Design and Operation of a Bench Scale Continuous Flow Waste Water Treatment Plant By: Stephen Mirabello And Allison Muehe CEE 453 Fall 2004 ABSTRACT .................................................................................................................................................. 3 OBJECTIVE AND INTRODUCTION....................................................................................................... 3 Figure 1: Adopted diagram of effluent turbidity verses coagulant dose 1.................................... 4 Table 1: Summary of variables states for each trial.................................................................... 4 METHOD ...................................................................................................................................................... 4 Plant Set Up – Equipment and Flows ........................................................................................................ 6 Reactor Inflows ..................................................................................................................................... 6 Water ................................................................................................................................................ 6 Synthetic Waste ................................................................................................................................ 6 Aeration ............................................................................................................................................ 6 Recycle Stream................................................................................................................................. 6 Clarifier Flows ...................................................................................................................................... 6 Reactor Effluent ............................................................................................................................... 6 Clarifier Effluent .............................................................................................................................. 6 Pumps ................................................................................................................................................... 7 Peristaltic Pump ............................................................................................................................... 7 Centrifugal Pump ............................................................................................................................. 7 Mixers ................................................................................................................................................... 7 Stir Bar ............................................................................................................................................. 7 External Propeller............................................................................................................................. 7 Tanks/Reactors...................................................................................................................................... 7 Aeration Tank/Activated Sludge Reactor (reactor) .......................................................................... 7 Table 2: Mass balance of reactor, including parameters of the peristaltic pump ......................... 7 Clarifier/Settling Tank (clarifier) ..................................................................................................... 8 Table 3: Reactor and clarifier dimension summary .................................................................... 8 Plant Set Up – Process Controller Software ............................................................................................. 8 Black Control Box ................................................................................................................................ 8 Solenoid Valves ............................................................................................................................... 8 Stamp Box ........................................................................................................................................ 8 Sensors .................................................................................................................................................. 8 Pressure Sensors ............................................................................................................................... 8 Serial Port......................................................................................................................................... 9 States ..................................................................................................................................................... 9 Definition ......................................................................................................................................... 