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Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut October13, 2016

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Page 1: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Anaerobic Digestion- opportunities to optimize the process

Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

October13, 2016

Page 2: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

• Brown and Caldwell •  Tom Chapman (Tucson), Steve Krugel (Seattle), John Willis

(Atlanta), Perry Schafer (DC)

• Contributing Agencies • San Jose Water Pollution Control Plant • Southwest Water Pollution Control Plant, Philadelphia • South Treatment Plant, King County, WA • Port Angeles WWTP, WA •  Vancouver WWTP, WA

Acknowledgements

Brown and Caldwell-NEWEA 2016, Cromwell, CT 2

Page 3: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Lulu Island, Vancouver, BC digesters lithium study showed 100% active volume in the digester

Gresham, OR FOG receiving station is used to enhance biogas production for renewable energy production.

Why optimize your process?

• Improve process operations •  VSr • Biogas production • Biosolids quality/stability (odors)

• Reduce sludge hauling •  Fuel costs, hauling costs

• Increase energy • Heating during peak conditions • Power/fuel production

• Unlock capacity • Set yourself up for success • Maximize the value of infrastructure

investments Brown and Caldwell 3

Page 4: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

DigesterMixing

DigesterFeed

SludgeWithdrawal

OperatingTemperature

SludgePretreatmentTankSequencing

SupplementalFeedstockProcessStressTesting

How do you want to optimize your digestion process?

Brown and Caldwell-NEWEA 2016, Cromwell, CT 4

Page 5: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Digester Mixing

Interior Annacis Island WWTP, Digesters Courtesy of Michael Stenstrom

Page 6: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Does digester mixing have a significant role?

Active Volume

Formation of Scum Layer

Dead Zones

Deposition of Grit

Active Volume

Potential Reductions in Active Volume

Brown and Caldwell-NEWEA 2016, Cromwell, CT 6

Page 7: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

• Maintain process conditions • Maintain high active volume by eliminating dead zones • Uniform heat distribution • Dispersal of influent solids for maximum contact with

microorganisms • Dilution of digestion inhibitors, such as toxic materials or

unfavorable pH or temperature of feed material

• Improved separation of digester gas from digester liquid • Maintenance considerations

• Keep grit in suspension

Mixing Objectives

Brown and Caldwell-NEWEA 2016, Cromwell, CT 7

Page 8: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

How mixing effectiveness impacts high rate digestion

Sludge Specific Gravity

Ideal Mixing Poor Mixing

Reduced active volume, HRT, expanded sludge lower VE extent

Max. active volume, HRT, largest VE extent

Process Implications Max. VSr, HRT, biogas production, max OLR, no stratification

Reduced VSr, HRT, biogas production, reduced effective OLR, reduced process stability, stratification

Biosolids Production Reduced solids production, improved product stability

Increased solids production, decreased stability (odor)

O&M Higher power costs, larger or more equipment, reduced grit and debris accumulation

Lower power costs, smaller or fewer equipment, increased grit and debris accumulation

Brown and Caldwell-NEWEA 2016, Cromwell, CT 8

Page 9: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Lithium chloride washout studies can give good insight into the inner workings of digestion

Design Active Volume : 2 million gallons

Brown and Caldwell-NEWEA 2016, Cromwell, CT 9

Page 10: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Southwest digesters

Northeast digesters

How well does a digester mimic a CSTR? • Looked at mixing at the SWWPCP

• Conducted a lithium dye tracer study •  Tracer study steps

1.  Cease feeding 2.  Inject dye 3.  Wait 24 hours, with mixing on 4.  Restart feeding, commence digester

effluent analysis 5.  Sample for 42 days

Brown and Caldwell-NEWEA 2016, Cromwell, CT 10

Page 11: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

3 digesters at the same plant show varying wash out curves

Digester 11- “Best” agreement between theoretical lithium concentration in full active volume at initial sampling rate. Digester 15- Highest mixing intensity, lowest data scatter (Highest R2 value)

largest active volume

Brown and Caldwell-NEWEA 2016, Cromwell, CT 11

Page 12: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

• Method 1: washout coefficient approach: This approach compares the inverse of the washout coefficient, which is defined as the active volume divided by the average flow. This approach assumes that there is no bypassing of the digester feed flow.

• Method 2: bypass washout model: This approach assumes that some fraction of the flow is not incorporated into the active volume but is bypassed.

