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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.5
- 수록면
- 45 - 50 (6page)
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초록· 키워드
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The mathematical modeling of a biofilter for effective biological gas removal has been problematic because of uncertain parameters incorporated into complicated equations. These parameters represent the critical factors in biofilter design and operation, such as mass transfer, biodegradation, and subsequent biofilm growth. Such parameters, which are highly site specific, should be estimated in biofilter operation. To resolve this issue, the application of the original Genetic Algorithm (GA) and its modified technique, an improved differential evolution method, was investigated as a global optimization technique, for optimal estimation of the parameters. Previous studies on the application of GA to biofiltration modeling were reviewed. Based on the review, a proper GA application strategy was developed by integrating GA with other conventional optimization and scientific/engineering-based models for enhanced computational efficiency. Thereby, the optimality of the strategy for parameter estimation was confirmed.
목차
ABSTRACT
1. Introduction
2. Conceptual Description of Biofiltration
3. Application of GA for Estimation of Biofilter Parameters
4. Future Directions
5. Conclusion
References
참고문헌 (22)
참고문헌 신청
Diks RMM / 1991 / Verification studies of a simplified model for the removal of dichloromethane from waste gases using a biological trickling filter(Part II) / Bioprocess Eng 6:131~140
Diks RMM / 1991 / Verification studies of a simplified model for the removal of dichloromethane from waste gases using a biological trickling filter(Part I) / Bioprocess Eng 6:93~99
Barton JW / 1999 / Estimation of mass transfer and kinetics in operating trickle-bed bioreac-tors for removal of VOCs / Environ Prog 18:87~92
Barton JW / 1998 / Microbial removal of alkanes from dilute gaseous waste streams : mathe-matical modeling of advanced bioreactor systems / J Chem Technol Biotechnol 72:93~98
Barton JW / 1997 / Microbial removal of alkanes from dilute gaseous waste streams: kinetics and mass transfer considerations / Biotechnol Prog 13:814~821
Diks RMM / 1991 / Verification studies of a simplified model for the removal of dichloromethane from waste gases using a biological trickling filter(Part I) / Bioprocess Eng 6:93~99
Barton JW / 1999 / Estimation of mass transfer and kinetics in operating trickle-bed bioreac-tors for removal of VOCs / Environ Prog 18:87~92
Barton JW / 1998 / Microbial removal of alkanes from dilute gaseous waste streams : mathe-matical modeling of advanced bioreactor systems / J Chem Technol Biotechnol 72:93~98
Barton JW / 1997 / Microbial removal of alkanes from dilute gaseous waste streams: kinetics and mass transfer considerations / Biotechnol Prog 13:814~821
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