, R.K.1    Stuckey, D.C.2
  • 29
    • 0030200645 scopus 로고    scopus 로고
    • Measurement of filamentous cyanobacteria by image analysis
    • Walsby AE, Avery A. 1996. Measurement of filamentous cyanobacteria by image analysis. J Microbiol Methods 26:11-20.
    • (1996) J Microbiol Methods , vol.26 , pp. 11-20
    • Walsby, A.E.1    Avery, A.2
  • 30
    • 0030530039 scopus 로고    scopus 로고
    • The process chemometrics approach to process monitoring and fault detection
    • Wise BM, Gallagher NB. 1996. The process chemometrics approach to process monitoring and fault detection. J Proc Cont 6(6):329-348.
    • (1996) J Proc Cont , vol.6 , Issue.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2
  • 31
    • 0018937137 scopus 로고
    • Characterization of an acetate-decarboxylating, non-hydrogen-oxidizing methane bacterium
    • Zehnder AJB, Huser BA, Brock TD, Wuhrmann K. 1980. Characterization of an acetate-decarboxylating, non-hydrogen-oxidizing methane bacterium. Arch Microbiol 124:1-11.
    • (1980) Arch Microbiol , vol.124 , pp. 1-11
    • Zehnder, A.J.B.1    Huser, B.A.2    Brock, T.D.3    Wuhrmann, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.