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AQUIFAS Model for WWTP simulation (Read 464 times)
Jason T.
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AQUIFAS Model for WWTP simulation
Jan 31st, 2012, 6:05am
 
Is anyone familiar with the AQUIFAS Model (Version 0409) used for the simulation of wastewater treatment facilities (i.e. CAS, MBBR, IFAS, MBR)? Seem to be getting some very strange results when running the model as IFAS, and I just can't figure out what I am doing wrong. Any help would be much appreciated.

Best regards,

Jason
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BendelBoy
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Re: AQUIFAS Model for WWTP simulation
Reply #1 - Jan 31st, 2012, 7:51am
 
I've not used it - had the spreadsheet version. But I am curious as to what is the problem that you are encountering, and which IFAS model you are using. It used to support at least two, one based on empirical correlations, the other on a modified ASM with a layered biofilm diffusion model.

The correlation-based model I have implemented, and had produce 'funny' results; but always explicable if you back to the original correlations, as they are based on low-loaded systems, and break on high-loaded systems.
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #2 - Feb 1st, 2012, 3:30am
 
Hello BendelBoy,

I 'm using the semi-empirical version of the model (the other version is the so-called "diffusional"). I haven't changed the default values describing the biofilm subsystem. When I run different MLE-IFAS scenarios (influent: typical raw sewage, temperature: 13-15oC, MLSS MCRT: 1.5-2.0 days, media fill: 0.40-0.55), I always get the following "funny" results:

1. Nitrification and denitrification taking place not only to the biofilm but to the MLSS as well!!! Is that possible at such low temperatures and MCRTs?
2. Denitrification taking place in the biofilm even into aerobic cells!!!
If I 'm not mistaken, serious SND only takes place in sponge-type media (at least that 's the allegation of their manufacturers).
3. When I do the system design myself, I always conclude to higher media surface areas and bigger reactor volumes than those computed by AQUIFAS.

You mention that the empirical approach "breaks" on high-loaded situations? Can you elaborate on this a little bit more? How can this happen mathematically?

Regards,

Jason
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BendelBoy
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Re: AQUIFAS Model for WWTP simulation
Reply #3 - Feb 1st, 2012, 4:28am
 
The temperature is not low; the sludge age is.

The biofilm *may* be modelled as shedding viable autotrophs into the mixed liquor, which may explain why you get activity there. When I implemented the equations I did this originally, but my customer complained that the results did not match with his data, and we modified the code so that biofilm sheeding was was dead bacteria (particulate, bioavailable COD) rather than as viable bacteria.

Denitrification could always take place - the model does not have any special details about the nature of the biofilm support, other than its specific surface area.

I'll see what notes I can pull out on the work I did. May take a few days.
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BendelBoy
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Re: AQUIFAS Model for WWTP simulation
Reply #4 - Feb 1st, 2012, 4:57am
 
For ammonia, I have

SCOD > Slimit rate = 2 x 9.4/(9.4 + SCOD – Slimit)
SCOD < Slimit rate = 0.47 NH3
Default for Slimit is 10 mg/l
Then multiply rate by
DO / (2 + DO) x NH3 / (2 + NH3)

so if soluble COD is high (typical of a roughing, non-nitrifying system) the model will predict that there is a reasonable amount of nitrifictaion. This is because the correlation was based on low-loaded, nitrifying systems.

The vendors have their own adjustments to the published equations. The only one I have had contact with is AqWise (as we developed an IFAS model for them, under their direction). I was impressed with their technical competence, both modelling (my domain) and engineering implementation.
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #5 - Feb 1st, 2012, 5:23am
 
Dear BendelBoy,

The first two expressions you are mentioning are indeed the equations used for the calculation of the maximum biofilm nitrification rate. My problem lies in the predicted amount of nitri and deni incurred by the MLSS (in my opinion, it 's way too high to be attributed to biofilm slough, however I maybe wrong). According to the model developer (Mr. Dipankar Sen) "at a 2-day MLSS MCRT, 50% COD removal and 80% nitrification is on the biofilm; the rest is in the MLVSS (15oC)". In the MLE-IFAS scenarios I have run, the ammonium nitrogen loading rates may sometimes exceed 1.0 g/m2/d, nonethelles I still get almost full nitrification.  Shocked
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #6 - Feb 1st, 2012, 5:28am
 
I forgot to mention that I do too include biomass slough in the MLSS, however I assume that their contribution to COD elimination and ammonia oxidation is zero.
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BendelBoy
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Re: AQUIFAS Model for WWTP simulation
Reply #7 - Feb 1st, 2012, 5:44am
 
You asked why you can get funny results at high COD loadings - the equations explain why, because at high COD loading they predict high r ates of ammonia removal - there is no explicit handling of COD/ammonia competition in the biofilm.