9 Pump Sludge .................................................................................................................................... 9 Clarifier Mixer On............................................................................................................................ 9 Centrifugal Pump Off ....................................................................................................................... 9 Completely Mix ............................................................................................................................... 9 Settle ................................................................................................................................................ 9 Off ...................................................................................................................................................10 Table 4: Summary of the process controller states for the short mix time .................................10 Table 5: Summary of the process controller states for the long mix time ..................................10 Effluent Analysis – Turbidity or TSS Measurements ................................................................................10 ANALYSIS ...................................................................................................................................................11 Figure 7: Percent removal of TSS for trials 1-4, respectively. ...................................................12 Figure 8: Turbidity of the Effluent for trials 1-4, respectively. ..................................................12 Figure 9 : Percent Change in Effluent (NTU)vs. Percent Change in Reactor (NTU) plus trend line ..............................................................................................................................................13 Figure 10. Reactor Concentration (NTU) vs. Perecnt Removal plus trendline. .........................13 Table 6 : Summary of relevant data used in graphs ....................................................................14 DISCUSSION...............................................................................................................................................14 CONLUSION ...............................................................................................................................................16 SUGGESTIONS ..........................................................................................................................................16 BIBLIOGRAPHY .......................................................................................................................................16 ABSTRACT The goal of this experiment was to turn a bench scale waste water treatment plant that was batch processes into a continuous flow system by changing the equipment and automated system. For our experiment, we varied two conditions: coagulant is in the system, and complete mixing in the clarifier. Our hypothesis, based on research from a previous experiment, was that we expected the best percent removal rate to occur when the system had both complete mixing and coagulant. We tested the efficiency of our system by measuring the turbidity of the clarifier effluent and the reactor effluent then finding the percent removal of total suspended solids. While our hypothesis seems correct, it is not thoroughly supported by the data. The total range for our percent removal was 97.95% to 98.53% with the greatest change from the initial trial occurring in the last trial. The last trial included coagulant in the system as well as complete mixing in the clarifier. This change between these two values was 0.33 or 0.34%. This small error can be attributed to an error in the measuring of the parameters. In order to obtain a true understanding of how the system would react with the same parameters varied we would have to keep the reactor concentration constant. With more data from both experiments we possibly find which parameter has the strongest effect of the percent removal, whether it is mixing, coagulant, or reactor concentration. OBJECTIVE AND INTRODUCTION The main purpose of this lab is to design, build, operate, and automate a miniature wastewater treatment plant and conduct research to optimize plant performance8. To begin with, the bench scale wastewater treatment plant was operating as a batch reactor. For the size of our lab this size is practical, however, a real wastewater facility needs to make the system continuous flow to maximize efficiency of the plant. Our goal was to make the batch reactor system into a continuous flow system to make our wastewater plant more realistic. In converting the wastewater plant from a batch to a continuous flow system, there are many equipment and automated differences. We knew the basic equipment and software conversions by referring to a group’s report from the