material balance calculations for petroleum reservoirs · 2018-03-17 · 5 3. oil recovery by...
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MATERIAL BALANCE CALCULATIONS FOR
PETROLEUM RESERVOIRS
In 1936, Schilthuis developed a general material balance equation
that can be applied to all reservoir types. Although it is a tank
model equation, it can provide great insight for the practicing
reservoir engineer.
Hassan S. Naji,
Professor,
1
Consider the sketch below:
The MB is written from start of production to any time (t) as follows:
Expansion of oil in the oil zone + Expansion of gas in the gas zone +
Expansion of connate water in both zones +
Compaction of pore volume in both zones +
Water influx + Water injected + Gas injected =
Oil produced + Gas produced + Water produced
(1)
𝑁(𝐵𝑡 − 𝐵𝑡𝑖) + 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + (𝑁𝐵𝑡𝑖 + 𝐺𝐵𝑔𝑖) (𝑆𝑤𝑐𝑐𝑤1 − 𝑆𝑤𝑐
)∆𝑝𝑡
+ (𝑁𝐵𝑡𝑖 + 𝐺𝐵𝑔𝑖) (𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒 +𝑊𝐼𝐵𝐼𝑤 + 𝐺𝐼𝐵𝐼𝑔
= 𝑁𝑝𝐵𝑡 + (𝐺𝑝 − 𝑁𝑝𝑅𝑠𝑜𝑖)𝐵𝑔 +𝑊𝑝𝐵𝑤= 𝑁𝑝𝐵𝑡 + (𝑁𝑝𝑅𝑝 − 𝑁𝑝𝑅𝑠𝑜𝑖)𝐵𝑔 +𝑊𝑝𝐵𝑤= 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] +𝑊𝑝𝐵𝑤
(2)
Rearranging (2) yields:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖) + 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + (𝑁𝐵𝑡𝑖 + 𝐺𝐵𝑔𝑖) (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐) ∆𝑝𝑡 +𝑊𝑒
+𝑊𝐼𝐵𝐼𝑤 + 𝐺𝐼𝐵𝐼𝑔 = 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] +𝑊𝑝𝐵𝑤
(3)
Where:
𝑁 original oil in place OOIP, STB
𝑁𝑝 cumulative oil produced, STB
𝐺 original gas in place OGIP, SCF
𝐺𝐼 cumulative gas injected into reservoir, SCF
𝐺𝑝 cumulative gas produced, = 𝑁𝑝𝑅𝑝, SCF
𝑊𝑒 water influx into reservoir, bbl
𝑊𝐼 cumulative water injected into reservoir, STB
𝑊𝑝 cumulative water produced, STB
2
𝐵𝑡𝑖 initial two-phase formation volume factor = 𝐵𝑜𝑖, bbl/STB
𝐵𝑜𝑖 initial oil formation volume factor, bbl/STB
𝐵𝑔𝑖 initial gas formation volume factor, bbl/SCF
𝐵𝑡 two-phase formation volume factor = 𝐵𝑜 + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜), bbl/STB
𝐵𝑜 oil formation volume factor, bbl/STB
𝐵𝑔 gas formation volume factor, bbl/SCF
𝐵𝑤 water formation volume factor, bbl/STB
𝐵𝐼𝑔 injected gas formation volume factor, bbl/SCF
𝐵𝐼𝑤 injected water formation volume factor, bbl/STB
𝑅𝑠𝑜𝑖 initial solution gas-oil ratio, SCF/STB
𝑅𝑠𝑜 current solution gas-oil ratio, SCF/STB
𝑅𝑝 cumulative produced gas-oil ratio, SCF/STB
𝑐𝑓 formation compressibility, psia-1
𝑐𝑤 water isothermal compressibility, psia-1
𝑆𝑤𝑐 connate water saturation
∆𝑝𝑡 reservoir pressure drop = 𝑝𝑖 − 𝑝(𝑡), psia
𝑝𝑖 initial reservoir pressure, psia
𝑝(𝑡) current reservoir pressure, psia
1. Straight Line Form of the Material Balance Equation
Normally, when using the material balance equation, each pressure and the
corresponding production and PVT data are considered as being a separate point from
other pressure values. From each separate point, a calculation is made and the results of
these calculations are averaged. However, a method is required to make use of all data
points with the requirement that these points must yield solutions to the material balance
equation that behave linearly to obtain values of the independent variable. The straight-
line method begins with the material balance, equation (3), written as:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖) + 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + (𝑁𝐵𝑡𝑖 + 𝐺𝐵𝑔𝑖) (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒
+𝑊𝐼𝐵𝐼𝑤 + 𝐺𝐼𝐵𝐼𝑔 = 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] +𝑊𝑝𝐵𝑤
(4)
Defining the ratio of the initial gas cap volume to the initial oil volume as:
𝑚 =𝐺𝐵𝑔𝑖
𝑁𝐵𝑡𝑖 ⇒ 𝐺𝐵𝑔𝑖 = 𝑁𝑚𝐵𝑡𝑖 ⇒ 𝐺 = 𝑁𝑚
𝐵𝑡𝑖𝐵𝑔𝑖
(5)
Replacing 𝐺 and 𝐺𝐵𝑔𝑖 into equation (4) and taking 𝑁 and 𝑁𝑝 as common yields:
𝑁 [(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐵𝑡𝑖(1 + 𝑚) (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡] +𝑊𝑒
= 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] +𝑊𝑝𝐵𝑤 −𝑊𝐼𝐵𝐼𝑤 − 𝐺𝐼𝐵𝐼𝑔
(6)
3
Let us define the following cumulative expansions:
𝐸𝑜 = cumulative oil expansion = (𝐵𝑡 − 𝐵𝑡𝑖) (7)
𝐸𝑔 = cumulative gas expansion =𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) (8)
𝐸𝑓,𝑤 = cumulative connate water expansion and formation compaction
= 𝐵𝑡𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡
(9)
𝐹 = cumulative reservoir voidage= 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] +𝑊𝑝𝐵𝑤 −𝑊𝐼𝐵𝐼𝑤 − 𝐺𝐼𝐵𝐼𝑔
(10)
Thus, we rewrite (6) as follows:
𝑁[𝐸𝑜 +𝑚𝐸𝑔 + (1 +𝑚)𝐸𝑓,𝑤] +𝑊𝑒 = 𝐹 (11)
Let us define the cumulative total expansion as:
𝐸𝑡 = 𝐸𝑜 +𝑚𝐸𝑔 + (1 +𝑚)𝐸𝑓,𝑤 (12)
Plugging (12) into (11) yields:
𝑁𝐸𝑡 +𝑊𝑒 = 𝐹 (13)
Dividing (13) all through by 𝐸𝑡, we get:
𝑁 +𝑊𝑒
𝐸𝑡=
𝐹
𝐸𝑡 (14)
Which is written as 𝑏 + 𝑥 = 𝑦. This would suggest that a plot of 𝐹
𝐸𝑡 as the y coordinate
and 𝑊𝑒
𝐸𝑡 as the x coordinate would yield a straight line with slope equal to 1 and intercept
equal to 𝑁.
4
2. Drive Indexes from the Material Balance Equation
The three major driving mechanisms are:
Depletion Drive (expansion of oil in the oil zone),
Segregation Drive (expansion of gas in the gas zone), and
Water Drive (water influx in the water zone).
To determine the relative magnitude of each of these driving mechanisms, the
compressibility term in the material balance equation is neglected and the equation is
rearranged as follows:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖) + 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + (𝑊𝑒 −𝑊𝑝𝐵𝑤) = 𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] (15)
Dividing all through by the right hand side of the equation yields:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]+
𝐺(𝐵𝑔 − 𝐵𝑔𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]
+(𝑊𝑒 −𝑊𝑝𝐵𝑤)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]= 1
(16)
The terms on the left hand side of the above equation represent the depletion drive index
(DDI), the segregation drive index (SDI), and the water drive index (WDI) respectively.