As to the issue of your high activity in the MLSS, the best that I can offer is that there is excessive viable biomass being shed from the biofilm into the mixed liquor. The Aquifas model *should* (I don't have access to it at the moment) allow you to see at least the state variables, to see if there is a high concentration of autotrophs/nitrifiers in the mixed liquor. If this is the case you either need to find a model coefficient to reduce the viability of shed biomass; reduce the activity of biofilm nitrification; or contact Aquifas to ask them to fix the model.

You state that you *assume* that the sloughed biofilm does not contribute viable heterotrophs/autotrophs. Check to see if the autotroph concentration predicted by the model is high, when compared with a test run where you have no media in the reactor.

If MLSS autotrophs are much higher with media than with no media, then the model is probably sloughing viable biomass. See above.

if MLSS auotrophs are comparable between media & no media, then either there is a bug in the MLSS model component; or you are not modelling what you think you are. It is more likely that the problem would be an error somewhere in your data entry. Double check that temperaures, flows, volumes, wastage rates are what you wanted, and that there are no unit conversion errors.
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #8 - Feb 1st, 2012, 8:14am
 
I see what you are saying about the way that effluent sCOD affects biofilm nitrification rate. Based on the above equations, for effluent sCOD equal to 25, 15, and 8 ppm, we obtain the following results (assuming  DO = 3.0 mg/L and effluent NH4N = 2.0 ppm):
0.23, 0.39, and 0.28!!!.
Does this make sense to you? I would expect that when sCOD < 10 ppm, the resulting biofilm NITRI rate should always be higher than the corresponding NITRI rate for all sCOD > 10 ppm cases.

I have run several comparative AQUIFAS tests using the same input data and different process configurations (CAS, IFAS, MBBR) with a view to noticing the differences in treatment capacity requirements. I don't believe I 'm  making any serious mistake (I pay extra attention when entering the data, when converging the solutions, etc). I 'll be back with more details.
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Re: AQUIFAS Model for WWTP simulation
Reply #9 - Feb 1st, 2012, 8:56am
 
Plot the curve. You will see a large step change with your numbers at the 10 mg/l sCOD limit. Change ammonia to 20 mg/l. You still get a large step change, but now ammonia-limited nitrification is much greater than COD-limited nitrification. At 4 mg/l ammonia you get a curve that looks 'sensible.' If you ignore the limiting-nutrient switches you can easily see that the rate equation is

IF sCOD > 10 THEN A sCOD / (sCOD - B) else C NH3

and hence you cannot really choose sCOD and NH3 independently, as you want that for sCOD = 10 A sCOD / (sCOD - B) = C NH3. Your statement ' I would expect that when sCOD < 10 ppm, the resulting biofilm NITRI rate should always be higher than the corresponding NITRI rate for all sCOD > 10 ppm cases.' will fail whenever NH3 < A sCOD / (sCOD - B) / C

This is a feature of the correlation. In the 'real' world there is ammonia removal taking place with COD removal, so using a fixed ammonia value with varying COD values is implying that the wastewater is different between the three cases.

So, really you want that when you have reduced sCOD (strictly, degradable sCOD) to less than 10 mg/l that ammonia is still above 4 mg/l. And continue to apply the correlation gingerly.

Sen's diffusional model is intended to provide a better response; but the exposition of it in the WERF journal was highly confusing. The user guide for Aquifas, when I last looked it, was all over the place, and equally confusing.

But used carefully, ensuring that you are in the valid region for the correlation  for which you would need to go back to the original papers - you should get good results.

Effectively, 'funny' results usually mean you are too far from the correlation confidence region; and (IFAS) experience is required to decide when the results are 'funny.'
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #10 - Feb 2nd, 2012, 4:18am
 
Dear BendelBoy,

Please, send me your contact details so that I can email you some of my modelled cases. Then, if you have the time and patience, we can discuss some technical matters in more detail.

By the way, your are right about the jump discontinuities that appear around 10 ppm sCOD  and that the curve "smoothens" at approx. 4 ppm NH4N.

Regards,

Jason
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Re: AQUIFAS Model for WWTP simulation
Reply #11 - Feb 6th, 2012, 4:38am
 
e-mail sent
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Jason T.
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Re: AQUIFAS Model for WWTP simulation
Reply #12 - Feb 6th, 2012, 8:32am
 
Sent where?  Huh
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Re: AQUIFAS Model for WWTP simulation
Reply #13 - Feb 6th, 2012, 8:36am
 
e-mail address you used on your profile. Will try again.
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Re: AQUIFAS Model for WWTP simulation
Reply #14 - Feb 6th, 2012, 8:53am
 
Ok, got it!  Smiley
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