32
Ting Lu 1 , Joo-Youp Lee 2 , Jin-soo Kim 2 , Andy Shaw 1 , Patrick Dunlap 1 , Dave Wilson 3 , Biju George 3 1 Black & Veatch 2 University of Cincinnati 3 Metropolitan Sewer District of Greater Cincinnati USING ALGAE FOR NUTRIENT REMOVAL: FROM THEORETICAL UNDERSTANDING TO ENGINEERING DESIGN 1

USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

  • Upload
    others

  • View
    4

  • Download
    0

Embed Size (px)

Citation preview

Page 1: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3

1Black & Veatch

2University of Cincinnati

3Metropolitan Sewer District of Greater Cincinnati

USING ALGAE FOR NUTRIENT REMOVAL: FROM THEORETICAL UNDERSTANDING TO ENGINEERING DESIGN

1

Page 2: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

AGENDA

• Introduction

•Case Studies: Algae cultivation coupled with a wastewater treatment process

• Fundamental research

• Engineer design

•Conclusions

2

Page 3: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

INTRODUCTION-ALGAE RESEARCH

Started as early as 50’s

Food, Biodiesel

Resources

• Carbon, Nitrogen, Phosphorus

• Water

• Other macronutrients/micronutrients

Control

pH, temperature, salinity, etc.

3

Spain

Page 4: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

COMMERCIALIZATION HURDLES

• Economically: life cycle analyses

• Environmental impacts:

• Technically: process optimization, algae harvesting

• Resource availability (site specific)

• Climate (solar radiation, high temperature)

• Land

4

Page 5: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

SUSTAINABLE APPROACH FROM ALGAE INDUSTRY

• CO2 supply (coal fired power plant/other industrial source)

• N/P supply (wastewater) (nutrient recycle)

• Water (non-potable, non-agricultural water)

5

Page 6: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

PARADIGM SHIFT IN WASTEWATER INDUSTRY WASTES VS. RESOURCES

• Plant influent

• Plant effluent

• Biosolids

• Incineration air emission

• Hydraulic jump

• Food (C, N, P)

• Food (C, N, P)

• Energy

• CO2 (carbon sources)

• Energy

6

Page 7: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

Algae cultivation coupled with a wastewater treatment process

7

Page 8: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

WHY MICROALGAE?

• Consumes nutrient and carbon

• Grow faster (~3 times) than terrestrial biomass

•Microalgae-derived biodiesel

•Substantial amounts of triglycerols (TGA) (e.g., 10-50 % dry cell weight)

Badger et al, Annu. Rev. Plam Physioi. Plam Mol. Biol. 1994.45, 369-92 8

Page 9: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

MICROALGAE DIVERSITY

Microalgae Oil content (% dry wt.)

Botryococcus braunii 25-75

Chlorella sp. 28-32

Nitzschia sp. 45-47

Neochloris oleoabundans 35-54

9

Page 10: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

EXPERIMENTAL CONDITIONS

Strain: Chlorella Vulgaris

Open system (pCO2=0.037%)

Mixing speed: 125 rpm

Light Intensity: 6500 K fluorescent lamp and 6000 lux (Photon flux: 100.8 µmol/ m-2s-1)

16-hr light/ 8-hr dark cycle

Wastewater 1

Initial cell density: Low (45 mg/L)

No pH control

Wastewater 2

Initial cell density: Medium (355 mg/L)

Daily pH control by using CO2(g) 10

Page 11: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

BATCH EXPERIMENT

11

Page 12: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

CHARACTERISTICS OF WASTEWATER SAMPLES

Parameter Wastewater 1

(mg/L) Wastewater 2

(mg/L)

TIC 50.2 ± 0.8 72.2 ± 1.8

Nitrogen (NH4

+/NH3) 8.1 ± 0.2 18.3 ± 0.5

Phosphorus (PO4

3-) 1.9 ±0.1 1.4 ±0.1

pH 7.3±0.1 7.9±0.1

12

Page 13: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

GROWTH OF C. VULGARIS WITH LOW INITIAL CELL DENSITY

Lag-phase period for adaption: 24 hours TIC was not reduced during the period

Growth-phase The cell density of C. vulgaris significantly increased TIC sharply decreased until 72 hours

13

Page 14: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

REMOVAL NITROGEN AND PHOSPHORUS

Lag-phase period: Small reduction (12% for N and 16% for P)

Growth-phase period Nitrogen and phosphorus were sharply decreased (80% for N and

75% for P)

14

Page 15: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

EXPERIMENTAL DATA VS. MONOD EQUATION

Both equations with the determined parameters well represent the growth 15

Page 16: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

GROWTH AND NITROGEN CONSUMPTION WITH MEDIUM INITIAL CELL DENSITY

Biomass was growing until 36 hours Phosphorus was depleted within 12 hours Nitrogen was removed within 48 hours Initial nitrogen concentration in W2 was higher than that in the W1

sample and phosphorus became a limiting substrate

16

Page 17: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

GROWTH KINETICS OF CHLORELLA VULGARIS

μmax (hr-1) and Ks (mg/L): 32.85 (hr-1) and 0.99 (mg/L) The culture with a high initial cell density and pH control using CO2 gas

could accelerate simultaneous algal cell growth and residual nitrogen and phosphorus uptake.

