ES9324 MODELING OF ENVIRONMENTAL SYSTEMS SYLLABUS | ANNA UNIVERSITY ME/M.Tech ENVIRONMENTAL SCIENCE AND ENGINEERING 2nd SEMESTER SYLLABUS REGULATION 2009 2011 2012-2013 BELOW IS THE ANNA UNIVERSITY SECOND SEMESTER M.E/M.Tech ENVIRONMENTAL SCIENCE AND ENGINEERING DEPARTMENT SYLLABUS, TEXTBOOKS, REFERENCE BOOKS,EXAM PORTIONS,QUESTION BANK,PREVIOUS YEAR QUESTION PAPERS,MODEL QUESTION PAPERS, CLASS NOTES, IMPORTANT 2 MARKS, 8 MARKS, 16 MARKS TOPICS. IT IS APPLICABLE FOR ALL STUDENTS ADMITTED IN THE YEAR 2011 2012-2013 (ANNA UNIVERSITY CHENNAI,TRICHY,MADURAI,TIRUNELVELI,COIMBATORE), 2009 REGULATION OF ANNA UNIVERSITY CHENNAI AND STUDENTS ADMITTED IN ANNA UNIVERSITY CHENNAI DURING 2010
ES9324 MODELING OF ENVIRONMENTAL SYSTEMS L T P C
3 0 0 3
UNIT I 9
Basic concepts in ecology and ecological modeling, Population Dynamics: Birth and
death processes. Single species growth, Prey-predator models: Lotka-Volterra,
Rosenzweig-MacArther, Kolmogorov models. Multi-species modeling, Primary
production, primary and secondary consumers, Structural analysis and stability of
complex ecosystems.
UNIT II 9
Continuous-Flow Reactor Modeling: CSTR, Plug-Flow, Dispersion. A case study of a
tubular reactor with axial dispersion, Parameter Calibration: Search algorithms for
nonlinear dynamical models, Variance of estimated parameters. Application to Monod
and Haldane kinetics.
UNIT III 9
Basic mechanisms of river self-purification, Streeter-Phelps and Dobins models. More
complex chemical and ecological models. Pollutant and nutrient dynamics. Dissolved
Oxygen dynamics.
UNIT IV 9
Fundamentals of microbial dynamics and energetics. Pollutant/Microorganisms
interactions, Requirements for carbon and nutrient removal. Activated sludge: Process
schemes: completely mixed, plug-flow, SBR, nutrient removal. Anaerobic digestion:
process dynamics, Operational control of wastewater treatment processes.
UNIT V 9
Fuzzy System Modeling Introduction to fuzzy sets and systems, fuzzification, implication,
connectives, defuzzification, rule-based fuzzy models with different approaches
(Mamdani and Sugeno). Cluster analysis for the classification of ecological data,.
Integration between fuzzy clustering and fuzzy models.
REFERENCES: 1. Deaton, M.L and Winebrake, J.J., Dynamic Modeling of Environmental Systems,
Springer-Verlag, 2000.
2. Orhon, D and Artan, N., Modeling of Activated Sludge Systems, Technomic Publ. Co.,
1994.
3. Chapra, S.C. Surface Water-Quality Modeling, McGraw-Hill, 1997
ES9324 MODELING OF ENVIRONMENTAL SYSTEMS L T P C
3 0 0 3
UNIT I 9
Basic concepts in ecology and ecological modeling, Population Dynamics: Birth and
death processes. Single species growth, Prey-predator models: Lotka-Volterra,
Rosenzweig-MacArther, Kolmogorov models. Multi-species modeling, Primary
production, primary and secondary consumers, Structural analysis and stability of
complex ecosystems.
UNIT II 9
Continuous-Flow Reactor Modeling: CSTR, Plug-Flow, Dispersion. A case study of a
tubular reactor with axial dispersion, Parameter Calibration: Search algorithms for
nonlinear dynamical models, Variance of estimated parameters. Application to Monod
and Haldane kinetics.
UNIT III 9
Basic mechanisms of river self-purification, Streeter-Phelps and Dobins models. More
complex chemical and ecological models. Pollutant and nutrient dynamics. Dissolved
Oxygen dynamics.
UNIT IV 9
Fundamentals of microbial dynamics and energetics. Pollutant/Microorganisms
interactions, Requirements for carbon and nutrient removal. Activated sludge: Process
schemes: completely mixed, plug-flow, SBR, nutrient removal. Anaerobic digestion:
process dynamics, Operational control of wastewater treatment processes.
UNIT V 9
Fuzzy System Modeling Introduction to fuzzy sets and systems, fuzzification, implication,
connectives, defuzzification, rule-based fuzzy models with different approaches
(Mamdani and Sugeno). Cluster analysis for the classification of ecological data,.
Integration between fuzzy clustering and fuzzy models.
REFERENCES: 1. Deaton, M.L and Winebrake, J.J., Dynamic Modeling of Environmental Systems,
Springer-Verlag, 2000.
2. Orhon, D and Artan, N., Modeling of Activated Sludge Systems, Technomic Publ. Co.,
1994.
3. Chapra, S.C. Surface Water-Quality Modeling, McGraw-Hill, 1997
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