CEE 453 spring 2004 class who tried to turn the batch reactor system into a semi-batch reactor system2. The largest difference in terms of method and equipment is the separation of the aeration and settle steps. In a batch reactor, both steps are done in one reactor; while for a continuous flow system, our reactor only acted as the aeration reactor and we added a separate clarifier tank. Last spring’s group was our major reference and the starting block for our 2 project . They measured system efficiency by the amount of volatile suspended solids (VSS) in the effluent. We decided to compare the total suspended solids (TSS) by measuring the turbidity of the clarifier effluent and aeration reactor. Turbidity refers to how clear the water is. The greater the amount of TSS in the water, the murkier it appears and the higher the measured turbidity7. In our experiment, we took turbidity measurements to compare conditions based on two variables. Unlike the previous group2, we are comparing conditions quantitatively and finding the most efficient TSS and percent TSS removal, instead of varying conditions without quantitative analysis and comparing the ‘best’ continuous flow reactor effluent VSS with the average batch reactor VSS. One condition that we varied was the amount of mixing that was conducted in the clarifier. From the spring group’s report2, we knew that we needed some kind of mixing to prevent the sludge draining in a cyclone fashion and only pumping out clear water and not the sludge that would build up on the side of the clarifier bottom. We had a short and long mixing time to either stir just the bottom sludge up or to stir the entire tank. The other variable we incorporated was adding a coagulant or not. The coagulant we used was aluminum sulfate, Al2(SO4)3. Looking at Figure 1, we chose Al2(SO4)3 verses ferrous chloride, FeCl3 at a dose of 30 mg/L because we knew the effluent turbidity would not be above 10 NTUs. Table 1 shows each variable with it’s state for the different trials. Looking at the previous group’s results2, we hypothesize that the best conditions would include coagulant and the most mixing in the clarifier tank. Dose (mg/L) Figure 1: Adopted diagram of effluent turbidity verses coagulant dose1 Table 1: Summary of variables states for each trial Trial Coagulant Mixing time 1 No Short 2 No Long 3 Yes Short 4 Yes Long METHOD The experiment consisted of three major set ups: the physical set up of equipment, the animated part consisting of process controller software, and finally the calculation of results by turbidity measurements. The actual set up can be seen in Figure 2. Figure 2: A schematic drawing of our bench scale continuous waste water treatment plant Plant Set Up – Equipment and Flows Reactor Inflows Water: The source of tap water is out of the room that is distributed at an unknown flow rate through a tube that hangs from the ceiling of the bench area. We have the water pumped in a size 15 PharMed tube by a peristaltic pump and connected with the synthetic waste tube by a T-connector that has the outgoing tube entering the aeration tank a.k.a. activated sludge reactor (reactor). Because of our continuous flow system, the water is constantly flowing. Synthetic Waste: The waste is originally at a concentration of 30X that is stored in a refrigerated 1L bottle. A tube runs from the 1 L bottle and is also pumped in a size 13 PharMed tube by the peristaltic pump to the connector piece that brings the water and waste together to flow into the reactor. Since the concentration is at 30X, the tap water must be combined at the connector to ensure a 1X concentration. The coagulant is added to the system via the waste stream by adding the solid Al2(SO4)3 into the waste bottle. Aeration: The reactor has activated sludge that needs oxygen. There is an inflow of air that has a source outside of the room to valves at each bench. From the valve, the air is passed through a tube to an air accumulator (1L Nalgene bottle) and enters into side of the reactor and disperses by a distribution stone. For the continuous flow reactor, the air flow does not need to be regulated or turned off at any time, but in case we do want to control the air flow there is a solenoid valve with a needle valve. Recycle Stream: From the bottom of the conical clarifier, there is a flow of sludge that is pumped via a centrifugal pump to the side of the reactor. Incorporated in the centrifugal pump is a solenoid valve that controls the power to the pump. Although a continuous flow reactor requires the sludge to be pumped constantly, we could not do this because of the unvarying power and tube size of the pump. Unfortunately, the peristaltic pump would not be powerful enough, nor have the right size tubing for pumping sludge. Therefore, through the process controller, the sludge is recycled for a small amount of time for each cycle. Clarifier Flows Reactor Effluent: The reactor effluent empties by a weir in the form of a ½ inch