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SYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION Alex Yavich, Ph.D., P.E. Optimization Solutions Environmental, LLC Optimization Solutions Environmental, LLC WATERCON 2012

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Page 1: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

SYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION

Alex Yavich, Ph.D., P.E.

Optimization Solutions Environmental, LLC

Optimization Solutions Environmental, LLCWATERCON 2012

Page 2: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Water Treatment Plant Operation

Filtration

Disinfection

Carbon

adsorption etc.

Coagulation

Flocculation

Sedimentation

Page 3: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Key to Effective Operation

Be able to control the effects

Identify cause and effect relationships between unit operations and processes

Page 4: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

How to Build Effective Operation?

Chemical feed rate

optimization

Rapid and flocculation

mixing

Choice of coagulant

UV254 monitoring

Page 5: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Chemical Feed Rate Optimization

Improved effluent quality

Identification of other

potential areas for

improvement

Reduced chemical and

other operational

costs

Page 6: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Case 1

• Total capacity: 72 MGD

• Source water: St. Joseph River

Three Rivers Filtration Plant, Fort Wayne, IN

Page 7: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Case 1: Raw Water Quality

Page 8: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Case 1: Treatment train

Primary Coagulation / Lime Softening Stage

Fe2(SO4)3 Lime

CO2

Influent Effluent

Second Coagulation Stage

Filtration

PAC Fe2(SO4)3

Page 9: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Chemical Feed Optimization Timeline

• Coagulation chemical feed control computer model implemented

2006

• Lime-softening model developed integrated into chemical feed control program

2007 • 1st /2nd stage ferric sulfate feed optimization

2008

• Corrosion control model developed and integrated into chemical feed control program

2010

Page 10: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Chemical Feed Control at Fort Wayne Plant

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Case 1: Chemical feed optimization

1 All costs in 2011 chemical prices

Page 12: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Choice of Coagulant

“Optimal” coagulant is the coagulant that best meets plant’s specific operational objectives

By choosing the right coagulant, a water treatment plant can significantly improve its process performance and the quality of finished water

Page 13: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

What are the Choices?

• Turbidity removal through charge neutralization and sweep coagulation of colloidal particles

• Alum, PACl, ferric sulfate, ferric chloride

Metal salts

• Charge neutralization is major coagulation mechanism

• Wide range of product is available (molecular weight, charge density, structure etc.)

Cationic polymers

Page 14: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Optimal Coagulant: Major Considerations

Raw water Quality

• Turbidity

• pH

• Alkalinity

• NOM etc.

Operational Objectives

• Effluent quality

• Chemical costs

• Sludge production

• Filter run etc.

Plant Size

• Small

• Medium

• Large

Treatment train

• Lime softening

• Carbon adsorption

• UV disinfection etc.

Hardware

• Flocculators

• Clarifiers

• Filter configuration etc.

Page 15: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Case 2

Holland Water Treatment Plant Holland, MI Capacity: 38.5 MGD

Source water: Lake Michigan

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Case 2: Raw Water Quality

Raw Water Parameters Typical Range

Temperature, oF

Alkalinity, mg/L as CaCO3

Turbidity, NTU

Total organic carbon, mg/L

UV254, cm-1

32 – 77

100 – 145

0.3 – 40

1.6 – 2.5

0.01 – 0.2

Page 17: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Case 2: Holland WTP Schematic

Low lift pump

Settling basinsFlocculation

Basins

High lift

pumpsClearwell

Raw

water

Treated

water

Filters

MIxing

Chamber

CoagulantCl

Cl

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Operational Goal

• Alum was historically employed for coagulation

• Sludge production was problematic

• Goal – reduce sludge production

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Alternative Coagulants Tested

• PACl

• Alumer (a premanufactured blend of alum and cationic polymer)

• “Seasonal” coagulation practice

– Alum: December thru April

– Alumer: May thru November

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Coagulation Computer Models at HWTP

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Results of Full-Scale Testing and Computer Simulation Analysis

• Sludge could be reduced by up to 45 percent

• Cost would increase by appr. 20%

• Potential turbidity problems on four Integral Media Support (IMS) cap filters

PACl

• Sludge could be reduced by up to 35 percent

• Cost would increase by 5-15%

• Not cost effective at increased UV254 Alumer

• Sludge could be reduced by up to 25 percent

• No cost increase (compared to alum)