Thus, using Pirson's abbreviations, we write:
DDI + SDI + WDI = 1
𝐹𝐸𝑡
𝑊𝑒𝐸𝑡
Aquifer too small
Aquifer too big
5
3. Oil Recovery by Internal Gas Drive
Oil is produced from volumetric, undersaturated reservoirs by the expansion of reservoir
fluids. Down to the bubble-point pressure, the production is caused by liquid (oil and
connate water) expansion and rock compressibility. Below the bubble-point pressure, the
expansion of the connate water and the rock compressibility are negligible, and as the oil
phase contracts owing to release of gas from solution, production is a result of expansion
of the gas phase. As production proceeds, pressure drops and the gas and oil viscosities
and volume factors continually change. Tracy method for predicting the performance of
internal gas drive reservoir uses the material balance equation for a volumetric
undersaturated oil reservoir, which is written as:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖) + 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) +𝑊𝑒 = 𝑁𝑝𝐵𝑡 + 𝑁𝑝(𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔 +𝑊𝑝𝐵𝑤 (17)
Since:
𝐺 = 𝑁𝑚𝐵𝑡𝑖𝐵𝑔𝑖
𝐺𝑝 = 𝑁𝑝𝑅𝑝
𝐵𝑡𝑖 = 𝐵𝑜𝑖
𝐵𝑡 = 𝐵𝑜 + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜)
(18)
Plugging into the equation, rearranging, and solving for N yields:
𝑁 =𝑁𝑝[𝐵𝑜 − 𝐵𝑔𝑅𝑠𝑜] + 𝐺𝑝𝐵𝑔 + (𝑊𝑝𝐵𝑤 −𝑊𝑒)
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) (19)
6
Let:
Φ𝑁 =𝐵𝑜 − 𝐵𝑔𝑅𝑠𝑜
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
(20)
Φ𝐺 =𝐵𝑔
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
(21)
Φ𝑊 =1
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
(22)
Plugging into the above equation yields:
𝑁 = 𝑁𝑝Φ𝑁 + 𝐺𝑝Φ𝐺 + (𝑊𝑝𝐵𝑤 −𝑊𝑒)Φ𝑊 (23)
If there is no water influx or water production, the equation is written as:
𝑁 = 𝑁𝑝Φ𝑁 + 𝐺𝑝Φ𝐺 (24)
Φ factors can be calculated at all desired pressures using data from a reservoir fluid
analysis. Then a table or plot of these factors can be used to calculate oil in place or
predict future performance. The process starts as follows:
At time level j, the above equation is written as:
𝑁 = (𝑁𝑝𝑗−1
+ ∆𝑁𝑝)Φ𝑁𝑗+ (𝐺𝑝
𝑗−1+ ∆𝐺𝑝)Φ𝐺
𝑗 (25)
Since:
∆𝐺𝑝 = ∆(𝑁𝑝𝑅𝑝) = 𝑅𝑝𝑎𝑣𝑔
∆𝑁𝑝 = [𝑅𝑝𝑗−1
+ 𝑅𝑝𝑗
2] ∆𝑁𝑝 (26)
Expanding and rearranging yields:
𝑁 = 𝑁𝑝𝑗−1
Φ𝑁𝑗+ ∆𝑁𝑝Φ𝑁
𝑗+ 𝐺𝑝
𝑗−1Φ𝐺
𝑗+ 𝑅𝑝
𝑎𝑣𝑔∆𝑁𝑝Φ𝐺
𝑗 (27)
𝑁 = (𝑁𝑝𝑗−1
Φ𝑁𝑗+ 𝐺𝑝
𝑗−1Φ𝐺
𝑗) + (Φ𝑁
𝑗+ 𝑅𝑝
𝑎𝑣𝑔Φ𝐺
𝑗)∆𝑁𝑝 (28)
Rearranging and solving for ∆𝑁𝑝, we get:
7
∆𝑁𝑝 =𝑁 − 𝑁𝑝
𝑗−1Φ𝑁
𝑗− 𝐺𝑝
𝑗−1Φ𝐺
𝑗
Φ𝑁𝑗+ 𝑅𝑝
𝑎𝑣𝑔Φ𝐺
𝑗 (29)
Where 𝑁𝑝𝑗−1
, 𝐺𝑝𝑗−1
are the cumulative oil and gas production at the old time level 𝑗 − 1
respectively. The Tarner method for predicting reservoir performance by internal gas
drive will be presented in a form proposed by Tracy as follows:
Calculate Φ𝑁 and Φ𝐺 at 𝑝 = 𝑝𝑖 − ∆𝑝 using:
Φ𝑁 =𝐵𝑜 − 𝐵𝑔𝑅𝑠𝑜
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
(30)
Φ𝐺 =𝐵𝑔
(𝐵𝑜 − 𝐵𝑜𝑖) + 𝐵𝑔(𝑅𝑠𝑜𝑖 − 𝑅𝑠𝑜) + 𝑚𝐵𝑜𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
(31)
Assume 𝑅𝑝𝑗 = 𝑅𝑠𝑜
𝑗
Calculate 𝑅𝑝𝑎𝑣𝑔
using:
𝑅𝑝𝑎𝑣𝑔
= [𝑅𝑝𝑗−1
+ 𝑅𝑝𝑗
2] (32)
Calculate ∆𝑁𝑝 using:
∆𝑁𝑝 =𝑁 − 𝑁𝑝
𝑗−1Φ𝑁
𝑗− 𝐺𝑝
𝑗−1Φ𝐺
𝑗
Φ𝑁𝑗+ 𝑅𝑝
𝑎𝑣𝑔Φ𝐺
𝑗 (33)
Calculate:
𝑁𝑝 = 𝑁𝑝𝑗−1
+ ∆𝑁𝑝 (34)
Calculate 𝑆𝑜 and 𝑆𝐿 as follows:
𝑆𝑜 = (1 − 𝑆𝑤) (1 −𝑁𝑝
𝑁)𝐵𝑜𝐵𝑜𝑖
(35)
𝑆𝐿 = 𝑆𝑤 + 𝑆𝑜 (36)
Evaluate 𝑘𝑜 at 𝑆𝑤 and 𝑘𝑔 at 𝑆𝐿
8
Calculate 𝑅𝑝𝑗 using the following equation:
𝑅𝑝𝑗= 𝑅𝑠𝑜 +
𝐵𝑜𝐵𝑔
𝜆𝑔
𝜆𝑜= 𝑅𝑠𝑜 +
𝐵𝑜𝐵𝑔
𝑘𝑔 𝜇𝑔⁄
𝑘𝑜 𝜇𝑜⁄= 𝑅𝑠𝑜 +
𝐵𝑜𝐵𝑔
𝑘𝑔
𝑘𝑜
𝜇𝑜𝜇𝑔
(37)
Calculate the difference between the assumed and the calculated 𝑅𝑝𝑗 value. If these two
values agree within some tolerance, then the calculated ∆𝑁𝑝 is correct, else, the
calculated value should be used as the new guess and steps 3 through 9 are repeated.
4. Oil Reservoirs Above Bubble-Point Pressure
The material balance equation for oil reservoirs above the bubble-point pressure is
written as:
𝑁(𝐵𝑜 − 𝐵𝑜𝑖) + 𝑁𝐵𝑜𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒 = 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤
= 𝑁𝐵𝑜 − 𝑁𝐵𝑜𝑖 + 𝑁𝐵𝑜𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒
= 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 = 𝑁𝐵𝑜𝑖 [𝐵𝑜𝐵𝑜𝑖
− 1 + (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡] +𝑊𝑒
= 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤
(38)
Since:
𝐵𝑜𝐵𝑜𝑖
= 1 + 𝑐𝑜∆𝑝𝑡
(39)
Plugging into the above equation yields:
𝑁𝐵𝑜𝑖 (𝑐𝑜∆𝑝𝑡 + (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐) ∆𝑝𝑡) +𝑊𝑒 = 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤
= 𝑁𝐵𝑜𝑖 ((1 − 𝑆𝑤𝑐)𝑐𝑜 + 𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡
= 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 −𝑊𝑒 = 𝑁𝐵𝑜𝑖 (𝑆𝑜𝑖𝑐𝑜 + 𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡
= 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 −𝑊𝑒 = 𝑁𝐵𝑜𝑖 (𝑐𝑡
1 − 𝑆𝑤𝑐)∆𝑝𝑡
= 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 −𝑊𝑒
(40)
Let:
𝑐𝑒 =𝑐𝑡
1 − 𝑆𝑤𝑐
(41)
9
Plugging into the above equation yields:
𝑁 =𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 ⟹ 𝑁𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 = 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 −𝑊𝑒 (42)
The Van Everdingin & Hurst model for water influx is given by:
𝑊𝑒(𝑡𝑛+1) = 𝐵 ∑(∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1 − 𝑡𝐷𝑗)
𝑛
𝑗=0
(43)
Where:
𝐵 =2𝜋
5.6146∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360= 1.11908∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360 (44)
Plugging (44) into (42) yields:
𝑁𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 = 𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤 − 𝐵 ∑(∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷𝑛+1 − 𝑡𝐷
𝑗)
𝑛
𝑗=0
(45)
Writing the equation in a straight-line form yields:
𝑁𝑝𝐵𝑜 +𝑊𝑝𝐵𝑤
𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡= 𝑁 + 𝐵
∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷𝑛+1 − 𝑡𝐷
𝑗)𝑛
𝑗=0
𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 (46)
This form suggests plotting 𝑁𝑝𝐵𝑜+𝑊𝑝𝐵𝑤
𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 on the y-axis versus
∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷𝑛+1−𝑡𝐷
𝑗)𝑛
𝑗=0
𝐵𝑜𝑖𝑐𝑒∆𝑝𝑡 on
the x-axis and drawing the best-fit line through the set of points. The slope of the best-fit
line would be B and the y-intercept would be N as it can be seen in the next Figure.
10
5. Oil Reservoirs Below Bubble-Point Pressure
The material balance equation for oil reservoirs below the bubble-point pressure is
written as:
𝑁 [(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + (1 + 𝑚)𝐵𝑡𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡] +𝑊𝑒
= 𝑁𝑝[𝐵𝑡 + 𝐵𝑔(𝑅𝑝 − 𝑅𝑠𝑜𝑖)] +𝑊𝑝𝐵𝑤
(47)
Rearranging in a straight-line form yields:
𝑁 +𝑊𝑒
[(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + (1 + 𝑚)𝐵𝑡𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓1 − 𝑆𝑤𝑐
)∆𝑝𝑡]
=𝑁𝑝[𝐵𝑡 + 𝐵𝑔(𝑅𝑝 − 𝑅𝑠𝑜𝑖)] +𝑊𝑝𝐵𝑤
[(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + (1 + 𝑚)𝐵𝑡𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓1 − 𝑆𝑤𝑐
)∆𝑝𝑡]
(48)
The Van Everdingin & Hurst model for water influx is given by:
𝑊𝑒(𝑡𝑛+1) = 𝐵 ∑(∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1 − 𝑡𝐷𝑗)
𝑛
𝑗=0
(49)
Where:
𝐵 =2𝜋
5.6146∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360= 1.11908∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360 (50)
Plugging (50) into (48) yields:
𝑁𝑝[𝐵𝑡 + 𝐵𝑔(𝑅𝑝 − 𝑅𝑠𝑜𝑖)] +𝑊𝑝𝐵𝑤
[(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐵𝑡𝑖(1 + 𝑚)(𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓1 − 𝑆𝑤𝑐
)∆𝑝𝑡]
= 𝑁 + 𝐵 ∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1 − 𝑡𝐷𝑗)𝑛
𝑗=0
[(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐵𝑡𝑖(1 + 𝑚) (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓1 − 𝑆𝑤𝑐
) ∆𝑝𝑡]
(51)
This form suggests plotting 𝑁𝑝[𝐵𝑡+𝐵𝑔(𝑅𝑝−𝑅𝑠𝑜𝑖)]+𝑊𝑝𝐵𝑤
[(𝐵𝑡−𝐵𝑡𝑖)+𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔−𝐵𝑔𝑖)+𝐵𝑡𝑖(1+𝑚)(𝑆𝑤𝑐𝑐𝑤+𝑐𝑓
1−𝑆𝑤𝑐)∆𝑝𝑡]
on the y-axis
versus ∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1−𝑡𝐷𝑗)𝑛
𝑗=0
[(𝐵𝑡−𝐵𝑡𝑖)+𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔−𝐵𝑔𝑖)+𝐵𝑡𝑖(1+𝑚)(𝑆𝑤𝑐𝑐𝑤+𝑐𝑓
1−𝑆𝑤𝑐)∆𝑝𝑡]
on the x-axis and drawing the best-
11
fit line through the set of points. The slope of the best-fit line would be B and the y-
intercept would be N as it can be seen in the next Figure.
