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On the equality of resistivity fractal dimension and geometric relaxation time fractal dimension of induced polarization for characterizing Shajara Reservoirs of the Shajara Formation of the Permo-Carboniferous Unayzah Group, Saudi Arabia.” Professor: Khalid Elyas Mohamed Elameen Alkhidir College of Engineering, King Saud university, Saudi Arabia
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Abstract Sandstone samples were collected from the surface type section of the Shajara Formation of the Permo-Carboniferous Unayzah Group for detailed reservoir characterization. Capillary pressure experiment was performed to contact porosity and permeability was derived from the Data. Resistivity was calculated from the distribution of pores and the fractal dimension was proven from the relationship between wetting phase saturation and resistivity. In addition to field observation and obtained results of fractal dimension, the Shajara reservoirs of the Shajara Formation of the permo-Carboniferous Unayzah Group were divided here into three fractal dimension units. The Units from base to top are: Lower Shajara Resistivity Fractal dimension Unit, Middle Shajara Resistivity Fractal Dimension Unit, and Upper Shajara Resistivity Fractal Dimension Unit. These units were also proved by geometric relaxation time of induced polarization fractal dimension. It was found that the resistivity fractal dimension is similar to the geometric relaxation time of induced polarization. It was also reported that the obtained fractal dimension speeds with increasing resistivity and relaxation time due to an increase in pore connectivity.
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Al-Khidir et al 2010 Reservoirs Heterogeneity Characterization of the Shajara Member: Permo-Carboniferous Unayzah Formation. The 2nd Saudi meeting on Oil and Natural Gas Exploration and production Technologies King Fahad university of Petroleum and minerals Campus, Dhahran, saudi Arabia December , Al-khidir et al 2011 Bimodal pore size behavior of the Shajara Formation Reservoirs of the Permo-Carboniferous Unayzah Group, Saudi Arabia
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Journal of petroleum exploration and Production technology http://www
Journal of petroleum exploration and Production technology Al-khidir et al 2012 Characterization of heterogeneity of the Shajara reservoirs of the Shajara formation of the Permo-Carboniferous Unayzah group. Arabian Journal of Geoscienes Al-Khidir et al Geoscience; New Findings Reported from King Saud University Describe Advances in Geoscience Science Letter (Oct 25, 2013):
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Al-Khidir et al 2013 Differential Capacity Fractal Dimension and Water Saturation Fractal Dimension as Parameters for Reservoir Characterization: Shajara Formation of the Permo-Carboniferous Unayzah Group as a Case Study. 10th Meeting of the Saudi Society for Geoscience “Geosciences for Sustainable Development” April, 2013 King Fahad university of petroleum and minerals Campus, Dhahran, Saudi Arabia.
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Al-Khidir 2015 Induced Polarization Relaxation Time Fractal Dimension Derived from Capillary pressure data for characterizing Shajara Reservoirs of the shajara Formation of the Permo-carboniferous Unayzah Group. The Eleventh International Geological Conference 23 – 25 Rajab – 14 May
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Al-Khidir 2017 Nuclear magnetic resonance relaxation time as a diagnostic parameter for reservoir .International Conference on Petrochemical Engineering July 10-12, 2017 Dubai, UAE. Al-Khidir 2017 Pressure Head Fractal Dimension for Characterizing Shajara Reservoirs of the Shajara Formation of the Permo-Carboniferous Unayzah Group, Saudi Arabia. Archives of Petroleum Environmental Biotechnology.