• Method 3: initial lithium concentration: This method evaluates the concentrations of lithium in the digester at the commencement of digester feeding and compares them to the theoretical concentrations achieved at the design volume

Evaluating active volume

Estimated Active Volume (million gallons) Test Digester Method 1 Method 2 Method 3

Digester 10 1.45 1.15 1.25 Digester 11 1.73 1.44 1.79 Digester 15 1.09 0.85 0.75

Brown and Caldwell-NEWEA 2016, Cromwell, CT 12

Page 13: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Estimated short circuiting at 17-22 percent

Scatter in the data indicative of short circuiting … common in all digesters tested

Estimated 17-22 percent

Brown and Caldwell-NEWEA 2016, Cromwell, CT 13

Page 14: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Assuming that short circuited solids do not degrade in the digester… •  Current condition

•  Volatile Solids Reduction: 48 percent •  Biogas : 1,028,000 ft3-biogas/day •  Residual Solids: 156 tons per day

•  Alleviate Short Circuiting •  Volatile Solids Reduction: 62 percent •  Biogas : 1,285,000 ft3-biogas/day •  Residuals Solids: 140 tons per day

Draft tube mixer install, Dry Creek WWTP, Nashville TN

What could this mean in terms of process performance?

Potential Benefits: Daily Biogas Production: +25% Digested Sludge Production: -13%

Brown and Caldwell-NEWEA 2016, Cromwell, CT 14

Page 15: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

What can volatile solids destruction tell you about your digester?

Formation of Scum Layer

Dead Zones

Deposition of Grit

Active Volume

Potential Reductions in Active Volume

Simple data analysis tools can provide a inexpensive means for looking at digester operating efficiency.

Brown and Caldwell-NEWEA 2016, Cromwell, CT 15

Page 16: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Tuning heat exchanger at San Jose

Gas piping for digester mixing

San Jose’s digester system (at the time) • City of San Jose WPCP

• Operating 11 anaerobic digesters at time during the analysis period

•  Volume • two : 1.47 million gallon • nine : 2.47 million gallons

• Mesophilic operation •  Floor mounted gas mixers/shear fusers • Deciding what upgrades are needed as

part of facilities planning effort • How well is our system performing?

•  one measure is volatile solids destruction

Brown and Caldwell-NEWEA 2016, Cromwell, CT 16

Page 17: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Why does the same digester give you two different VSr numbers?

Mass Balance Equation Van Kleeck Equation

Data Set Mass Balance Van Kleeck

2005 to 2007 56 47

7/9/2009 - 10/31/2009 59.8 44.8

Brown and Caldwell-NEWEA 2016, Cromwell, CT 17

Page 18: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

What could be impacting the volatile solids measurement- Mixing?

Active Volume

Formation of Scum Layer

Dead Zones

Deposition of Grit

Active Volume

Potential Reductions in Active Volume

Brown and Caldwell-NEWEA 2016, Cromwell, CT 18

Page 19: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Not keeping inert solids in suspension can impact volatile fraction measurements

•  Brown and Caldwell Internal Research •  Evaluation of digesters reporting grit deposition relative to mixing

intensity/energy density •  11 plants, 15 total operating condition assumptions •  No survey of plant upstream grit treatment

VF = VS

VS+IS

Brown and Caldwell-NEWEA 2016, Cromwell, CT 19

Page 20: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Initial model- fixed solids and volatile solids act discretely

Bulk Solution

Lost to unmixed zone

transport of material

Brown and Caldwell-NEWEA 2016, Cromwell, CT 20

Page 21: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

More realistic scenario: volatile and fixed solids exit the bulk solution

b

Bulk Solution

Lost to unmixed zone

transport of material

Brown and Caldwell-NEWEA 2016, Cromwell, CT 21

Page 22: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Observations from this analysis. • Volatile solids destruction measures work well only with complete mix systems • Mass balance: over estimates with loss of

material •  Van Kleeck: under estimates with loss of

material

• Implications •  A method to evaluate operating

conditions • mixing efficiency • process performance evaluation • active volume- true capacity

Brown and Caldwell-NEWEA 2016, Cromwell, CT 22

Page 23: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Process simulator compared with iterative results suggest a reduction in system active volume

BioWin Sim

ulation

Iterative Model

Loss of active volume

Brown and Caldwell-NEWEA 2016, Cromwell, CT 23

Page 24: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

• Using this approach it was estimated that the City had lost about 17.5 percent of the systems active volume. • 17.5 % = ~5.1 million gallons of capacity

• Justified need for enhanced mixing. • Gives measure of capacity conditions.

• HRT •  organic loading rate

• Potential benefits •  digester cleaning •  self evaluation of system •  Verification of improvements

• Is the model and approach universally applicable? • maybe with further development

Results for San Jose and future uses….