12
6. Closed or Volumetric Gas Reservoirs with Negligible Water and
Rock Compressibilities
For closed or volumetric gas reservoirs, the material balance equation is written as
follows:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) = 𝐺𝑝𝐵𝑔 (52)
Since the gas formation volume factor is defined as:
𝐵𝑔 =𝑉𝑔,𝑟𝑒𝑠
𝑉𝑔,𝑠𝑐𝑓⁄ (53)
The Universal Gas Law is written as:
𝑝𝑉 = 𝑧𝑛𝑅𝑇 ⟹ 𝑉 =𝑧𝑛𝑅𝑇
𝑝 (54)
Therefore,
𝐵𝑔 =
(𝑧𝑛𝑅𝑇𝑝 )
𝑟𝑒𝑠
(𝑧𝑛𝑅𝑇𝑝 )
𝑠𝑐𝑓
= (𝑝
𝑇𝑧)𝑠𝑐𝑓
(𝑇𝑧
𝑝)𝑟𝑒𝑠
=(14.696)
(519.67)(5.6146)𝑇𝑧
𝑝
= (0.0050367764503𝑇)𝑧
𝑝= 𝐶
𝑧
𝑝
(55)
Plugging (55) into (52) yields:
𝐺 (𝑧
𝑝−𝑧𝑖𝑝𝑖) =
𝑧
𝑝𝐺𝑝 (56)
Dividing by 𝐺, then multiplying by 𝑝
𝑧, and finally multiplying by
𝑝𝑖
𝑧𝑖 yields:
𝑧
𝑝−𝑧𝑖𝑝𝑖
=𝑧
𝑝
𝐺𝑝
𝐺 ⟹ 1 −
𝑝 𝑧⁄
𝑝𝑖 𝑧𝑖⁄=𝐺𝑝
𝐺 ⟹
𝑝𝑖𝑧𝑖−𝑝
𝑧=𝑝𝑖𝑧𝑖
𝐺𝑝
𝐺 (57)
Which can arranged in a straight-line form, the p over z form, as follows:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
𝐺𝑝 (58)
13
This form suggests plotting 𝑝
𝑧 on the y-axis versus 𝐺𝑝 on the x-axis and drawing the
best-fit line through the set of points. The slope of the best-fit line would be −𝑝𝑖
𝑧𝑖𝐺 and
the y-intercept would be 𝑝𝑖
𝑧𝑖.
14
7. Gas Reservoirs with Water Influx and Negligible Water and Rock
Compressibilities
For gas reservoirs with water influx, the material balance equation is written as
follows:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) +𝑊𝑒 = 𝐺𝑝𝐵𝑔 +𝑊𝑝𝐵𝑤 (59)
Rearranging and dividing all through by 𝐵𝑔 yields:
𝐺 (1 −𝐵𝑔𝑖
𝐵𝑔) = 𝐺𝑝 +
𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔 (60)
Substituting for 𝐵𝑔 = 𝐶𝑧
𝑝 on the left-hand side of (60) and dividing by 𝐺 yields:
(1 −𝑝 𝑧⁄
𝑝𝑖 𝑧𝑖⁄) =
1
𝐺(𝐺𝑝 +
𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔) (61)
Solving for 𝑝
𝑧 yields:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
(𝐺𝑝 +𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔) (62)
This form suggests plotting 𝑝
𝑧 on the y-axis versus (𝐺𝑝 +
𝑊𝑝𝐵𝑤−𝑊𝑒
𝐵𝑔) on the x-axis and
drawing the best-fit line through the set of points. The slope of the best-fit line would be
−𝑝𝑖
𝑧𝑖𝐺 and the y-intercept would be
𝑝𝑖
𝑧𝑖.
8. Gas Reservoirs with Water Influx and Water and Rock
Compressibilities
For gas reservoirs with water influx and water and rock compressibilities, the material
balance equation is written as follows:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐺𝐵𝑔𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒 = 𝐺𝑝𝐵𝑔 +𝑊𝑝𝐵𝑤 (63)
15
Factor out 𝐺 as common and divide all through by 𝐵𝑔 and rearrange yields:
𝐺 [1 −𝐵𝑔𝑖
𝐵𝑔+𝐵𝑔𝑖
𝐵𝑔(𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡] = 𝐺𝑝 +
𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔 (64)
Let us define the effective compressibility as follows:
�̂�𝑒 = (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐) (65)
Plugging (65) into (64) and solving for 𝐺𝑝 yields:
𝐺𝑝 = 𝐺 [1 −𝐵𝑔𝑖
𝐵𝑔(1 + �̂�𝑒∆𝑝𝑡)] −
𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔 (66)
Substituting for 𝐵𝑔 = 𝐶𝑧
𝑝 on the left-hand side of (66) and dividing by 𝐺 yields:
𝐺𝑝 = 𝐺 [1 −𝑝 𝑧⁄
𝑝𝑖 𝑧𝑖⁄(1 + �̂�𝑒∆𝑝𝑡)] −
𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔 (67)
Solving for 𝑝
𝑧 and rearranging in a straight line form yields:
𝑝
𝑧(1 − �̂�𝑒∆𝑝𝑡) =
𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
[𝐺𝑝 +𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔] (68)
This form suggests plotting 𝑝
𝑧(1 − �̂�𝑒∆𝑝𝑡) on the y-axis versus (𝐺𝑝 +
𝑊𝑝𝐵𝑤−𝑊𝑒
𝐵𝑔) on the
x-axis and drawing the best-fit line through the set of points. The slope of the best-fit
line would be −𝑝𝑖
𝑧𝑖𝐺 and the y-intercept would be
𝑝𝑖
𝑧𝑖.
9. Abnormally High-Pressure Gas Reservoirs
In abnormally high-pressure gas reservoirs, 𝑐𝑓 is a strong function of pressure,
therefore we set:
�̂�𝑒∆𝑝𝑡 = ∑�̂�𝑒𝑗∆𝑝𝑗
𝑛
𝑗=0
= ∑�̂�𝑒𝑗(𝑝𝑗+1 − 𝑝𝑗)
𝑛
𝑗=0
(69)
Therefore equation (68) is written as follows:
𝑝
𝑧(1 +∑�̂�𝑒
𝑗(𝑝𝑗+1 − 𝑝𝑗)
𝑛
𝑗=0
) = 𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
[𝐺𝑝 +𝑊𝑝𝐵𝑤 −𝑊𝑒
𝐵𝑔] (70)
16
This form suggests plotting 𝑝
𝑧(1 − ∑ �̂�𝑒
𝑗(𝑝𝑗+1 − 𝑝𝑗)𝑛
𝑗=0 ) on the y-axis versus (𝐺𝑝 +
𝑊𝑝𝐵𝑤−𝑊𝑒
𝐵𝑔) on the x-axis and drawing the best-fit line through the set of points. The slope
of the best-fit line would be −𝑝𝑖
𝑧𝑖𝐺 and the y-intercept would be
𝑝𝑖
𝑧𝑖.
10. Abnormally High-Pressure Gas Reservoirs with Dissolved Gas in
Water (Fetkovitch Model)
For high-pressure gas reservoirs with dissolved gas in water, Fetkovitch et al. expressed
the material balance equation, equation (70), as follows:
𝑝
𝑧(1 − 𝑐�̅�∆𝑝𝑡) =
𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
[(𝐺𝑝 − 𝐺𝐼 +𝑊𝑝𝑅𝑠𝑤) + (𝑊𝑝𝐵𝑤 −𝑊𝑒 −𝑊𝐼𝐵𝐼𝑤
𝐵𝑔)] (71)
Where:
𝑐�̅� =𝑐�̅� + 𝑆𝑤𝑐𝑐�̅�𝑤 +𝑀(𝑐�̅� + 𝑐�̅�𝑤)
1 − 𝑆𝑤𝑐
𝑐�̅� =1
𝑉𝑝𝑖(𝑉𝑝𝑖 − 𝑉𝑝
𝑝𝑖 − 𝑝) =
1
∅𝑖(∅𝑖 − ∅
𝑝𝑖 − 𝑝)
𝑐�̅�𝑤 =1
𝐵𝑡𝑤𝑖(𝐵𝑡𝑤 − 𝐵𝑡𝑤𝑖𝑝𝑖 − 𝑝
)
𝐵𝑡𝑤 = 𝐵𝑤 + 𝐵𝑔(𝑅𝑠𝑤𝑖 − 𝑅𝑠𝑤)
(72)
𝑀 is defined as the associated water volume ratio. The associated water and pore
volumes external to the net pay include Non-Net Pay (NNP) such as inter-bedded shales
and dirty sands plus external water volume found in AQuifers. This volume is expressed
as a ratio relative to the pore volume of the net-pay reservoir; i.e.
𝑀 = 𝑀𝑁𝑁𝑃 +𝑀𝐴𝑄
𝑀𝑁𝑁𝑃 =(𝑉𝑝)𝑁𝑁𝑃(𝑉𝑝)𝑅𝐸𝑆
=ℎ𝑁𝑁𝑃ℎ𝑅𝐸𝑆
=ℎ𝐺𝑅𝑂𝑆𝑆 − ℎ𝑅𝐸𝑆
ℎ𝑅𝐸𝑆
𝑀𝐴𝑄 =(𝑉𝑝)𝐴𝑄
(𝑉𝑝)𝑅𝐸𝑆
≈ (𝑟𝑒2
𝑟𝑤2− 1)
(73)
This form suggests plotting 𝑝
𝑧(1 − 𝑐�̅�∆𝑝𝑡) on the y-axis versus (𝐺𝑝 − 𝐺𝐼 +𝑊𝑝𝑅𝑠𝑤) +
(𝑊𝑝𝐵𝑤−𝑊𝑒−𝑊𝐼𝐵𝐼𝑤
𝐵𝑔) on the x-axis and drawing the best-fit line through the set of points.
The slope of the best-fit line would be −𝑝𝑖
𝑧𝑖𝐺 and the y-intercept would be
𝑝𝑖
𝑧𝑖.