plastic tube that tops off at about 5 L in the reactor and the bottom of the plastic tube is attached to a right angle connector piece at the side of the reactor. From the side of the reactor, the effluent travels to the peristaltic pump and is pumped in size 18 PharMed tubing up to the top of the clarifier. Reactor effluent is constantly pumped at a faster rate than the combined water and waste flow because as long as the weir is set at about 5 L, the reactor will not overflow and stay at the set volume. Clarifier Effluent: The clarifier effluent is the final product. There is also a weir in the same form as in the reactor, with the right angle connector at the top of the clarifier tank. Although there is no pump for the effluent, the effluent flows because gravity makes the effluent flow out through the tubes and into the lower drain. The weir is kept at about 6 L in the clarifier. Pumps Peristaltic Pump: The pump by Cole Parmer is apart of the Masterflex series with 3 easy-load pump heads3. Each of the pump heads had a different tube sizing for the various flows to make the overall flows in the right proportions for making the synthetic waste into a 1X concentration and for the reactor effluent to have a larger flow rate than the combined flow of the tap water and waste. Centrifugal Pump: The pump by McMaster is apart of the magnetic-drive pumps that is used for high flow. Since the sludge had large particles, to ensure no blocking of the tubing, the peristaltic pump could not be used. However, the centrifugal pump had a relatively large value for the minimum flow rate and the tube size could not be altered. Therefore, the process controller had to be utilized to turn the pump on for 3.5 seconds, a value found by trial and error, in the cycle of around 600 seconds. Mixers Stir Bar: A 1 ½ inch long magnetic stir bar mixed the contents of the reactor. The stir bar mixed the solution constantly to imitate a continuously stirring tank reactor (CSTR). External Propeller: We utilized orthokinetic mixing, or forced collision due to turbulent mixing1, with a mechanical propeller that has the prop located about half a foot above the sludge exit in the clarifier. A solenoid valve controls the propeller. Tanks/Reactors Aeration Tank/Activated Sludge Reactor (reactor): The reactor consisted of a 6 L Rubbermaid square box with three outlets through the lower part of two sides for inflow tubes. Our reactor performed the function of an activated sludge reactor along with an aeration tank. The reactor had a stir bar to mimic a continuously stirring tank reactor, CSTR. Table 2 shows the mass balance of the reactor. The water, waste, and recycle stream all entered the reactor with only the reactor effluent as the outflow. The recycle stream had a variable flow rate, but made the reactor volume rise about ¼ L after 3.5 seconds of pumping, resulting in a flow rate of about 4000 mL/min. The reactor effluent had a flow rate that was more than the summation of the inflows because the reactor could never overflow. Therefore, the reactor effluent was more than 38 mL/min. Table 2: Mass balance of reactor, including parameters of the peristaltic pump Stream PharMed Tubing Size Flow rate (mL/min) Time flow in 1 cycle (s) Mass in 1 cycle (mL) Water 15 14 600 140 30X Waste 13 .5 600 5 Recycle Stream ½ inch plastic tubing ~ 4000 3.5 ~ 233 Reactor Effluent 18 >38 600 >380 Clarifier/Settling Tank (clarifier): The clarifier consists of a column with a conical bottom; the dimension of the entire tank is shown in Figure 4. The top of the clarifier is a column that holds 7 L, and the bottom cone of the clarifier holds 1 L, so the total volume of the clarifier is 8 L. There are 3 outlets from the clarifier: 2 at the bottom of the cone, 1 which is plugged and 1 which pumped sludge to the reactor; 1 at the 6 L mark at the top of the column. The outlet at the top of the column also has a plastic weir that tops off at 6.8 L and it empties the effluent into the drain by a ½ inch plastic tube. Table 3: Reactor and clarifier dimension summary Equipment Max Weir Length Width Height Top Bottom Volume Volume (L) (inch) (inch) (inch) Diameter Diameter (L) (inch) (inch) Reactor 6 5 8.5 8 7 Clarifier Column 7 6.8 11 5/8 6 3/8 6 3/8 Clarifier Cone 1 6 6 3/8 2 Typical Clarifier* 3,000,000 169 1,180 3.28 * Values taken from Metcalf and Eddy, see # 4 in the BIBLEOGRAPHY section Plant Set Up – Process Controller Software Black Control Box Solenoid Valves: Solenoids comprises of a wire coil with a mobile plunger seated against it and when an electric current is applied to the coil a magnetic field is created. The magnetic field forces the plunger to either end of the coil, acting as the valve in allowing or preventing the action6. For our experiment, we utilized 3 solenoid valves: 1 with the centrifugal pump, 1 with the airflow out of the accumulator, and 1 with the peristaltic pump. With the batch reactor, there also needs to be a solenoid valve for the stir bar