Anaerobic Conditions for Optimal Biological Phosphorus Removal Sarah Kloss and Laura Mar CEE 453 Research Objectives to determine whether or not the duration of the anaerobic state would affect the efficiency of phosphorus removal to find a range for the optimum anaerobic time to compare our findings with the literature supported estimate of 1-1.5 hrs What are PAOs? Phosphorus Accumulating Organisms Source: University of Queensland 2001 They release phosphorus during the anaerobic stage Bacteria take up short-chain fatty acids and transform them to PHB At the same time, they release phosphorus through the hydrolysis of polyphosphate, which creates energy to make ATP They take up phosphorus during the aerobic state the bacteria are able to grow on the stored carbon products take up excess phosphorus to incorporate in biomass and polyphosphate Past Research in CEE 453 Sedorovich et al., 2003 tested the effects of pH on the system. They found the optimal pH to be 7, which is supported by the literature (Bond, 1998). Burns, Mitszewski, and Bovee, 2004 found that there was indeed increased phosphorus removal with the addition of an anaerobic state to the sequencing batch reactor Our Experimental Setup Refrigerator Reactor Pump Sequencing Batch Reactor Physical setup did not deviate from the lecture notes The States of Our Reactor State Characteristics Main Exit Condition Fill with Waste Waste is fed by pump from the refrigerator to the reactor Time in state > Maximum Waste Time Fill with Water Tap Water is fed by pump from the refrigerator to the reactor, stirrer is on Volume in tank > Maximum Reactor Volume Anaerobic State Stirrer is on Time in state > Max Anaerobic Time Aeration Stirrer is on, air flow valves are set toggle Time in state > Max Aerobic Time Settle Everything is off Time in state > Max Settle Time Drain Effluent Valve is on Volume in tank < Minimum Tank Volume Secondary Exit Condition Time in state > Maximum Water Time Time in state > Max Drain Time Parameters Controlling Exit Conditions Max Waste Time Max Water Time Max Tank Volume Min Tank Volume Anaerobic Time Aerobic Time Settle Time Max Drain Time Flow Rate 31.6 seconds 600 seconds 4L 1.2 L Varied as part of our experiment 6 hr 0.67 hr 2000 seconds 384 mL/min Timeline of Our Experiment First Seven Days – Set the anaerobic time to 1.5 hrs and allowed our plant to assimilate Day 8 – Began taking effluent samples twice daily from our reactor and Juan and Phil’s reactor Day 15 – Changed anaerobic time to 0.75 hrs Day 19 – Change anaerobic time to 3 hrs Day 21 – Power Outage anaerobic time reset to 1.5 hrs Day 26 – Change anaerobic times to 3 hrs again Phosphorus Test (Colorimetric Wet Chemistry Technique) Reagent was made from a mixture of four stock solutions Highly reactive - stock solutions had to be recombined on a weekly basis Created a standard absorbance curve with known concentrations Measured 2 repetitions of each sample at 95% dilution Combined the following in 1.5 mL cuvets 50 µL of sample 950 µL E Pure Water 160 µL Reagent Waited 10 minutes for reaction to occur Recorded phosphate concentrations calculated by the Spectrophotometer program based on our absorbance curve Data Analysis Phosphate concentrations were converted to phosphorus concentrations Phosphorus concentrations adjusted based on dilution Phosphorus removal calculated based on assumed constant influent of 6.9 mg/L For each effluent sample the average of the two repetitions was used Averages were plotted as a function of time in order to look for trends in our data Results 200% 100% P Removal Efficiency Removal efficiencies highly inconsistent even over intervals with the same anaerobic time Our data describes phosphorus generation Large variation in P concentration from same sample vial 1.5 hours 0% 0.75 hours 3 hours -100% 1.5 hours -200% 3 hours -300% -400% 0 5 10 15 Time Elapsed (days) 20 Hypothesis: PAO Storage During anaerobic conditions, PAO may have released stored phosphorus indicating P generation. 40 minute anaerobic settling time – P released stored P that then was drained in effluent waste water. Drain Cup – sludge from drain state, samples not collected immediately therefore potentially hours for PAO to release phosphorus into our samples prior to collection. Refrigerator - assume no P release due to cold temperatures (dormant bacteria) Hypothesis: P Contamination Additional P may have been from outside sources Found reagent to react with lab equipment (pipettes, beakers, storage containers, distilled water) If there is P in distilled water it makes sense that most lab equipment was contaminated with P Likely that sample bottles were also contaminated Error in Lab Technique We do not think error is from inaccurate pipette technique, this would not explain magnitude of our errors. Reagent easily contaminated making absorbance reflect sample AND contaminated reagent We had trouble getting our data to fit within standard absorbance curve even with 95 % dilution Extrapolation less precise than interpolation Pulling samples at different heights within the effluent sample vial Did not to mix the vial because we didn’t want any of the settled solids Concentrations may have varied over height of vial, especially if P was being absorbed from contaminated vial over time or if PAO were releasing P over time. Inadequate Procedure Studies have indicated that active PAO may take at least four months to develop after the introduction of an anaerobic stage in a lab scale setting (Kortstee et al., 1994). Phosphorus removal calculations rely heavily on our assumed influent concentration. Assumed that the influent phosphorus concentrations would be constant. If influent concentration higher than expected it would account for apparent phosphorus production. inadequate mixing of the 20x concentrated waste stock Variable delivery of phosphorus 100x stock solution was inadequately mixed Variable concentrations in 20x bottles System Stresses Thanksgiving Break and City of Ithaca power outage (Nov. 24) Disruption of system Default settings restored interfering with our experiment Ran out of stock solution High bacterial death period (darker bacteria) Suggestions for Future Projects Long startup time with anaerobic phase for PAO assimilation More assimilation time with each change Rinse sample vials (and all lab equipment) with reagent Rinse all equipment with E pure water Mix stock waste frequently Take influent samples daily Take samples as soon as possible after draining Centrifuge samples prior to testing them Test more repetitions of the same sample for less error in results Take highly detailed notes of all procedures and technical failures in the lab Conclusions With our data we are uncomfortable making conclusions about optimal anaerobic times Experiment a learning experience Able to provide better procedure for future experiments Problems w/ Future Biological P Removal Projects Relies heavily on establishing and maintaining the PAO population. An effective PAO population can take up to four month to grow. Semester (esp. with vacations) not enough time to run successful project References Burns, Peter, A. Mitszewski, and B. Bovee. (2004). “Investigation of Biological Phosphorus Removal in a Sequencing Batch Reactor.” CEE 453 Research Project, Spring 2004. Lemos, Paulo, et al. (2003) Metabolic Pathway for Propionate Utilization by Phosphorus-Accumulating Organisms in Activated Sludge: 13C Labeling and In Vivo Nuclear Magnetic Resonance. Applied and Environmental Microbiology, January 2003, p. 241-251, Vol. 69, No. http://aem.asm.org/cgi/content/full/69/1/241 Kortstee GJ, Appeldoorn KJ, Bonting CF, van Niel EW, and van Veen HW (1994). Biology of polyphosphate-accumulating bacteria involved in enhanced biological phosphorus removal. FEMS Microbiol Rev. Oct;15(2-3):137-53. http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids= 7946465&dopt=Abstract The University of Queensland, Australia.(2001). Discovery of Biological Phosphorus Removal Organisms. http://awmc.uq.edu.au/activities/BPR.html Weber-Shirk, Monroe. (2004) Laboratory Research in Environmental Engineering, CEE 453, Fall 2004. Cornell University. Class notes, laboratory manual, and course resources.