university of central florida civil and environmental engineering a new method for estimating...
TRANSCRIPT
![Page 1: University of Central Florida Civil and Environmental Engineering A New Method for Estimating Greenhouse Gas Emissions from Landfills Veronica K. Figueroa,](https://reader035.vdocuments.site/reader035/viewer/2022062309/56649c7f5503460f949352ae/html5/thumbnails/1.jpg)
University of Central Florida
Civil and Environmental Engineering
A New Method for Estimating Greenhouse Gas Emissions from Landfills
Veronica K. Figueroa, C. David Cooper, and Kevin R. Mackie
CECE Dept., Univ. of Central Fla. Presented at AWMA Annual Conference
Portland, OregonJune 24-27, 2008
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Background
Landfill gas emissions are produced by decomposition of waste Gases are mainly methane (CH4) and carbon
dioxide (CO2) But also many trace gases (odors, VOCs, etc)
CH4 is a strong greenhouse gas – radiative forcing is about 23 times that of CO2
We would like to know How much methane is being emitted? From where in the landfill it is coming?
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Methane Emissions in U.S. (Tg CO2 equiv.)
Source Category 1990 2000 2001 2002 2003
Landfills 172.2 130.7 126.2 126.8 131.2
Natural Gas Systems 128.3 132.1 131.8 130.6 125.9
Enteric Fermentation 117.9 115.6 114.5 114.6 115
Coal Mining 81.9 56.2 55.6 52.4 53.8
Manure Management 31.2 38.1 38.9 39.3 39.1
Wastewater Treatment 24.8 34.3 34.7 35.8 36.8
Other 45.8 43.5 41.7 39.6 39.8
Total for U.S. 605.3 554.2 546.7 542.3 544.9
Note – 1 Tg = 1012 g
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EPA regs Require Ambient Monitoring for Large Landfills
1996 EPA NSPS & Emission Guidelines for MSW Landfills - 40 CFR Part 60, Subpart WWW Landfills with the potential to emit more than 50
Mg/year of NMVOCs must collect & combust biogas
Reduces odors, safety concerns, & methane emissions
Required quarterly surface VOC monitoring Exceedance of 500 ppm above background
requires remedial action
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Background (cont.)
Methane generation can be estimated from EPA landfill gas generation models.
Problems – theoretical, need detailed records, cannot account for capture
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Background (cont.)
Methane flux can be measured with a flux chamber
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Problems with flux chamber
Very labor intensive Takes a lot of time to get only a few
measurements Gives only point measurements Can give highly variable results
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Background (cont.) Methane flux can be estimated with
optical systems
Source: Thoma et. al, 2005
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Problems with this method
Very costly Time consuming and labor intensive Depends on proper wind orientation Cannot distinguish variability within
landfill
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Our New Method
Hundreds of ambient CH4 measurements as receptor concentrations (C’s) Walking survey (1-2 minutes per measurement) Measure wind speed and direction All done in a day
Choose hundreds of point sources (Q’s) Use a plot plan or aerial photo
Invert dispersion equations to solve for Q’s
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Basic Gaussian Equation
Use dispersion eqn. for a point source:
Modified for z=0 and H=0:
2
2
2
2
2
2
2
1exp
2
1exp
2
1exp
2 zzyzy
HzHzy
u
QC
2
2
2
1exp
yzy
y
u
QC
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Sigmas are functions of x
σy = axb
σz = cxd + f
where: σy, σz = horizontal, vertical dispersion coeff’s
x = downwind distance from source to receptor
(so we must calculate x from each source to each receptor!)
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Source-Receptor Geometry y
u
x
S (xj,yj)
Receptor (xi,yi)
Ө
xdist
ydist
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Trigonometry
X-dist = Δx sin Ө + Δy cos Ө
Y-dist = Δx cos Ө - Δy sin Ө
Where Δx , Δy = differences in the x and y coordinates of source and receptor pair
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Model C from each source & Sum to get total Modeled C
Ci,j = f(x,y)i,j*Qj
where:
Ci,mod Ci, jj1
n
2
2
2
1exp
1
yzy
y
uf
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Compare Ci,mod. vs Ci,meas.