17
11. Abnormally High-Pressure Gas Reservoirs with Dissolved Gas in
Water (Kazemi's Model)
We start with Fetkovitch material balance equation as follows:
𝑝
𝑧(1 −∑�̃�𝑒
𝑗∆𝑝𝑗
𝑛
𝑗=0
)
= 𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
[(𝐺𝑝 − 𝐺𝐼 +𝑊𝑝𝑅𝑠𝑤) + (𝑊𝑝𝐵𝑤 −𝑊𝑒 −𝑊𝐼𝐵𝐼𝑤
𝐵𝑔)]
(74)
Where:
�̃�𝑒𝑗=𝑐𝑓𝑗+ 𝑆𝑤𝑐𝑐𝑎𝑤
𝑗+𝑀(𝑐𝑓
𝑗+ 𝑐𝑎𝑤
𝑗)
1 − 𝑆𝑤𝑐
𝑐𝑓𝑗=1
∅(𝜕∅
𝜕𝑝) =
1
∅𝑗(∅𝑗+1 − ∅𝑗
𝑝𝑗+1 − 𝑝𝑗)
𝑐𝑎𝑤𝑗
=−1
𝐵𝑤(𝜕𝐵𝑤𝜕𝑝
− 𝐵𝑔𝜕𝑅𝑠𝑤𝜕𝑝
) =−1
𝐵𝑤𝑗(𝐵𝑤𝑗+1
− 𝐵𝑤𝑗
𝑝𝑗+1 − 𝑝𝑗− 𝐵𝑔
𝑗 𝑅𝑠𝑤𝑗+1
− 𝑅𝑠𝑤𝑗
𝑝𝑗+1 − 𝑝𝑗)
(75)
This form suggests plotting 𝑝
𝑧(1 − ∑ �̃�𝑒
𝑗∆𝑝𝑗𝑛
𝑗=0 ) on the y-axis versus (𝐺𝑝 − 𝐺𝐼 +
𝑊𝑝𝑅𝑠𝑤) + (𝑊𝑝𝐵𝑤−𝑊𝑒−𝑊𝐼𝐵𝐼𝑤
𝐵𝑔) on the x-axis and drawing the best-fit line through the set
of points. The slope of the best-fit line would be −𝑝𝑖
𝑧𝑖𝐺 and the y-intercept would be
𝑝𝑖
𝑧𝑖.
12. Graphical Technique for the Abnormally High-Pressure Gas
Reservoirs (A Non-p/z Form of the Gas Material Balance)
The graphical technique for the abnormally high-pressure gas reservoirs is written as:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐺𝐵𝑔𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 +𝑊𝑒
= (𝐺𝑝 − 𝐺𝐼)𝐵𝑔 +𝑊𝑝𝑅𝑠𝑤 + (𝑊𝑝 −𝑊𝐼)𝐵𝑤
(76)
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) + 𝐺𝐵𝑔𝑖∑�̃�𝑒𝑗∆𝑝𝑗
𝑛
𝑗=0
+𝑊𝑒
= (𝐺𝑝 − 𝐺𝐼)𝐵𝑔 +𝑊𝑝𝑅𝑠𝑤 + (𝑊𝑝 −𝑊𝐼)𝐵𝑤
(77)
Let us define the following cumulative expansions:
𝐸𝑔 = cumulative gas expansion = (𝐵𝑔 − 𝐵𝑔𝑖) (78)
18
𝐸𝑓,𝑤 = cumulative connate water expansion and formation compaction
= 𝐵𝑔𝑖 (𝑆𝑤𝑐𝑐𝑤 + 𝑐𝑓
1 − 𝑆𝑤𝑐)∆𝑝𝑡 = 𝐵𝑔𝑖𝑐�̅�∆𝑝𝑡 for Fetkovitch model
= 𝐵𝑔𝑖∑�̃�𝑒𝑗∆𝑝𝑗
𝑛
𝑗=0
for Kazemi′s model
(79)
𝐹 = (𝐺𝑝 − 𝐺𝐼)𝐵𝑔 +𝑊𝑝𝑅𝑠𝑤 + (𝑊𝑝 −𝑊𝐼)𝐵𝑤 (80)
Plugging (78), (79), and (80) into (77) yields:
𝐹 = 𝐺[𝐸𝑔 + 𝐸𝑓,𝑤] +𝑊𝑒 (81)
Let us define the cumulative total expansion as:
𝐸𝑡 = 𝐸𝑔 + 𝐸𝑓,𝑤 (82)
Plugging (82) into (81) yields:
𝐹 = 𝐺𝐸𝑡 +𝑊𝑒 (83)
Dividing all through by 𝐸𝑡, we get:
𝐺 +𝑊𝑒
𝐸𝑡=
𝐹
𝐸𝑡 (84)
Which is written as 𝑏 + 𝑥 = 𝑦. This would suggest that a plot of 𝐹
𝐸𝑡 as the y coordinate
and 𝑊𝑒
𝐸𝑡 as the x coordinate would yield a straight line with slope equal to 1 and intercept
equal to 𝑁 as it can be seen in the next Figure.
19
Since the Van Everdingin & Hurst model for water influx is given by:
𝑊𝑒(𝑡𝑛+1) = 𝐵 ∑(∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1 − 𝑡𝐷𝑗)
𝑛
𝑗=0
(85)
Where:
𝐵 =2𝜋
5.6146∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360= 1.11908∅𝑐𝑡ℎ𝑟𝑤
2𝜃
360 (86)
Plugging into the above equation yields:
𝐺 + 𝐵 ∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷
𝑛+1 − 𝑡𝐷𝑗)𝑛
𝑗=0
𝐸𝑡=
𝐹
𝐸𝑡 (87)
This form suggests plotting 𝐹
𝐸𝑡 on the y-axis versus
∑ (∆𝑝𝑗) 𝑊𝑒𝐷 (𝑡𝐷𝑛+1−𝑡𝐷
𝑗)𝑛
𝑗=0
𝐸𝑡 on the x-axis
and drawing the best-fit line through the set of points. The slope of the best-fit line
would be B and the y-intercept would be N as it can be seen in the next Figure.
20
21
13. Wet Gas Reservoirs
In wet gas reservoirs, the stock tank barrels of the Liquid condensate produced must be
accounted for in the cumulative gas production. This is done as follows:
(𝐺𝑝)𝑒𝑓𝑓 = 𝐺𝑝(dry gas) + 𝐺𝑝(wet gas)
(𝐺𝑝)𝑒𝑓𝑓 = 𝐺𝑝 + (𝐺𝐿𝐶𝐾𝐿𝐶)
(88)
Where:
(𝐺𝑝)𝑒𝑓𝑓 is the effective cumulative gas produced, SCF
𝐺𝑝 is the cumulative gas produced, SCF
𝐺𝐿𝐶 is the cumulative liquid condensate produced, STB
𝐾𝐿𝐶 is the liquid condensate conversion factor, SCF/STB, which is given by:
𝐾𝐿𝐶 = 132,790𝑆𝐺𝐿𝐶𝑀𝑊𝐿𝐶
𝑆𝐺𝐿𝐶 is the specific gravity of the liquid condensate which is given by:
𝑆𝐺𝐿𝐶 =141.5
131.5 + °𝐴𝑃𝐼
𝑀𝑊𝐿𝐶 is the molecular weight of the liquid condensate which is given by:
𝑀𝑊𝐿𝐶 =6084
°𝐴𝑃𝐼 − 5.9 Cragoe′sequation
𝑀𝑊𝐿𝐶 =5954
°𝐴𝑃𝐼 − 8.8 modified by McCain
Therefore the effective gas production would be given by:
(𝐺𝑝)𝑒𝑓𝑓 = 𝐺𝑝 + 3155.8255 (°𝐴𝑃𝐼 − 8.8
131.5 + °𝐴𝑃𝐼)𝐺𝐿𝐶
22
14. Closed Form Solutions
Some derivations for G from dynamic calculations:
Ramey (1966) expressed the produced gas at abandonment pressure with the following
equation:
(𝐺𝑝)𝑎𝑏 = 𝐺 {1 − 𝐸𝑣 [𝑆𝑔𝑡
𝑆𝑔+1 − 𝐸𝑣𝐸𝑣
](𝑝 𝑧⁄ )𝑎𝑏(𝑝 𝑧⁄ )𝑖
} (90)
Since:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) +𝑊𝑒 = 𝐺𝑝𝐵𝑔 +𝑊𝑝𝐵𝑤 (91)
Therefore,
𝐺𝐵𝑔 − 𝐺𝐵𝑔𝑖 = 𝐺𝑝𝐵𝑔 −𝑊𝑒 +𝑊𝑝𝐵𝑤 (92)
Assuming there is no water produced, and considering the trapped gas, we rewrite
equation (92) as follows:
[𝐺𝐵𝑔 − 𝐺𝐵𝑔𝑖𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔] − 𝐺𝐵𝑔𝑖 = 𝐺𝑝𝐵𝑔 −𝑊𝑒 (93)
Let:
𝐺𝐵𝑔𝑖𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔≡ (𝐺𝐵𝑔𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔)𝐵𝑔𝑖
𝐵𝑔≡ (𝐺𝐵𝑔𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔)(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖 (94)
Thus, we write:
[𝐺𝐵𝑔 − 𝐺𝐵𝑔𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] − 𝐺𝐵𝑔𝑖 = 𝐺𝑝𝐵𝑔 −𝑊𝑒
𝐺𝐵𝑔 [1 − 𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] − 𝐺𝐵𝑔𝑖 = 𝐺𝑝𝐵𝑔 −𝑊𝑒
𝐺 [1 − 𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] − 𝐺
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖= 𝐺𝑝 −
𝑊𝑒
𝐵𝑔
[1 − 𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] −
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖=𝐺𝑝
𝐺−
𝑊𝑒
𝐵𝑔𝐺
[1 − 𝐸𝑣(𝑡)𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] −
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖=𝐺𝑝
𝐺−
𝑊𝑒
𝐵𝑔𝐺
23
𝐺𝑝
𝐺= [1 − 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖] −
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖+
𝑊𝑒
𝐵𝑔𝐺
𝐺𝑝
𝐺
𝑝𝑖𝑧𝑖= [1 − 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖]𝑝𝑖𝑧𝑖−𝑝
𝑧+
𝑊𝑒
𝐵𝑔𝐺
𝑝𝑖𝑧𝑖
𝑝
𝑧=𝑝𝑖𝑧𝑖[1 − 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖−𝐺𝑝
𝐺+
𝑊𝑒
𝐵𝑔𝐺]
𝑝
𝑧=𝑝𝑖𝑧𝑖[1 − 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖−1
𝐺(𝐺𝑝 −
𝑊𝑒
𝐵𝑔)]
𝑝
𝑧(1 + 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔) =
𝑝𝑖𝑧𝑖[1 −
1
𝐺(𝐺𝑝 −
𝑊𝑒
𝐵𝑔)] (95)
This form suggests plotting 𝑝
𝑧(1 + 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔) on the y-axis versus (𝐺𝑝 −
𝑊𝑒
𝐵𝑔) on the x-
axis and drawing the best-fit line through the set of points. The slope of the best-fit line
would be B and the y-intercept would be N as it can be seen in the next Figure.