operation and the airflow, but since we had a continuous flow reactor the stir bar and air flow always operate. Stamp Box: The box is an electrical device that can convert signals from solenoid valves and a 24 V relay that controls a 110 V centrifugal pump. The stamp box connects by a serial wire to the serial port on the bench top, which connects to the computer9. Our stamp box had 2 ports filled, 1 from the peristaltic pump solenoid valve and 1 that was a port splitter combining the centrifugal pump’s 24 V relay and it’s solenoid valve. Sensors Pressure Sensors: Pressure sensors comprise of diaphragms that flex with pressure and induces a stress to resistors, resulting in an electrical output5. The electrical output is passed to the serial port on the bench top with the output as pressure readings seen on the computer. In our experiment, we monitored the pressure of the air accumulator, but did not need to monitor any other values. For the batch reactor system, a pressure sensor is needed to measure the volume of the 1 L bottle of synthetic waste and of the 6 L reactor. However, since we have a continuous flow system, the waste flow is constantly running, controlled by the peristaltic pump, and the reactor has a weir at a certain volume to control overflow, so neither volume needs controlling. Serial Port: The serial ports located on every bench top act like data converters by taking electric pulses and turning them into data for the computers to show users information that they can understand. Our serial port had 2 inputs: 1 from the black control box and 1 for the accumulator air pressure. The data from the serial port is viewed through the process controller software Labview. States Definition: The process controller software has different ‘states’ for each cycle in which each state specifies which valves are open and closed, for how long the state lasts, and which state proceeds. In our experiment, we had 3 valves: the aeration valve, the centrifugal pump, and the clarifier mixer. For every state except off the aeration valve is on, or controlled by the air valve software. Each state is described below, with trials 1 and 3 summarized in Table 4, and trials 2 and 4 summarized in Figure 6. Pump Sludge: During this state the centrifuge pump is turned on for 3.5 seconds. By this time, all the sludge has settled from the mixing of the clarifier and flows out the bottom of the conical part of the clarifier. Clarifier Mixer On: During this state the external propeller in the clarifier tank is turned on for 0.25 seconds. With a short mixing period, there is only a small amount of sludge that is mixed because the current in the clarifier does not travel above the cone in the bottom of the clarifier. The length of time of this state is one of the variables for our experiment. All trials incorporate the short mixing time because after the sludge is pumped, the short mixing period must slightly disturb the remaining sludge. Centrifugal Pump Off: During this state neither the centrifuge nor the external propeller is operating. This state operates for the bulk of the time because this is when the reactor activates and aerates the sludge while the clarifying tank settles the sludge. Completely Mix: This state has the same characteristics as the ‘Clarifier Mixer On’ state but is added for trials 2 and 4 because the clarifier needed to become completely mixed. With the long mixing period, the entire tank becomes mixed because the current in the clarifier stirs up the entire tank. Settle: This state has the same characteristics as the ‘Centrifugal Pump Off’ state but is added for trials 2 and 4 because the clarifier needed time to settle sludge after the complete mixing of the tank. Off: This is the default state that the process controlling software automatically enters if there is a problem; i.e. power failure. Table 4: Summary of the process controller states for the short mix time State Pump Sludge Clarifier Mixer On Centrifugal Pump Off Off Parameters turned on Air Valve; Centrifugal Pump On Air Valve; Clarifier Mixer on Air Valve No parameters on Time in State (sec) 3.5 Next State Clarifier Mixer On 0.25 Centrifugal Pump Off Pump Sludge 600 Default state Table 5: Summary of the process controller states for the long mix time State Pump Sludge Clarifier Mixer On Centrifugal Pump Off Completely Mix Settle Off Parameters turned on Air Valve; Centrifugal Pump On Air Valve; Clarifier Mixer on Air Valve Air Valve; Clarifier Mixer on Air Valve No parameters on Time in State (sec) 3.5 Next State Clarifier Mixer On 0.25 Centrifugal Pump Off Completely Mix Settle 400 2 198 Default state Pump Sludge Effluent Analysis – Turbidity or TSS Measurements Turbidity is measured easily with a turbidimeter in units of NTU, or Nephelometric Turbidity Units. A turbidimeter works by estimating how light is scattered by suspended particulate material in the water. Usually, we measure turbidity to provide a cheap estimate TSS concentration (mg/L). However, TSS measurement requires you to filter a known volume of water through a pre-weighed filter disc to collect all the suspended material (greater than about 1 micron in size) and then re-weigh it after drying it overnight at ~103°C to remove all water in the residue and filter. This is tedious and difficult to do accurately for low turbidity water - the reason why a turbidimeter is often used7. With our turbidimeter, we filled 7 vials: 1 standard of distilled water, 3 effluent samples, and 3 reactor samples. For each of the 4 trials, we did 3 measurements, 1 each day for 3 days. The steps for each measurement were the same for each vial. First, the vials were wiped with a Kim wipe to minimize the fingerprints on the vial that would increase the TSS value. Since the reactor samples had such high turbidity that decreased with time, or as the particles settled, we had a standard 15 seconds of wrist shaking the vials, then writing down the NTU value after 20 seconds of placing them in the turbidimeter. Also, each vial number was kept the same for the bottle to decrease discrepancy within the experiment. We are looking at two numbers from the turbidimeter: the actual turbidity reading, and the percent of TSS removal. The clarifier effluent turbidity reading gives a portrayal of the final TSS concentration, while comparing the reactor and clarifier effluent turbidity readings give an efficiency reading of percent TSS removal. Equation 1 shows how to calculate the percent TSS removal. ANALYSIS The primary form of data analysis for our experiment is percent removal of Total Suspended Solids (TSS). The equation for the removal of TSS is given below %removal TSSr (Re actor ) TSSe( Effluent) *100 TSSr (Re actor ) (1) Where TSSr is in mg/L TSSe is in mg/L An empirical relationship exists that allows the turbidity of a sample, measured in NTU to be converted into TSS. It is written below TSS TSSf * T Where TSS is in mg/L TSSf is a conversion factor (mg/L/NTU) T is turbidity in NTU (2) (Metcalf & Eddy, 2003) Equations (1) and (2) can be combined to yield %removal TSSf * Tr TSSf * Te Tr Te *100 *100 TSSf * Te Te It can be seen that that conversion factor for the turbidity cancels out and the percent removal can be viewed as just a function of the turbidity. The results of this analysis are displayed in the graph below. (3) 100.00 99.50 % Reduction 99.00 98.53 98.50 98.20 97.98 98.00 97.95 97.50 97.00 1 2 3 4 Trial # Figure 7: Percent removal of TSS for trials 1-4, respectively. It is also important to look at the effluent of each trial individually as well. The effluent is measured in Nephelometric Turbidity Units (NTU). It should be noted that the effluent concentration does not vary directly with the percent removal for the respective trial. This diagram is provided below 12.50 12.04 12.00 11.50 Turbidity (NTU) 11.00 10.55 10.50 10.00 9.54 9.50 9.00 8.82 8.50 8.00 1 2 3 4 Trial # Figure 8: Turbidity of the Effluent for trials 1-4, respectively. When analyzing the data it was noted that often when the reactor concentration decreased, the effluent concentration also decreased. An analysis of the change in effluent concentration to the change of reactor concentration was conducted. The data points from the first trial was used as a reference to measure percent change. The equation used for percent change is of the same form as equation (1), but the turbidity values for the specific trials are used. The graph is shown below 50.00% 40.00% 30.00% % Change R 20.00% 10.00% -20.00% -15.00% -10.00% -5.00% 0.00% 0.00% 5.00% 10.00% 15.00% 20.00% -10.00% -20.00% -30.00% -40.00% % Change E Figure 9 : Percent Change in Effluent (NTU)vs. Percent Change in Reactor (NTU) plus trend line It was also noted that there could also be a relationship between reactor concentration and the actual percent removal of TSS. In general as the reactor concentration increased, so did the percent removed. This relationship is given in the graph below. 98.60 98.50 % Removal 98.40 98.30 98.20 98.10 98.00 97.90 300.00 400.00 500.00 600.00 700.00 Reactor NTU Figure 10. Reactor Concentration (NTU) vs. Perecnt Removal plus trendline. 800.00 900.00 All of the data used to make the graphs can be summarized in the following table. Table 6 : Summary of relevant data used in graphs Trial 1 2 3 4 Effluent 10.55 8.82 9.54 12.04 Reactor 587.00 436.78 466.00 817.67 % Change E -16.45% -10.55% 14.10% % Change R -25.59% -20.61% 39.30% % Removal 98.20 97.98 97.95 98.53 DISCUSSION As stated in our hypothesis, we expected the best percent removal rate to occur when the system had both complete mixing and coagulant. While this turned out to be the case, it is not thoroughly supported by the data. The total range for our percent removal was 97.95 – 98.53 with the greatest change from the initial trial occurring in the 4th trial. This change between these two values was 0.33 or 0.34%. This small error can be attributed to an error in the measuring of the parameters. One parameter