Goal is set of Ci,mod to minimize:
where m = number of receptors
R2 Ci,measured Ci,mod 2
i1
m
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In Matrix Notation. . .
minq
F q cmeasured 2
2
q Fcmeasured
F FTF 1FT
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A Single County Landfill
Class 1 MSW landfill, located in Central Florida, serving 1 county.
Serves over 300,000 residents in 7 cities.
Receives about 800 tons/day of waste. The total disposal area is 232 acres,
and only 127 acres currently have been used.
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The Single County Landfill (SCL)
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Other Facts
Closed Cell has a liner, a cover, and a gas collection system.
Flared LFG until just last week when new LFG-fueled combustion engines started burning the gas to generate electricity
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Receptors: Surface Emission Readings (ppm as methane)
Receptor Locations
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Choose Source Locations
Goal: Get best-fit emission rates at all locations, ug/s
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Results
Started with 357 receptors and 356 sources
Programmed matrix equations into Matlab End result was reduced number of sources
and modeled source strengths at each one Final calculated output was about 1 kg/s of
methane from the SCL, most of which was coming from the active cell
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Emitting Sources
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ISCST model
Next, used ISCST to model the event Compared modeled vs measured C’s Prepared Scatterplot
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Results (cont.)
Used ISCST to model all sources & receptors
Trendline:y = 1.0447xR2 = 0.651
0
100
200
300
400
500
0 100 200 300 400 500
Measured Ambient VOC Concentration (PPM as methane)
Pre
dict
ed M
etha
ne C
once
ntra
tion
(P
PM
as
met
hane
)
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Results (cont.)
Emissions same order of magnitude as at least 2 other U.S. landfills
Landfill
Waste in Place (tons)
Year Estimated Methane Emissions (g/sec)
SCL, Florida
6,456,000
2007 Approximately 1000
Kenosha, Wisconsin
5,720,000
2003 899
Central Landfill, Rhode Island
5,916,449
1996 1293
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Sensitivity Studies Different source locations and different number of
sources – total methane stayed about the same
Case 1 Case 2 Case 3 Case 4
Number of Original Sources Inputted by authors 356 356 356 228
Number of Sources after processed by MATLAB 328 318 335 215
Methane Emissions Inventory (g/sec) 970 930 1090 900
Percent Difference from Case 1 0.0% 4.0% 12.5% 6.6%
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Sensitivity (cont.)
Numbers of larger emitters increased when total number of sources decreased
0
20
40
60
80
100
120
140
160
180
200
Number of Sources
Case 1 Case 2 Case 4
Cases
Comparing Methane Emission Ranges for Case 1, Case 2, & Case 4
Emissions < 5 g/s 5 g/s < Emissions < 20 g/s Emissions > 20 g/s
171
1012
169
10
14
155
20
18
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Conclusions
Method is robust Method appears to be accurate Method appears to work better with
larger number of sources and receptors
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Implications
Methane emissions from landfills are big contributor to GCC; accurate inventory is important
Methane “hotspots” within a landfill may identify leaking gas collection system
Also, methane can be used a surrogate for odor emissions – odor buffer zones can be determined
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Summary
This is a work in progress, but the technique offers promise
If successful our method will give an easy and accurate way to predict methane emissions from landfills assess variability of emissions within a
landfill predict odor buffer distances
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Acknowledgments
The authors gratefully acknowledge the financial support of the Hinkley Center for Solid and Hazardous Waste Management
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Questions
How do birds know where to go when How do birds know where to go when they migrate?they migrate?
What is the meaning of life?What is the meaning of life? Aww, come on. . . I meant questions Aww, come on. . . I meant questions
that I have a chance of answering!that I have a chance of answering!