𝑝
𝑧(1 + 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔) =
𝑝𝑖𝑧𝑖[1 − (
𝐺𝑝
𝐺−
𝑊𝑒
𝐺𝐵𝑔𝑖
𝐵𝑔𝑖
𝐵𝑔)]
𝑝
𝑧(1 + 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔) =
𝑝𝑖𝑧𝑖[1 − (
𝐺𝑝
𝐺−
𝑊𝑒
𝐺𝐵𝑔𝑖
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖)]
Since:
𝐸𝑣(𝑡) =𝑊𝑒
𝐺𝐵𝑔𝑖=𝑊𝑒 +𝑊𝑝𝐵𝑤
𝐺𝐵𝑔𝑖
𝑝
𝑧(1 + 𝐸𝑣(𝑡)
𝑆𝑔𝑡
𝑆𝑔) =
𝑝𝑖𝑧𝑖[1 − (
𝐺𝑝
𝐺− 𝐸𝑣(𝑡)
(𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖)]
𝑝
𝑧(1 + 𝐸𝑣(𝑡) (
𝑆𝑔𝑡
𝑆𝑔− 1)) =
𝑝𝑖𝑧𝑖[1 −
𝐺𝑝
𝐺]
We may bring it to the form of Ramey as follows:
𝐺𝑝 = 𝐺 {1 − 𝐸𝑣 [𝑆𝑔𝑡
𝑆𝑔+1 − 𝐸𝑣𝐸𝑣
](𝑝 𝑧⁄ )
(𝑝 𝑧⁄ )𝑖} (96)
24
Example #1: Material Balance Calculations for a Saturated Oil
Reservoir Neglecting Water and Rock
Compressibilities.
Given the following data:
Volume of bulk oil zone 112,000 acre-ft
Volume of bulk gas zone 19,600 acre-ft
Initial reservoir pressure 2710 psia
Initial oil FVF 1.340 bbl/STB
Initial gas FVF 0.006266 ft3/SCF
Initial dissolved GOR 562 SCF/STB
Oil produced during the interval 20 MM STB
Reservoir pressure at the end of the interval 2000 psia
Average produced GOR 700 SCF/STB
Two-phase FVF at 2000 psia 1.4954 bbl/STB
Volume of water encroached 11.58 MM bbl
Volume of water produced 1.05 MM STB
Water FVF 1.028 bbl/STB
Gas FVF at 2000 psia 0.008479 ft3/SCF
A. Calculate the stock tank oil initially in place.
B. Calculate the driving indexes.
C. Discuss your results.
Solution to Example #1:
A. The material balance equation is written as:
𝑁 =𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔] − (𝑊𝑒 −𝑊𝑝𝐵𝑤)
(𝐵𝑡 − 𝐵𝑡𝑖) + 𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
Since:
Np = 20 x 106 STB
Bt = 1.4954 bbl/STB
Rp = 700 SCF/STB
Rsoi = 562 SCF/STB
Bg = 0.008479 ft3/SCF = 0.008479/5.6146 = 0.001510 bbl/SCF
We = 11.58 x 10 6 bbl
Wp = 1.05 x 106 STB
Bw = 1.028 bbl/STB
Bti = 1.34 bbl/STB
m = 𝐺𝐵𝑔𝑖
𝑁𝐵𝑡𝑖 = 19,600/112,000 = 0.175
Bgi = 0.006266 ft3/SCF = 0.006266/5.6146 = 0.001116 bbl/SCF
25
Thus:
𝑁 =20[1.4954 + (700 − 562)0.001510] − (11.58 − (1.05)(1.028))
(1.4954 − 1.34) + 0.1751.34
0.001116(0.001510 − 0.001116)
106
= 98.97 MMSTB
B. In terms of drive indexes, the material balance equation is written as:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]+
𝐺(𝐵𝑔 − 𝐵𝑔𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]+
(𝑊𝑒 −𝑊𝑝𝐵𝑤)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]= 1
Thus the depletion drive index (DDI) is given by:
𝑁(𝐵𝑡 − 𝐵𝑡𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]=
98.97𝑥106(1.4954 − 1.34)
20𝑥106[1.4954 + (700 − 562)0.001510]= 0.45
The segregation drive index (SDI) is given by:
𝑁𝑚𝐵𝑡𝑖𝐵𝑔𝑖
(𝐵𝑔 − 𝐵𝑔𝑖)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]
=98.97𝑥106𝑥0.175𝑥
1.340.001116
(0.001510 − 0.001116)
20𝑥106[1.4954 + (700 − 562)0.001510]= 0.24
The water drive index (WDI) is given by:
(𝑊𝑒 −𝑊𝑝𝐵𝑤)
𝑁𝑝[𝐵𝑡 + (𝑅𝑝 − 𝑅𝑠𝑜𝑖)𝐵𝑔]=
(11.58𝑥106 − 1.05𝑥1.028𝑥106𝐵𝑤)
20𝑥106[1.4954 + (700 − 562)0.001510]= 0.31
C. The drive mechanisms as calculated in part B indicate that when the reservoir
pressure has declined from 2710 psia to 2000 psia, 45% of the total production was by
oil expansion, 31% was by water drive, and 24% was by gas cap expansion.
26
Example #2: Material Balance Calculations for a Volumetric Gas
Reservoir Neglecting Water and Rock Compressibilities.
Given the following data:
Initial pressure 3250 psia
Reservoir temperature 213 °F
Standard pressure 15.025 psia
Standard temperature 60 °F
Cumulative production 1 x 109 SCF
Average reservoir pressure 2864 psia
Gas deviation factor at 3250 psia 0.910
Gas deviation factor at 2864 psia 0.888
Gas deviation factor at 500 psia 0.951
A. Calculate the initial gas in place for a closed gas reservoir with negligible water and
rock compressibilities.
B. If abandonment pressure is 500 psia, calculate the initial gas reserve.
C. Based on a 500-psia abandonment pressure, calculate the remaining gas.
Solution to Example #2:
A. Since
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
𝐺𝑝
Rearranging and solving for 𝐺 yields:
𝐺 =
𝑝𝑖𝑧𝑖
(𝑝𝑖𝑧𝑖−𝑝𝑧)
𝐺𝑝 =
32500.910
(32500.910 −
28640.888)
109 = 10.316 MMM SCF
B. Rearranging the above equation for 𝐺𝑝 we obtain:
𝐺𝑝 = 𝐺(𝑝𝑖𝑧𝑖−𝑝𝑧)
𝑝𝑖𝑧𝑖
=(32500.910 −
28640.888)
32500.910
(10.316)109 = 8.797 MMM SCF
C. The remaining gas is given by:
𝐺 − 𝐺𝑝 = (10.316 − 8.797)109 = 1.519 MMM SCF
27
Example #3: Material Balance Calculations for a Volumetric Gas
Reservoir Neglecting Water and Rock Compressibilities:
p/z plot
Given the following data:
Initial reservoir pressure 4200 psia
Reservoir temperature 180 °F
Gas deviation factor at 2000 psia 0.8
p/z 𝑮𝒑 MMM SCF
4600
3700
2800
0
1
2
A. What will be the cumulative gas produced when the average reservoir pressure has
dropped to 2000?
B. Assuming the reservoir rock has a porosity of 12%, water saturation of 30%, and
reservoir thickness is 15 ft. How many acres does the reservoir cover?
Solution to Example #3:
A. Preparing the 𝑝
𝑧 plot and drawing the best-fit line through the data points, we get:
y = -900x + 4600
0
500
1000
1500
2000
2500
3000
3500
4000
4500
5000
0 0.5 1 1.5 2 2.5
p/z
Gp MMM SCF
28
The equation for the best fit is:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
𝐺𝑝 = 4600 − 900𝐺𝑝 ⟹ 𝐺𝑝 =(4600 −
𝑝𝑧)
900
Thus at 𝑝
𝑧=
2000
0.8= 2500 ⟹ 𝐺𝑝 =
(4600− 2500)
900= 2.33 MMMSCF
B. Setting 𝑝
𝑧= 0 in the best-fit equation yields:
𝐺𝑝 =(4600 − 0)
900= 5.11 MMM SCF
Since:
𝐺 =43,560(𝐴)(ℎ)(∅)(1 − 𝑆𝑤)
𝐵𝑔𝑖=43,560(𝐴)(15)(0.12)(1 − 0.3)
𝐵𝑔𝑖= 5.11 MMM SCF
Moreover:
𝐵𝑔𝑖 = (0.02828)𝑇 (𝑧
𝑝)𝑖
=(0.02828)(640)
𝑝𝑖𝑧𝑖
=18.0992
4600= 0.0039346
𝑓𝑡3
𝑆𝐶𝐹
Therefore, solving for the area yields:
𝐴 =(5.11)(0.0039346)
43,560(15)(0.12)(1 − 0.3)= 366.4 acres
29
Example #4: Material Balance Calculations for a Volumetric Gas
Reservoir Neglecting Water and Rock Compressibilities:
p/z plot
Given the following data:
Reservoir
Pressure, p
psia
Gas Deviation Factor, z
dimensionless
Cumulative 𝑮𝒑
MMM SCF
2080
1885
1620
1205
888
645
0.759
0.767
0.787
0.828
0.866
0.900
0.000
6.873
14.002
23.687
31.009
36.207
A. Estimate the amount of gas initially in place.
B. Discard the first point and estimate the amount of initial gas in place.
C. Discuss your results.
Solution to Example #4:
A. Preparing the 𝑝
𝑧 plot and drawing the best-fit line through the data points, we get:
y = -57.137x + 2806.8
y = -59.702x + 2877.4
0
500
1000
1500
2000
2500
3000
0 5 10 15 20 25 30 35 40
p/z
Gp MMM SCF
p/z Plot
30
The equation for the best fit is:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
𝐺𝑝 = 2806.8 − 57.137𝐺𝑝 ⟹ 𝐺𝑝 =(2806.8 −
𝑝𝑧)
57.137
A. Setting 𝑝
𝑧= 0 in the best-fit equation yields:
𝐺𝑝 =(2806.8 − 0)
57.137= 49.124 MMM SCF
B. Discarding the first point and drawing the best fit through the rest of points, (red line
in the above Figure) yields the following best-fit equation:
𝐺𝑝 =(2877.4 −
𝑝𝑧)
59.702=2877.4
59.702= 48.2 MMM SCF
31
Example #5: Material Balance Calculations for a Gas Reservoir with
Water Influx and Neglecting Water and Rock
Compressibilities
Given the following data:
Initial bulk reservoir volume 415.3 MM ft3
Average porosity 0.172
Average connate water saturation 0.25
Initial pressure 3200 psia
Initial gas FVF, 𝐵𝑔𝑖 0.005262 ft3/SCF
Final pressure 2925 psia
Gas FVF at final pressure 0.0057 ft3/SCF
Cumulative water production 15,200 STB
Water FVF, 𝐵𝑤 1.03 bbl/STB
Cumulative gas produced, 𝐺𝑝 935.4 MM SCF
Bulk volume invaded by water at final pressure 13.04 MM ft3
A. Calculate initial gas in place.
B. Calculate water influx, 𝑊𝑒.
C. Calculate residual gas saturation, 𝑆𝑔𝑟.
Solution to Example #5:
A. The amount of gas in place by the volumetric method is given by:
𝐺 =43,560 𝐴 ℎ ∅ (1 − 𝑆𝑤)
𝐵𝑔𝑖=415.3𝑥106𝑥0.172𝑥(1 − 0.25)
0.005262= 10.18 MMM SCF
B. Since:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) +𝑊𝑒 = 𝐺𝑝𝐵𝑔 +𝑊𝑝𝐵𝑤
Rearranging and solving for 𝑊𝑒, we get:
𝑊𝑒 = 𝐺𝑝𝐵𝑔 +𝑊𝑝𝐵𝑤 − 𝐺(𝐵𝑔 − 𝐵𝑔𝑖)
= 935.4𝑥106𝑥0.0057 + 15,200𝑥5.6146𝑥1.03− 10.18𝑥106𝑥(0.0057 − 0.005262) = 960,400 CF
C.