• More complex operation

Seasonal alternation

between alum and alumer

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Plant’s Best Choice (current practice)

• Sludge reduced by up to 35 percent

• Cost reduction by 20-25 percent (compared to alumer)

• Consistent filtered turbidity

• Improved operational control

• Can be optimized to meet plant’s future goals

Separate feeding of alum and cationic polymer

Page 23: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Rapid and Flocculation Mixing

Low lift

pump

Settling basinFlocculation

Basin

Raw

water

Mixing

Chamber

Coagulant

Mixing Intensity (G-value)

G = (P/μV)1/2

G – velocity gradient, s-1

P – power input, ft·lb/s

µ – dynamic viscosity, ft·s/ft2

V – volume, ft3

Page 24: SYSTEMATIC APPROACH TO WATER TREATMENT PLANT c.ymcdn.com/sites/ · PDF fileSYSTEMATIC APPROACH TO WATER TREATMENT PLANT PROCESS OPTIMIZATION ... Lime Softening Stage Fe 2 (SO 4) 3

Rapid and Flocculation Mixing

Low lift

pump

Settling basinFlocculation

Basin

Raw

water

Mixing

Chamber

Coagulant

Operation Mixing Time G value, s-1

Rapid mixing 1 – 60 sec 600 - 1500

Flocculation 20 – 30 min 40 - 70

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Case 3

Saginaw Water Treatment Plant Saginaw, MI Capacity: 52 MGD Source water: Lake Huron Raw turbidity: 0.4 – 10 NTU Coagulation: FeCl3 and cationic polymer

Saginaw WTP

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Chemical Mixing

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Chemical Feeds

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Computer Simulation Analysis

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Chemical Feed Optimization

1 Adjusted for 2011 chemical prices

Description Average dose, mg/L

Annual cost1 Avg. filter turbidity

FeCl3 Cat-Floc NTU

Before chemical feed optimization

5.6 1.0 $135,295 0.06

After feed rate optimization 5.2 0.45 $94,169 0.06

After rapid mixer installation 5.0 0.2 $69,720 0.06

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Case 4

Holland Water Treatment Plant Holland, MI Capacity: 38.5 MGD Source water: Lake Michigan

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Case 4: Effect of Flocculation Mixing on Filtered Turbidity

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Water Quality Monitoring: UV254

UV254 is a measure of ultraviolet absorption at a wavelength of 254 nm

UV254 is a surrogate measure of natural organic matter (NOM) in water

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Why Should Surface Water Treatment Plants Monitor UV254 in Raw Water?

UV254

Coagulation Filtration

Clarification

Taste and Odor Control

Disinfection

DBP control

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Case 5: Effect of UV254 on coagulant demand

Lake Michigan Filtration Plant, Grand Rapids, MI Capacity – 130 MGD Source – Lake Michigan

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Case 6: Effect of UV254 on effluent turbidity

South Haven Water Treatment Plant, South Haven, MI Capacity – 4 MGD Source – Lake Michigan

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UV254 Analysis is Fast and Simple

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Benefits of UV254 Monitoring

Improved chemical feed control

Consistent effluent turbidity

Reduced chemical costs

Important for identifying the “optimal” coagulant

Improved DBP control

Helps optimize UV disinfection

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Summary

Ensure that chemical feed rates are satisfactory under all plant conditions

Does the plant use the right coagulant?

Verify that rapid mixing operation is adequate

Adjust, if possible, flocculation speed at least seasonally

Implement raw water UV254 monitoring (surface WTPs)

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The authors would like to express their appreciation to the operators and laboratory

staff of the Three Rivers Water Filtration Plant. The success of this project would

not have been possible without their tremendous efforts and commitment to always

meet plant treatment objectives and achieve best possible operational results.

The authors would like to express their appreciation to the operators and laboratory

staff of the Three Rivers Water Filtration Plant. The success of this project would

not have been possible without their tremendous efforts and commitment to always

meet plant treatment objectives and achieve best possible operational results.

Additional Information

Seminar: “Optimization of Water Treatment Plant Operations”

Presenter: Alex Yavich, Optimization Solutions, LLC

Earn up to 4 hours PDH’s or RTC hours

Dates & Locations: 6/20/2012 Evanston, IL

6/21/2012 Girard, IL

Contact: Lisa Hoffhines

Education Coordinator

Illinois Section AWWA

(630) 377-1590

[email protected]