Brown and Caldwell-NEWEA 2016, Cromwell, CT 24

Page 25: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

0

10

20

30

40

50

60

70

80

90

100

0 500 1000 1500 2000 2500 3000 3500

Inerts Removed in Digestion (lb/day)

VSR

(%)

Van Kleeck Mass Balance Corrected VSR

Full-scale operating data from Vancouver, WA WWTP

Full-scale plant data looking at inerts deposition rate

Brown and Caldwell-NEWEA 2016, Cromwell, CT 25

Page 26: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Understanding how close to ideal can save you money in disposal costs and lost energy

Sludge Specific Gravity

Ideal Mixing Poor Mixing

Reduced active volume, HRT, expanded sludge lower VE extent

Max. active volume, HRT, largest VE extent

Process Implications Max. VSr, HRT, biogas production, max OLR, no stratification

Reduced VSr, HRT, biogas production, reduced effective OLR, reduced process stability, stratification

Biosolids Production Reduced solids production, improved product stability

Increased solids production, decreased stability (odor)

O&M Higher power costs, larger or more equipment, reduced grit and debris accumulation

Lower power costs, smaller or fewer equipment, increased grit and debris accumulation

Brown and Caldwell-NEWEA 2016, Cromwell, CT 26

We want to be on this side!

Page 27: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Process Enhancement: Series Digestion

South Treatment Plant, King County, WA

Page 28: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

•  Application •  During early years following construction/expansion. •  When loadings don’t materialize. •  Design conditions don’t match actual operating limits.

Can you make your digester run better?

• Potential Approaches •  Advanced digestion • Sludge disintegration • Co-digestion • Series-digestion

• 2 case studies

Brown and Caldwell-NEWEA 2016, Cromwell, CT 28

Page 29: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Port Angeles, WA • Two digesters changed from parallel to series operation • Converted to series digestion after a

process upset • Improvement of performance with series digestion indicate process was under loaded

Brown and Caldwell-NEWEA 2016, Cromwell, CT 29

Page 30: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Doubled the load to the lead digester

0

50

100

150

200

250

300

Oct-03 Feb-05 Jul-06 Nov-07 Mar-09

Date

Vola

tile

Solid

s Lo

adin

g (lb

s-VS

/100

0-ft

3 -d)

West Digester East Digester

30 per. Mov. Avg. (West Digester) 30 per. Mov. Avg. (East Digester)

Parallel Digestion

Series Digestion

Transition to series

Brown and Caldwell-NEWEA 2016, Cromwell, CT 30

Page 31: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Improvement in overall system VSr

0

10

20

30

40

50

60

70

80

90

Oct-03 Feb-05 Jul-06 Nov-07 Mar-09

Date

VSR

(%)

West Digester East Digester Total

Transition to series Series Digestion 62% VSR

Parallel Digestion 38% VSR

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Page 32: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Higher loading appeared to improve system health

0

50

100

150

200

250

300

350

Oct-03 Feb-05 Jul-06 Nov-07 Mar-09

Date

Vola

tile

Aci

ds(m

g/L)

Volatile Acids Series1 Series3

Parallel Digestion135 mg/L VA

Parallel Digestion87 mg/L VA

Transition to Series

Brown and Caldwell-NEWEA 2016, Cromwell, CT 32

Page 33: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

King County mesophilic anaerobic digesters mixed with a combination of pumps and gas spargers

King County upgrades the biogas for injection into the natural gas grid

Series Digestion: Experimental Design • Two Digesters in Series, 18.2 days HDT

each • Control Digester, 35.7 HDT • Remaining Digester fed remainder of raw

sludge • Operational features

•  Continuous feed, different strategy for series digesters

•  Continuous heating

• Study period - 60 days

Brown and Caldwell-NEWEA 2016, Cromwell, CT 33

Page 34: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Series Digestion Test Results: Volatile Solids Reduction

Control

Series (1st)

Series (System)

Series (2nd)

Brown and Caldwell-NEWEA 2016, Cromwell, CT 34

Page 35: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

Series Digestion Test Results: Pathogen Reduction

Control

Control

Series (1st)

Series (1st)

Series (2nd)

Series (2nd)

Salmonella Results Fecal Coliform Results

Brown and Caldwell-NEWEA 2016, Cromwell, CT 35

Page 36: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

• This can a good means to enhance systems performance with limited to no capital investment

• Improved performance approximately an additional 5% point volatile solids destruction

• Increased biogas production • Potential for enhanced fecal coliform and Salmonella reductions.

• Good strategy to more optimally utilize tankage when loading rates are within capacity limits.

Observations for series digestion

Brown and Caldwell 36

Page 37: Northeast Residuals and Biosolids Conference 2016 ... · Anaerobic Digestion- opportunities to optimize the process Northeast Residuals and Biosolids Conference 2016, Cromwell, Connecticut

QUESTIONS? Christopher Muller, PhD, P.E. (978) 983–2059 [email protected]