𝑆𝑤 =Water Volume
Pore Volume=𝑉𝑤𝑉𝑝
=connate water + water influx − water produced
𝑝𝑜𝑟𝑒 𝑣𝑜𝑙𝑢𝑚𝑒
=13.04x106x0.172x0.25 + 960,400 − 15,200x5.6146x1.03
13.04x106x0.172= 0.64
32
Therefore, 𝑆𝑔𝑟 = 1 − 0.64 = 0.36 or 36%
Example #6: Material Balance Calculations for a Gas Reservoir with
Water Influx and Neglecting Water and Rock
Compressibilities: p/z plot
Given the following data:
Areal extent, A = 8870 acres
Formation thickness, h = 32.5 ft
Porosity, φ = 30.8 %
Initial water saturation, Swi = 42.5 %
Gas deviation factor at standard conditions, zb = 1.0
Performance History
Time
years
𝐺𝑝
MMM SCF
p
psia
z 𝐵𝑔
bbl/SCF
0
2
4
6
8
10
12
14
16
18
20
0
2.305
20.257
49.719
80.134
105.930
135.350
157.110
178.300
192.089
205.744
2333
2321
2203
2028
1854
1711
1531
1418
1306
1227
1153
0.882
0.883
0.884
0.888
0.894
0.899
0.907
0.912
0.921
0.922
0.928
0.001,172
0.001,180
0.001,244
0.001,358
0.001,496
0.001,630
0.001,820
0.001,995
0.002,187
0.002,330
0.002,495
1. Estimate the initial gas in place by:
A. Volumetric calculation
B. MB calculation neglecting water influx
C. MB calculation with water influx
2. Discuss the results
Solution to Example #6:
A. The volumetric calculation of the initial gas in place yields:
𝐺 =43,560 𝐴 ℎ ∅ (1 − 𝑆𝑤)
𝐵𝑔𝑖=43,560(8870)(32.5)(0.308)(1 − 0.425)
(0.001172)(5.6146)
= 338 MMM SCF
33
B. Prepare a 𝑝
𝑧 plot versus 𝐺𝑝 assuming no water influx:
The equation for the best fit is:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
𝐺𝑝 = 2632.1 − 6.82595𝐺𝑝 ⟹ 𝐺𝑝 =(2632.1 −
𝑝𝑧)
6.82595
Setting 𝑝
𝑧= 0 in the best-fit equation yields:
𝐺𝑝 =(2632.1 − 0)
6.82595= 385.6 MMM SCF
This value is much higher than the volumetric calculated value. A close look to the plot
indicates an upward curvature of the line connecting the data points indicating water
encroachment. Thus, the 𝑝
𝑧 plot versus 𝐺𝑝 cannot be used to estimate gas in place.
C. Including water influx, 𝑊𝑒, in the gas material balance equation yields:
𝐺(𝐵𝑔 − 𝐵𝑔𝑖) +𝑊𝑒 = 𝐺𝑝𝐵𝑔
Preparing the following table:
y = -6.8259x + 2632.1
0
500
1000
1500
2000
2500
3000
0 50 100 150 200 250
p/z
Gp MMM SCF
34
𝑝
𝑧 𝑊𝑒, bbl
𝑊𝑒 = 𝐺𝑝𝐵𝑔 − 𝐺(𝐵𝑔 − 𝐵𝑔𝑖) 𝐺𝑝 −
𝑊𝑒
𝐵𝑔
2645.12
2628.54
2492.08
2283.78
2073.83
1903.23
1687.98
1554.82
1418.02
1330.80
1242.46
0.00E+00
1.62E+04
8.66E+05
4.66E+06
1.04E+07
1.79E+07
2.73E+07
3.53E+07
4.69E+07
5.62E+07
6.62E+07
0.00E+00
2.29E+09
1.96E+10
4.63E+10
7.32E+10
9.50E+10
1.20E+11
1.39E+11
1.57E+11
1.68E+11
1.79E+11
Plot 𝑝
𝑧 on the y-axis versus 𝐺𝑝 −
𝑊𝑒
𝐵𝑔 on the x-axis and draw the best-fit line through the
set of points, see next Fig. The equation for the best fit is:
𝑝
𝑧=𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
(𝐺𝑝 −𝑊𝑒
𝐵𝑔) = 2646.5 − 7.8674 (𝐺𝑝 −
𝑊𝑒
𝐵𝑔)
(𝐺𝑝 −𝑊𝑒
𝐵𝑔) =
(2646.5 − 𝑝𝑧)
7.8674
Setting 𝑝
𝑧= 0 in the best-fit equation yields:
𝐺𝑝 =(2646.5 −
𝑝𝑧)
7.8674= 336.39 MMM SCF
This value is much closer to the volumetric calculated value.
D. Discussion of results - The amount of water influx was calculated on the assumption
that the volumetric calculation of the gas in place is valid. However, a more elaborate
technique for water influx calculation should be used. Such techniques will be
covered in the "Water Influx" chapter.
35
Example #7: Material Balance Calculations for a Gas Reservoir with
Water Influx and Water and Rock Compressibilities: p/z
plot
Given the following data:
Water compressibility, 𝑐𝑤 3 x 10-6
Formation compressibility, 𝑐𝑓 4 x 10-6
Areal extent, A 8870 acres
Formation thickness, h 32.5 ft
Porosity, φ 30.8 %
Initial water saturation, 𝑆𝑤𝑖 42.5 %
Gas deviation factor at standard conditions, z 1.0
Performance History
Time
years
Gp
MMM SCF
p
psia
z Bg
bbl/SCF
0
2
4
6
8
10
12
14
16
18
20
0
2.305
20.257
49.719
80.134
105.930
135.350
157.110
178.300
192.089
205.744
2333
2321
2203
2028
1854
1711
1531
1418
1306
1227
1153
0.882
0.883
0.884
0.888
0.894
0.899
0.907
0.912
0.921
0.922
0.928
0.001172
0.001180
0.001244
0.001358
0.001496
0.001630
0.001820
0.001995
0.002187
0.002330
0.002495
y = -7.8674x + 2646.5
0
500
1000
1500
2000
2500
3000
0 50 100 150 200
p/z
Gp - We/Bg, MMM SCF
36
1. Estimate the initial gas in place by the MB calculation with water influx and water
and rock compressibilities
2. Discuss the results
Solution to Example #7:
The volumetric calculation of the initial gas in place yields:
𝐺 =43,560 𝐴 ℎ ∅ (1 − 𝑆𝑤)
𝐵𝑔𝑖=43,560(8870)(32.5)(0.308)(1 − 0.425)
(0.001172)(5.6146)
= 338 MMM SCF
1. Prepare the following table:
𝑝
𝑧 𝑊𝑒 = 𝐺𝑝𝐵𝑔 − 𝐺(𝐵𝑔
− 𝐵𝑔𝑖), 𝑏𝑏𝑙
𝐺𝑝 −𝑊𝑒/𝐵𝑔 𝑝
𝑧(1 − �̂�𝑒∆𝑝𝑡)
2645.12
2628.54
2492.08
2283.78
2073.83
1903.23
1687.98
1554.82
1418.02
1330.80
1242.46
0.00E+00
1.62E+04
8.66E+05
4.66E+06
1.04E+07
1.79E+07
2.73E+07
3.53E+07
4.69E+07
5.62E+07
6.62E+07
0.00E+00
2.29E+09
1.96E+10
4.63E+10
7.32E+10
9.50E+10
1.20E+11
1.39E+11
1.57E+11
1.68E+11
1.79E+11
2645.12
2628.25
2489.11
2277.39
2064.71
1892.37
1675.56
1541.77
1404.66
1317.30
1229.01
Plot 𝑝
𝑧(1 − �̂�𝑒∆𝑝𝑡) on the y-axis versus 𝐺𝑝 −𝑊𝑒/𝐵𝑔 on the x-axis and draw the best-fit
line through the set of points, see next Fig. The equation for the best fit is:
𝑝
𝑧(1 − �̂�𝑒∆𝑝𝑡) =
𝑝𝑖𝑧𝑖−
𝑝𝑖𝑧𝑖𝐺
(𝐺𝑝 −𝑊𝑒
𝐵𝑔) = 2643.8 − 7.9153 (𝐺𝑝 −
𝑊𝑒
𝐵𝑔)
(𝐺𝑝 −𝑊𝑒
𝐵𝑔) =
(2643.8 − 𝑝𝑧)
7.9153
Setting 𝑝
𝑧= 0 in the best-fit equation yields:
𝐺𝑝 =2643.8
7.9153= 334.0 MMM SCF
This value is much closer to the volumetric calculated value.