that we should control in the future to get better results is the amount of sludge in the reactor. During the duration of the experiment we had mass shifts of the sludge from reactor to clarifier in addition to the growth of the bacteria itself. When the experiment was started we had approximately 1.2 L of sludge in the reactor. When we concluded we had approximately 1 liter of sludge in the clarifier and approximately 2 L of sludge in the reactor. This is evidence that we had significant growth of the bacteria during the experiment that would account for mass increase. But if this was the only cause for mass change then the reactor should have been constantly increasing in concentration, which according to Table 6, is untrue. The average concentration for trials 2 and 3 are less the initial concentration, which indicates a transfer of mass other than growth. The other reason for mass shifts has to do with the clarifier. Initially a large portion of mass from the reactor moved into the clarifier where ideally it would settle and then provide a good transfer of sludge back into the reactor. Over time we observed that much of the sludge stuck to the sides of the clarifier and could therefore not be transferred back to the reactor. In addition to the mass sticking to the sides, during trial 3, there appeared to be a cavern of sludge forming on the bottom. During this trial coagulant was added, but there wasn’t any mixing step for the clarifier. Initially the sludge settled, but as it was pumped out the remaining sludge adhered to each other and prevented new sludge from going to the bottom. Since there wasn’t an extended mixing step, no shear force was provided to break up the floc and let it settle. This problem was solved during the last trial, when we had both the coagulant and the mixing step present. This actually provided a very good transfer of solids, in fact at the end on the experiment there were very little solids in the bottom of the clarifier, indicating that it had been transferred to the reactor. This was also indicated by the rapidly increasing turbidity in the reactor for the final trial. As mentioned, some of sludge was sticking to the sides or the clarifier and could therefore not be transferred back into the reactor. This was a big factor due to the dimensions of the clarifier. Typical reactor dimensions are 4.3 m deep, 30 m wide, and have a bottom slope of 1/12. This ensures that the surface area of the walls is negligible with respect to the surface area of the bottom. With the height of our column, about 1.5 feet, the approximate width of our scaled-up clarifier would have to be 10 feet. In fact, the surface area of our walls was much greater than that of the bottom, making the amount of sludge that stuck to the walls very significant. Unless good data is obtained, we can not apply it to real world situations. In order to get results that can be used in a real plant, we will need to construct a clarifier that is more similar to typical ones. This could be partially achieved by limiting the depth of the clarifier column. The process of obtaining a constant concentration in the reactor is very difficult and would not be feasible due to time constraints for the lab. First you would have to ensure a good transfer rate of solids back into the reactor. This would require much time and modification of the logic to get the concentration within an acceptable range. Further, you would also have to model the growth rate of the bacteria and add a sludge removal step to account for any excess that would develop. The other option instead of adding a sludge removal step would to modify the influent feed concentrations so that the growth rate would be the same as the death rate. Both of these options would require the collection of data to obtain a growth kinetics model, which would require more time. Once a steady concentration is obtained we can then collect data and then change the parameters to the next trial. Since the parameters change, the transfer rates would also change. This would again require the modification of the logic and would be very time consuming. For the purposes of this lab it could be very difficult to get a constant concentration in the reactor. If we could ensure that the reactor concentration would remain constant we could they ensure that changes in effluent quality were due to changing the mixing and coagulation parameters alone. It is possible however, that the turbidity of the effluent is just direct function of what is in the reactor. This analysis was done by taking the data from the first experiment and using it as a base measurement to which later trials could be compared. The percent change for both the effluent and reactor were taken and then plotted. If the effluent is dependant upon the reactor then a straight line should result. This was not the case, as could be seen in Figure 9. Though a line with a good correlation was fir, it is inaccurate due to asymmetrical