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Mass Balance, Kinetics & Reactors Dr. Martin T. Auer MTU Department of Civil & Environmental Engineering Some concepts and definitions Sustainability In our every deliberation we must consider the impact of our decisions on the next seven generations. Iroquois Confederacy We seek to meet the needs of the present without compromising the ability of future generations to meet their own needs. World Commission on Environment and Development, 1987 Modeling: an alternative to build and measure, providing a more rational basis for making water quality control decisions, such a basis to include a defensible, credible, predictive framework, within the larger framework of cost-benefit analysis. Definition: a mathematical model is an idealized formulation that represents the response of a physical system to external stimuli. Chapra 1997, p. 10 Modeling and Environmental Engineering …the environmental engineering equivalent of building a bridge to nowhere. (Thomann and Mueller 1987, p. ix) http://www.zen39641.zen.co.uk/ps/ Modeling and Environmental Engineering …the environmental engineering equivalent of building a bridge that falls down. (Thomann and Mueller 1987, p. ix) http://www.jansenkiener.com/Bridge%20Engineering.htm Modeling and Environmental Engineering …the question is not will a system will respond, but rather when and to what extent. (Cooke et al. 1999) and, as engineers, we might add ‘at what cost’? Reactor Analogs – Natural Systems Plug Flow Reactor Completely-Mixed Flow Reactor Fox River Wisconsin Mille Lacs Lake Minnesota Reactor Analogs – Engineered Systems Plug Flow Reactor Completely-Mixed Flow Reactor Resin-Based Water Softener Wastewater Primary Clarifier Soaking Rain Dream Car CMF Reactor Control Volume Zero Order Kinetics Oxygen in Dollar Bay Ct = -k∙t + C0 Dollar Bay Dissolved Oxygen (mg/L) 12 10 8 6 4 2 0 0 30 60 90 120 150 180 210 240 270 300 330 360 Day of Year Dollar Bay Dissolved Oxygen (mg/L) 10 y = -0.1285x + 23.752 2 8 R = 0.9759 6 4 2 Zero Order k = 0.13 mg∙L-1∙d-1 0 0 30 60 90 120 150 180 210 240 270 300 330 360 Day of Year First Order Kinetics Radioisotope Decay lnCt = -k∙t + lnC0 Pb-210 Radioisotope Concentration 1.0 0.8 0.6 0.4 0.2 0.0 0 20 10 30 40 60 50 70 80 90 100 Time (yr) Pb-210 Radioisotope Concentration 0 k = 0.036 yr-1 -1 t0.5 = 19.25 yr -2 y = -0.036x + 6E-16 -3 2 R =1 -4 0 20 40 60 Time (yr) 80 100 Temperature and Kinetics Rate Coefficient (d -1) Theta Function 4 Q 3 1.08 2 1.04 1 1.00 0 0 5 10 15 20 25 30 35 Temperature (°C) (T 20) kT k20 Q 40 Temperature and Kinetics WWTP Nitrification 2 3 Effluent Ammonia Load (MT∙d-1) OrgN NH3 NO NO J F M A M J J A S O N D CMF Reactor with first order decay dC V Q Cin Q C V k C dt Sonora River at Arizpe, Mexico Image courtesy of Agustin Robles Morua Chloride in 9 Mile Creek For many years, Allied Chemical and its ancestors produced soda ash … a chemical used to soften water and in the manufacture of glass, soap, and paper. The raw materials were two locally abundant minerals: CaCO 3 + NaCl Na 2 CO 3 + CaCl 2 and the products were soda ash (Na2CO3) and calcium chloride (CaCl2) waste. The wastes were deposited in 2000 acres of lagoons along the banks of 9 Mile Creek. The waste continually leaks from the lagoons into the creek, making the water highly ‘salty’. Chloride in 9 Mile Creek Cmb Cup Qup + Cin Qin Qup + Qin BATCH Reactor with first order decay dC V Q Cin Q C V k C dt dC k C dt BATCH Reactor with first order decay Concentration dC k C dt Ct C0 e Distance or TimeTime (yr) k t Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Batch Reactor in Pipe Concentration PFR = Train of Batch Reactors Distance or TimeTime (yr) To Water Quality CMF Reactor dC V Q Cin Q C V k C dt and, at steady state Q Css Cin Q +V k Change in Css concentration Css,1 Css,2 time Time-Variable Response concentration FG1 + k IJ t C t C ss1 e Ht K C t C ss2 F FGH IJK I G 1 e J H K 1 + k t t F G H FG1 + kIJ t FG1 + kIJ t H K C t C ss1 e Ht K + C ss2 1 e t time I JK Response Time t95% ln 0.05 1 +k t95% 3 1 t t +k Rate Coefficients ‘fast’ k, 30 yr-1 ‘slow’ k, 0.03 yr-1 Wastewater Treatment Drinking Water Treatment Grit removal, 0.5 hr 1°, 2° settling, 1-2 hr Activated sludge, 4-8 hr Anaerobic digestion, 15-30 d Rapid mix, <1 min Flocculator, 30 min Disinfection, 15 min Natural Systems Onondaga Lake (0.25 yr) Lake Ontario (8 yr) Lake Michigan (136 yr) Lake Superior (179 yr) SS CMF Application to Lakes dP V W Q·P V ·k ·P dt where W = Q∙Cin, i.e. the loading SS CMF Application to Lakes dP V W Q·P V ·k ·P dt v k and H V A H dP V · W Q·P v·A·P dt W @ SS , P Q + v·A PF-CMF Comparison: Reactor Efficiency PF-CMF Comparison: Sensitivity to Spikes Mass Transport CMF Reactor PF Reactor 8 8 Lake Huron Saginaw Bay Advection and Diffusion advection alone diffusion alone advection plus diffusion Diffusion PCBs PCBs are a family of chemical compounds formed by the addition of chlorine to biphenyl (C12H10). There are 10 substitution positions where chlorine may be added, leading to a possible 209 unique chemical compounds termed congeners. 3 2 2’ 3’ 4’ 4 5 6 6’ 5’ ClnH(10-n) Congeners have been assigned numbers (1209) and are also classified by the positions occupied by chlorine. Referencing the substitution positions in the figure above, three examples are: Congener 1: 2-Chlorobiphenyl Congener 101: 2,2’,4,5,5’-Pentachlorobiphenyl Congener 209: Decachlorobiphenyl Example 4.14 PCBs in Lake Superior Dr. Perlinger’s research group sampling on Lake Superior aboard the U.S. EPA research vessel Lake Guardian. air water