37
2. Discussion of results:
The amount of water influx was calculated on the assumption that the volumetric
calculation of the gas in place is valid. However, a more elaborate technique for water
influx calculation should be used. Such techniques will be covered in the "Water Influx"
chapter.
y = -7.9153x + 2643.8
0
500
1000
1500
2000
2500
3000
0 50 100 150 200
p/z
(1 -
Ce
Dp
)
Gp - We/Bg, MMM SCF
38
Example #8: Material Balance Calculations for the Anderson "L"
Abnormally High-Pressure Gas Reservoir (South Texas)
with Water Influx and Water and Rock
Compressibilities: p/z plot
Given the following data:
water compressibility, 𝑐𝑤 3 x 10-6
formation compressibility, 𝑐𝑓 15 x 10-6
porosity, φ 20 %
connate water saturation, 𝑆𝑤𝑐 35 %
reservoir temperature 267 °F
initial pressure 9507 psia
initial gas formation volume factor 0.5537 RB/MCF
depth -11167 ft
original gas in place 69 BCF by volumetric method
Performance History: Table 1 SPE Paper-16484
Time
Days
p
psia
z Gp
BCF
GLp = GLC
MSTB
0.0
69.0
182.0
280.0
340.0
372.0
455.0
507.0
583.0
628.0
663.0
804.0
987.0
1183.0
1373.0
1556.0
9507
9292
8970
8595
8332
8009
7603
7406
7002
6721
6535
5764
4766
4295
3750
3247
1.4398
1.4196
1.3895
1.3545
1.3300
1.2999
1.2624
1.2443
1.2074
1.1819
1.1652
1.0969
1.0135
0.9778
0.9391
0.9100
0.000
0.393
1.642
3.226
4.260
5.504
7.538
8.749
10.509
11.758
12.789
17.262
22.890
28.144
32.567
36.820
0.00
29.90
122.90
240.90
317.10
406.90
561.20
650.80
776.70
864.30
939.50
1255.30
1615.80
1913.40
2136.00
2307.80
39
PVT Data: Table 3A - SPE Paper-22921
p
psia
Bw
bbl/STB
Rsw
scf/STB
Zg
Bg
ft3/SCF
Btw
bbl/STB
Ctw
10-6 psi-1
9510
9000
8000
7000
6000
5000
4000
3000
2000
1500
1000
750
500
250
100
14.7
1.0560
1.0569
1.0586
1.0604
1.0621
1.0638
1.0654
1.0669
1.0681
1.0686
1.0691
1.0692
1.0693
1.0694
1.0694
1.0694
31.8
31.0
29.2
27.2
25.0
22.5
19.6
16.1
11.8
9.3
6.5
5.0
3.3
1.6
0.5
0.0
1.4401
1.3923
1.2991
1.2072
1.1176
1.0325
0.9562
0.8977
0.8744
0.8832
0.9078
0.9258
0.9472
0.9708
0.9835
1.0000
0.00282
0.00288
0.00303
0.00322
0.00347
0.00385
0.00446
0.00558
0.00815
0.01098
0.01693
0.02302
0.03533
0.07242
0.18341
1.26860
1.056
1.057
1.060
1.063
1.066
1.070
1.075
1.083
1.097
1.113
1.145
1.179
1.249
1.459
2.092
8.254
2.40
2.43
2.51
2.65
2.78
2.98
3.28
3.86
5.19
6.69
9.95
13.30
20.24
41.20
104.23
717.86
40
Example #9: Material Balance Calculations for the Anderson "L"
Abnormally High-Pressure Gas Reservoir (South Texas)
with Water Influx and Water and Rock
Compressibilities: p/z plot
Given the following data:
water compressibility, 𝑐𝑤 3.1 x 10-6
formation compressibility, 𝑐𝑓 3.2 x 10-6
water viscosity 0.33 cp
porosity, φ 30.6 %
connate water saturation, 𝑆𝑤𝑐 13.9 %
reservoir temperature 201 °F
initial pressure 4243 psia
initial gas formation volume factor 0.7673 RB/MCF
gas radius 13000 ft
aquifer permeability 571 md
water encroachment angle 180 ° original gas in place 806 BCF by volumetric method
theoretical dimensionless time coefficient 12.78 year-1
theoretical radial aquifer constant 10740 RB/psi
Performance History: Table 2 SPE Paper-16484
Time
Days
p
psia
z Gp
BCF
GLp = GLC
MSTB
Wp
MSTB
0
283
452
799
1296
2172
2607
2966
3298
3663
4028
4390
4767
5156
5414
5504
5579
5809
5940
6293
4243
4165
4108
3935
3760
3538
3433
3408
3331
3178
3138
3100
3054
3078
2933
2917
2897
2875
2807
2496
0.9718
0.9676
0.9651
0.9566
0.9486
0.9395
0.9357
0.9348
0.9322
0.9275
0.9264
0.9253
0.9242
0.9248
0.9214
0.9211
0.9207
0.9202
0.9190
0.9146
0.000
23.451
29.324
57.343
102.318
165.984
190.122
226.208
263.241
297.909
327.622
352.843
370.186
387.236
417.052
424.861
433.398
449.844
465.379
521.950
0.00
129.58
150.52
214.96
338.86
534.18
603.17
698.68
808.73
902.81
1001.46
1070.02
1114.92
1165.00
1251.62
1272.07
1291.01
1330.60
1359.84
1457.16
0.00
0.00
0.72
9.42
27.54
56.95
62.65
78.22
93.05
118.55
173.58
201.13
207.46
240.77
307.01
317.04
343.42
439.21
457.99
667.32
41
6501
6807
6875
2355
2300
2291
0.9142
0.9143
0.9143
549.323
575.786
581.104
1493.04
1524.69
1531.62
861.46
1153.86
1245.00
Example #10: Material Balance Calculations for a Gas Reservoir with
Infinite Linear Water Influx: p/z plot
Given the following data:
water compressibility, 𝑐𝑤 3 x 10-6
formation compressibility, 𝑐𝑓 4 x 10-6
porosity, φ 30.8 %
connate water saturation, 𝑆𝑤𝑐 42.5 %
reservoir temperature 155 °F
initial pressure 2333 psia
initial gas formation volume factor 1.172 RB/MCF
aquifer permeability 100 md
aquifer thickness 32.5
original gas in place 337.7 BCF by volumetric method
Performance History: Table 3 SPE Paper-16484
Time
Days
p
psia
z Gp
BCF
0
2
4
6
8
10
12
14
16
18
20
2333
2321
2203
2028
1854
1711
1531
1418
1306
1227
1153
0.8829
0.8843
0.8849
0.8893
0.8956
0.9005
0.8997
0.9134
0.9223
0.9231
0.9289
0.000
2.305
20.257
49.719
80.134
105.930
135.350
157.110
178.300
192.089
205.744
42
Example #11: Material Balance Calculations for a Hypothetical
Water Drive Reservoir with a High-Dip Angle: p/z plot
Given the following data:
formation compressibility, 𝑐𝑓 4 x 10-6
water viscosity 0.25 cp
porosity, φ 20 %
connate water saturation, 𝑆𝑤𝑐 25 %
residual gas saturation, 𝑆𝑔𝑟 25 %
reservoir temperature 250 °F
gas gravity 0.6
gas radius 8786 ft
aquifer permeability 500 md
effective permeability to water at 𝑆𝑔𝑟 125 md
aquifer thickness 32.5
water encroachment angle 30 ° dip angle 30 ° original gas in place 20 BCF by volumetric method
aquifer radius/gas radius ratio, ra/rg 5
theoretical dimensionless time coefficient 230.1 year-1
theoretical radial aquifer constant 187.2 RB/psi
Performance History: Table 3 SPE Paper-16484
Time
Days
Gp
BCF
0.0
182.5
365.0
547.5
730.0
912.5
1095.0
1277.5
1460.0
1642.5
1825.0
2007.5
2190.0
2372.5
2555.0
2737.5
2920.0
3102.5
3285.0
3467.5
0.000
0.730
1.460
2.190
2.920
3.650
4.380
5.110
5.840
6.570
7.300
8.030
8.760
9.490
10.220
10.950
11.680
12.410
13.140
13.870
43
Example #12: Tarner Term Project
Reservoir Data
Initial Reservoir Pressure 4500 Psia
Bubble Point Pressure 3000.0 Psia
Average Reservoir Porosity 0.2000
Average Reservoir Permeability 300.00 Md
Reservoir Thickness 40.0 Feet
Well Spacing 80.0 Acres
Formation Compressibility 0.30000e-05 1/Psi
Initial Water Saturation 0.2500
Abandonment Pressure 50.0 Psia
Laboratory Relative Permeability Data
Sg Krg
0.46
0.45
0.44
0.43
0.42
0.41
0.4
0.39
0.38
0.37
0.36
0.35
0.34
0.33
0.32
0.31
0.3
0.29
0.28
0.27
0.26
0.25
0.24
0.23
0.22
0.21
0.2
0.19
0.443236
0.239504
0.171666
0.137734
0.117306
0.103579
0.093636
0.086018
0.079912
0.074832
0.070467
0.066611
0.063121
0.059896
0.056863
0.053967
0.05117
0.04844
0.045756
0.043103
0.04047
0.03785
0.03524
0.032639
0.030049
0.027474
0.024922
44
0.18
0.17
0.16
0.15
0.14
0.13
0.12
0.11
0.1
0.09
0.08
0.022401
0.01992
0.017493
0.015133
0.012855
0.010677
0.008617
0.006696
0.004936
0.00336
0.001994
0.000864
So Kro
0.29
0.3
0.31
0.32
0.33
0.34
0.35
0.36
0.37
0.38
0.39
0.4
0.41
0.42
0.43
0.44
0.45
0.46
0.47
0.48
0.49
0.5
0.51
0.52
0.53
0.54
0.55
0.56
0.57
0.58
0.59
0.6
0.61
0.000638
0.001449
0.002458
0.003693
0.005184
0.006963
0.009064
0.011525
0.014385
0.017687
0.021475
0.025798
0.030707
0.036254
0.042497
0.049495
0.057313
0.066016
0.075675
0.086362
0.098155
0.111135
0.125385
0.140994
0.158054
0.17666
0.196914
0.218919
0.242784
0.268621
0.296548
0.326686
0.359162
0.394106
45
0.62
0.63
0.64
0.65
0.431654
0.471946
0.515128
Properties Used to Generate the PVT Tables from Correlations
Bubble Point Pressure 3000.0 Psia
Reservoir Temperature 190.0 °F
Oil Gravity 35.00 °API
Gas Gravity 0.7000 (Air=1)
Separator Conditions Pressure = 114.7 psi, Temperature = 75.0 °F
Standard Conditions Pressure = 14.70 psi, Temperature = 60.0 °F