The determined Monod equation well represent the growth

17

Page 18: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

TAKE HOME MESSAGE 1

• Technology works, but not efficient!

• Between nitrogen and phosphorus, either one could be a substrate limiting its growth.

• All nitrogen and phosphorus could be removed within 48 hours, compared with traditional BNR within 6-8 hours.

18

Page 19: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

RESEARCH DIRECTIONS

•Design more efficient algae treatment systems for nutrient removal

•Translate this knowledge into engineering design

19

Page 20: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

EXPERIMENTAL CONDITIONS

Strain: Chlorella Vulgaris

Open system (pCO2=0.037%)

Mixing speed: 125 rpm

Light Intensity: 6500 K fluorescent lamp and 6000 lux (Photon flux: 100.8 µmol/ m-2s-1)

16-hr light/ 8-hr dark cycle

Initial cell density: high: 1338 mg/L

Daily pH control by using CO2(g)

20

Page 21: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

GROWTH AND NITROGEN CONSUMPTION WITH HIGH INITIAL CELL DENSITY

21

No lag phase Phosphorus was depleted within 4 hours Nitrogen was removed within 8 hours

Page 22: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

TAKE HOME MESSAGE 2

• Initial Microalgae density plays an very important role for nutrient removal.

• Considering it from a concept of F:M ratios for activated sludge system, low F:M helps remove nutrient.

• Light will be a limiting factor when cell density is high.

22

Page 23: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

RESEARCH DIRECTIONS

•Design more efficient algae treatment systems for nutrient removal

•Translate this knowledge into engineering design

23

Page 24: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

MODEL SIMULATION

24

Page 25: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

MODEL VALIDATION: DYNAMIC SIMULATION (MEDIUM CELL DENSITY)

25

Page 26: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

26

MODEL VALIDATION: DYNAMIC SIMULATION (HIGH CELL DENSITY)

Algae Reactor biomass modeled Algae Reactor Ammonia N modeled

NH4-N, mg/L Biomass

day 1 8:08day 1 6:06day 1 4:04day 1 2:02day 1 0:00

Am

mo

nia

co

nc

. (m

g/L

)

60

55

50

45

40

35

30

25

20

15

10

5

0

Bio

ma

ss

co

nc

. (m

g/L

)

1,500

1,400

1,300

1,200

1,100

1,000

900

800

700

600

500

400

300

200

100

0

Page 27: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

COMPARISON OF ALGAE BASED TREATMENT AND CONVENTIONAL METHOD BY MODEL SIMULATION

Parameter Algae based

treatment

Conventional BNR

method

Reactor

volume

7 1

Biomass 3 1

27

Note: effluent concentration, NH4 = 2mg/L

Page 28: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

Input

N: wastewater effluent

P: wastewater effluent

C: air emissions from power plant or WWTP incinerators

Water: recycled water

Sunlight: environment

Output

Improved water quality

Improved air quality

Biodiesel production

SYNERGISTIC RELATIONSHIP BETWEEN NUTRIENT REMOVAL AND ALGAE GROWTH

28

Page 29: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

NEUTRAL LIPID ACCUMULATION UNDER N-DEPRIVATION

Neutral lipids is the source for biodiesel production Neutral lipids can be increased under nitrogen deprivation condtion with

a high concentration of dissolved inorganic carbon.

Page 30: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

ALGAE CULTIVATION COUPLED WITH A WASTEWATER TREATMENT PROCESS AND POWER PLANTS

30

Page 31: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan

•Importance of integrating Science and Technology to solve environmental challenges

•Cost is a big driver to apply innovative technology

•Should consider more environmental drivers, such as renewable energy, GHG neutral

•More collaboration between utilities, engineering firms and research institutes.

CONCLUSIONS

31

Page 32: USING ALGAE FOR NUTRIENT REMOVAL: FROM …Ting Lu1, Joo-Youp Lee2, Jin-soo Kim2, Andy Shaw1, Patrick Dunlap1, Dave Wilson3, Biju George3 1Black & Veatch 2University of Cincinnati 3Metropolitan