data. This problem could be corrected by obtaining data with an even range, but as mentioned above could be difficult due to time constraints. A similar analysis was also conducted that compared reactor concentration and percent removal. In general we observed that as the reactor concentration increased so did the percent removal, as can been seen in Figure 10. This could be do to the fact that a higher concentration of particles enter the clarifier and can then flocculate and settle at a faster rate than at a low concentration. This could also be due to fact that the change in effluent concentration is much smaller than the change in reactor concentrations. The would account for the percentage removed to increase even though the effluent quality has not changed much. Once again with the analysis graph, the data is not symmetrical so even though a good trend line is found it is not entirely accurate. The best way to test for the relationship would to do an even distribution of reactor concentrations that would start at zero. In general the performance curve for a system should show the removal rate approach a value asymptotically as the initial concentration increases. It is possible that for our data, we were in the range where the value had already approached the asymptotic value, and that any increase in the concentration would not be significant in the overall percent removal rate. This can be tested by using reactor concentrations that are much lower, and seeing how the system responds. It is entirely possible that our data is very good, but rather incomplete, and therefore inconclusive. CONLUSION We were able to see in this lab how the percent removal of total suspended solids for a clarifier would change if you change system parameters, such as amount of mixing and addition of a coagulant. From this data we were able to see what other parameters we need to fix in order to obtain better conclusive results. In order to obtain a true understanding of how the system would react with the same parameters varied we would have to keep the reactor concentration constant. This variability in reactor also raised questions for some other research that can be done. By doing experiments with an even distribution of concentrations we can then see if the effluent concentration is independent of the mixing time or coagulant. With more data from both experiments we possibly find which parameter has the strongest effect of the percent removal, whether it is mixing, coagulant, or reactor concentration. SUGGESTIONS Overall, this lab was very helpful for understanding the trials and tribulations that occur at a wastewater treatment plant, at least on a small scale. The data acquisition software was a little difficult to understand initially, but after we got used to Labview it was not too difficult to configure our automated system. The only way to get used to Labview is to practice with it, maybe an interactive tutorial at the beginning of the course that everyone has to complete would be helpful. The equipment for the experiment was difficult to organize, but amusing to assemble. We found all the equipment satisfactory for our uses. All of the helpful links online make the goals and requirements for the experiment easy to understand. Since each group is allowed to change to experiment, we have no modification suggestions except for the continuous flow reactor. Another parameter that we did not try is to vary the clarifier column height by having the effluent weir come through the plugged hole in the bottom and topping off at various heights. BIBLIOGRAPHY - 1. Bisogni, James. “Coagulation”. Viewed November 2004. CEE 656 Class Notes. http://ceeserver.cee.cornell.edu/jjb2/Coagulation.ppt - 2. Cohen, A., Fronhofer, D., Pomeranz, D. “ Design and Operation of a Bench Scale Semi-Continuous Waste Water Treatment Plant”. May 2004. Retrieved November 2004. http://ceeserver.cee.cornell.edu/mw24/cee453/NRP/reports%202004/SemiContinuous%20Flow.doc - 3. Masterflex-Peristaltic Pumps, Online Catalogue, Cole Parmer, Inc. Viewed December 6, 2004. http://www.coleparmer.com/catalog/catalog_toc.asp?cat=1&view=P-S - 4. Metcalf & Eddy, Inc. 2003. Wastewater Engineering: Treatment and Reuse. Fourth edition. McGraw Hill, New York. - 5. “Silicon Pressure Sensors”. Honeywell. Viewed December 7, 2004. http://content.honeywell.com/sensing/prodinfo/Pressure/ - 6. “Solenoid Valves”. Solenoid Valves on GlobalSpec. Viewed December 7, 2004. http://solenoid-valves.globalspec.com/ - 7. “Turbidity”. Water on the Web. May 11, 2004. Retrieved December 6, 2004. http://waterontheweb.org/under/waterquality/turbidity.html - 8. Weber-Shirk, Monroe. “Nutrient Removal Project”. CEE 453 Syllabus: Fall 2004. Retrieved August 2004. http://ceeserver.cee.cornell.edu/mw24/cee453/NRP/default.htm - 9. Weber-Shirk, Monroe. “Stamp Microprocessor Box”. CEE 453 Syllabus: Fall 2004. Retrieved December 7, 2004. http://ceeserver.cee.cornell.edu/mw24/cee453/NRP/stamp_microprocessor_bo x.htm