Percent of other gases in the gas mixture CO2 = 0.0%, H2S = 0.0%, N2 = 0.0%
Is the gas a condensate gas No
Salinity Of The Water 20.0000 G/L
PVT DATA P
psi
Bo
RB/STB
Rso
RB/STB
μo
cp
Bg
Ft3/SCF
μg
cp
Cw
1/psi
4600
4550
4500
4450
4400
4350
4300
4250
4200
4150
4100
4050
4000
3950
3900
3850
3800
3750
3700
3650
3600
3550
3500
3450
3400
3350
1.35766
1.35771
1.35775
1.3578
1.35784
1.35789
1.35794
1.35799
1.35804
1.35809
1.35815
1.3582
1.35826
1.35832
1.35837
1.35844
1.3585
1.35856
1.35863
1.3587
1.35876
1.35884
1.35891
1.35899
1.35906
1.35914
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
606.024
0.63678
0.63326
0.62978
0.62632
0.62289
0.6195
0.61613
0.61279
0.60948
0.60621
0.60297
0.59976
0.59658
0.59343
0.59032
0.58724
0.5842
0.58119
0.57822
0.57528
0.57238
0.56952
0.56669
0.5639
0.56115
0.55844
0.003748
0.003774
0.003801
0.003829
0.003858
0.003887
0.003917
0.003948
0.00398
0.004014
0.004048
0.004083
0.004119
0.004157
0.004196
0.004236
0.004278
0.004321
0.004365
0.004411
0.004459
0.004509
0.00456
0.004614
0.004669
0.004726
0.079969
0.079442
0.078912
0.078379
0.077844
0.077307
0.076767
0.076225
0.07568
0.075133
0.074584
0.074032
0.073479
0.072923
0.072366
0.071806
0.071245
0.070682
0.070117
0.069551
0.068984
0.068416
0.067846
0.067276
0.066704
0.066132
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
46
3300
3250
3200
3150
3100
3050
3000
2950
2900
2850
2800
2750
2700
2650
2600
2550
2500
2450
2400
2350
2300
2250
2200
2150
2100
2050
2000
1950
1900
1850
1800
1750
1700
1650
1600
1550
1500
1450
1400
1350
1300
1250
1200
1150
1100
1050
1000
1.35923
1.35931
1.3594
1.35949
1.35958
1.35968
1.35978
1.35409
1.34841
1.34275
1.33711
1.33149
1.32589
1.32031
1.31475
1.3092
1.30368
1.29818
1.2927
1.28724
1.2818
1.27639
1.27099
1.26562
1.26028
1.25495
1.24965
1.24438
1.23913
1.23391
1.22871
1.22354
1.2184
1.21328
1.2082
1.20314
1.19812
1.19312
1.18816
1.18323
1.17834
1.17348
1.16865
1.16387
1.15912
1.15441
1.14975
606.024
606.024
606.024
606.024
606.024
606.024
606.024
594.053
582.121
570.227
558.372
546.556
534.78
523.046
511.352
499.701
488.092
476.526
465.005
453.528
442.097
430.712
419.375
408.085
396.845
385.655
374.515
363.428
352.393
341.413
330.488
319.619
308.809
298.058
287.367
276.739
266.175
255.676
245.245
234.884
224.594
214.377
204.237
194.176
184.196
174.3
164.493
0.55577
0.55314
0.55055
0.548
0.54549
0.54303
0.54061
0.54655
0.55264
0.5589
0.56532
0.57192
0.57871
0.58568
0.59286
0.60024
0.60784
0.61567
0.62374
0.63206
0.64064
0.6495
0.65865
0.6681
0.67786
0.68797
0.69843
0.70926
0.72048
0.73212
0.74419
0.75673
0.76977
0.78332
0.79743
0.81212
0.82745
0.84343
0.86013
0.87758
0.89585
0.91498
0.93504
0.9561
0.97823
1.00151
1.02603
0.004786
0.004848
0.004913
0.00498
0.005051
0.005124
0.0052
0.005279
0.005363
0.005449
0.00554
0.005635
0.005734
0.005838
0.005947
0.006061
0.006181
0.006306
0.006438
0.006577
0.006723
0.006877
0.00704
0.007211
0.007391
0.007582
0.007784
0.007997
0.008224
0.008464
0.008719
0.00899
0.009279
0.009587
0.009916
0.010267
0.010644
0.011049
0.011485
0.011954
0.012461
0.013011
0.013608
0.014259
0.014971
0.015753
0.016615
0.06556
0.064988
0.064415
0.063843
0.063271
0.0627
0.062129
0.06156
0.060992
0.060426
0.059862
0.0593
0.058741
0.058185
0.057632
0.057082
0.056536
0.055994
0.055457
0.054925
0.054398
0.053876
0.05336
0.052851
0.052348
0.051852
0.051363
0.050881
0.050407
0.049941
0.049483
0.049034
0.048594
0.048162
0.04774
0.047327
0.046923
0.046529
0.046144
0.045769
0.045404
0.045049
0.044704
0.044369
0.044044
0.043729
0.043424
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
47
950
900
850
800
750
700
650
600
550
500
450
400
350
300
250
200
150
100
50
10
1.14513
1.14055
1.13602
1.13154
1.12711
1.12274
1.11842
1.11417
1.10998
1.10587
1.10183
1.09787
1.09401
1.09024
1.08659
1.08308
1.07973
1.07659
1.07373
1.07183
154.776
145.155
135.633
126.216
116.908
107.715
98.645
89.704
80.902
72.248
63.754
55.436
47.31
39.399
31.732
24.348
17.305
10.694
4.697
0.695
1.05189
1.07919
1.10806
1.13862
1.17101
1.20539
1.24192
1.28079
1.32219
1.36634
1.41344
1.46372
1.51738
1.57459
1.63546
1.69992
1.76762
1.83758
1.90729
1.95758
0.017569
0.018631
0.01982
0.02116
0.02268
0.02442
0.026429
0.028775
0.03155
0.034882
0.038957
0.044053
0.050607
0.05935
0.071593
0.089961
0.12058
0.181824
0.365568
1.835563
0.043129
0.042844
0.042569
0.042304
0.042049
0.041804
0.041568
0.041344
0.041129
0.040924
0.04073
0.040546
0.040373
0.040212
0.040062
0.039924
0.039801
0.039693
0.039604
0.039555
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
3.00E-06
Production Data Pressure
psia Np
STB Gp
SCF Wp
STB Rp
SCF/STB
4500
4480
4460
4440
4420
4400
4380
4360
4340
4320
4300
4280
4260
4240
4220
4200
4180
4160
4140
4120
4100
4080
0
329
658.2
987.62
1317.24
1647.07
1977.12
2307.38
2637.86
2968.57
3299.49
3630.64
3962.02
4293.63
4625.48
4957.56
5289.87
5622.43
5955.23
6288.27
6621.57
6955.11
0
0.199
0.399
0.599
0.798
0.998
1.198
1.398
1.599
1.799
2
2.2
2.401
2.602
2.803
3.004
3.206
3.407
3.609
3.811
4.013
4.215
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
48
4060
4040
4020
4000
3980
3960
3940
3920
3900
3880
3860
3840
3820
3800
3780
3760
3740
3720
3700
3680
3660
3640
3620
3600
3580
3560
3540
3520
3500
3480
3460
3440
3420
3400
3380
3360
3340
3320
3300
3280
3260
3240
3220
3200
3180
3160
3140
7288.91
7622.96
7957.28
8291.85
8626.7
8961.81
9297.19
9632.85
9968.78
10304.99
10641.49
10978.28
11315.35
11652.72
11990.39
12328.36
12666.63
13005.21
13344.1
13683.3
14022.83
14362.68
14702.86
15043.36
15384.2
15725.38
16066.9
16408.77
16750.99
17093.57
17436.51
17779.81
18123.48
18467.52
18811.95
19156.75
19501.95
19847.54
20193.53
20539.92
20886.72
21233.94
21581.58
21929.64
22278.13
22627.06
22976.44
4.417
4.62
4.822
5.025
5.228
5.431
5.634
5.838
6.041
6.245
6.449
6.653
6.857
7.062
7.266
7.471
7.676
7.881
8.087
8.292
8.498
8.704
8.91
9.117
9.323
9.53
9.737
9.944
10.151
10.359
10.567
10.775
10.983
11.192
11.4
11.609
11.819
12.028
12.238
12.448
12.658
12.868
13.079
13.29
13.501
13.713
13.924
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
606
49
3120
3100
3080
3060
3040
3020
3000
2980
2960
2940
2920
2900
2880
2860
2840
2820
2800
2780
2760
2740
2720
2700
2680
2660
2640
2620
2600
2580
2560
2540
2520
2500
2480
2460
2440
2420
2400
2380
2360
2340
2320
2300
2280
2260
2240
2220
2200
23326.27
23676.54
24027.29
24378.5
24730.18
25082.35
25435
29798.63
34271
38848.85
43534.92
48333.86
53245.72
58274.88
63424.3
68697.21
74092.09
79623.14
85280.72
91075.74
97012.09
103079.8
109311.7
115680
122205.9
128888.4
135694.3
142666.5
149749.2
156967.5
164318.1
171759.9
179364.1
187045.2
194838.2
202735.2
210679.1
218763.1
226872
235051.2
243289.1
251513.1
259839.4
268126
276429.3
284736
292963.5
14.136
14.349
14.561
14.774
14.987
15.2
15.414
18.048
20.726
23.446
26.207
29.012
31.86
34.752
37.688
40.67
43.695
46.77
49.889
53.057
56.273
59.532
62.85
66.211
69.625
73.095
76.62
80.235
83.917
87.687
91.55
95.493
99.563
103.724
108.006
112.415
116.932
121.623
126.434
131.407
136.548
141.826
147.331
152.985
158.841
164.903
171.126
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
606
606
606
606
606
606
606
601.2
596.4
591.7
586.9
582.1
577.4
572.6
567.9
563.1
558.4
553.6
548.9
544.2
539.5
534.8
530.1
525.4
520.7
517.9
518
519
520.9
523.7
527.4
532.2
538.2
545.3
553.6
563.2
574.1
586.5
600.3
615.6
632.5
651
671.3
693.3
717.1
742.6
770
50
2180
2160
2140
2120
2100
2080
2060
2040
2020
301248.8
309430.2
317575.6
325673.5
333635.5
341616.8
349444.2
357196.1
364863.6
177.627
184.294
191.193
198.328
205.63
213.252
221.039
229.075
237.359
0
0
0
0
0
0
0
0
0
799.3
830.5
863.6
898.6
935.5
974.5
1015.3
1058.1
1102.8