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Theoretical background
The resistivity can be scaled as 𝐒 𝐰 = 𝛀 𝛀 𝐦𝐚𝐱 𝟑−𝐃𝐟 𝟏 Where Sw is the water saturation; Ω is the resistivity in ohm meter; Ω max is the maximum resistivity and Df is the fractal dimension. Equation 1 can be proofed from 𝐤= 𝟏 𝟏𝟐𝟎 ∗ 𝟏 𝐅 𝟑 ∗ 𝟏 𝛔 𝟐 𝟐 Where k is the permeability in millidarcy (mad) ; 1/120 is a constant ; F is the formation electrical resistivity factor in zero dimension ; and σ is the quadrature conductivity. 𝐁𝐮𝐭; 𝟏 𝛔 𝟐 = 𝛀 𝟐 𝟑 Insert equation 3 into equation 2 𝒌=[ 𝟏 𝟏𝟐𝟎 ∗ 𝟏 𝑭 𝟑 ∗ 𝜴 𝟐 ] 𝟒
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𝐈𝐟 𝟏 𝟏𝟐𝟎 ∗ 𝟏 𝐅 𝟑 ∗ 𝛀 𝟐 = 𝐫 𝟐 𝟖∗𝐅 =𝐤 𝟓 r in equation 5 is the pore throat radius. Equation 5 after rearrange will become 𝟖∗𝐅∗ 𝛀 𝟐 = 𝟏𝟐𝟎∗ 𝐅 𝟑 ∗ 𝐫 𝟐 𝟔 Equation 6 after simplification will result in 𝛀 𝟐 = 𝟏𝟓∗ 𝐅 𝟐 ∗ 𝐫 𝟐 𝟕 Take the square root of both sides of Equation 7 𝛀 𝟐 = 𝟏𝟓∗ 𝐅 𝟐 ∗ 𝐫 𝟐 8
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Equation 8 after simplification will become 𝛀= 𝟏𝟓 ∗𝐅∗𝐫 𝟗 The pore throat radius r can be scaled as 𝐯∝ 𝐫 𝟑−𝐃𝐟 𝟏𝟎 Where v is the cumulative pore volume. Differentiate equation 10 with respect to r 𝐝𝐯 𝐝𝐫 ∝ 𝐫 𝟐−𝐃𝐟 𝟏𝟏 Integrate equation 11 𝐝𝐯=𝐜𝐨𝐧𝐬𝐭𝐚𝐧𝐭∗ 𝐫𝐦𝐢𝐧 𝐫 𝐫 𝟐−𝐃𝐟 ∗𝐝𝐫 𝟏𝟐
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𝐯= 𝐜𝐨𝐧𝐬𝐭𝐚𝐧𝐭 𝟑−𝐃𝐟 ∗ 𝐫 𝟑−𝐃𝐟 − 𝐫 𝐦𝐢𝐧 𝟑−𝐃𝐟 𝟏𝟑 The total pre volume can be integrated as follows: 𝐯𝐭𝐨𝐭𝐚𝐥= 𝐫𝐦𝐢𝐧 𝐫𝐦𝐚𝐱 𝐫 𝟐−𝐃𝐟 ∗𝐝𝐫 𝟏𝟒 The result of total pore volume integral 𝐯 𝐭𝐨𝐭𝐚𝐥 = 𝐜𝐨𝐧𝐬𝐭𝐚𝐧𝐭 𝟑−𝐃𝐟 ∗ 𝐫 𝐦𝐚𝐱 𝟑−𝐃𝐟 − 𝐫 𝐦𝐢𝐧 𝟑−𝐃𝐟 𝟏𝟓 Divide equation 13 by equation 15 𝒗 𝐯 𝐭𝐨𝐭𝐚𝐥 = 𝐜𝐨𝐧𝐬𝐭𝐚𝐧𝐭 𝟑−𝐃𝐟 ∗ 𝐫 𝟑−𝐃𝐟 − 𝐫 𝐦𝐢𝐧 𝟑−𝐃𝐟 𝐜𝐨𝐧𝐬𝐭𝐚𝐧𝐭 𝟑−𝐃𝐟 ∗ 𝐫 𝐦𝐚𝐱 𝟑−𝐃𝐟 − 𝐫 𝐦𝐢𝐧 𝟑−𝐃𝐟 𝟏𝟔 Equation 16 after simplification will become
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𝐒𝐰= 𝐫 𝐫 𝐦𝐚𝐱 𝟑−𝐃𝐟 𝟏𝟕 Insert equation 9 into equation 17 𝐒𝐰= 𝛀 𝟏𝟓 ∗𝐅 𝛀 𝐦𝐚𝐱 𝟏𝟓 ∗𝐅 𝟑−𝐃𝐟 𝟏𝟖 Equation 18 after simplification will become 𝐒𝐰= 𝛀 𝛀 𝐦𝐚𝐱 𝟑−𝐃𝐟 𝟏𝟗 Equation 19 is the proof of equation 1
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𝐒𝐰= 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓𝐠𝐦𝐚 𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟑−𝐃𝐟 𝟏 𝐤=𝟗.𝟔∗ 𝐈𝐏𝐓𝐠∗ 𝚽 𝟒 𝟏.𝟓𝟕 𝟐
The geometric relaxation time of induced polarization can be scaled as 𝐒𝐰= 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓𝐠𝐦𝐚 𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟑−𝐃𝐟 𝟏 Where Sw the water saturation; IPTg the geometric relaxation time of induced polarization;IPTgmax the maximum geometric relaxation time of induced polarization; and Df the fractal dimension. Equation 1 can be proofed from 𝐤=𝟗.𝟔∗ 𝐈𝐏𝐓𝐠∗ 𝚽 𝟒 𝟏.𝟓𝟕 𝟐 Where k the permeability in millidarcy; 9.6 constant ; IPTg geometric relaxation time of induced polarization in milliseconds; Φ the porosity; and 1.57 constant. The maximum permeability can be scaled as 𝐤𝐦𝐚𝐱=𝟗.𝟔∗ 𝐈𝐏𝐓𝐠𝐦𝐚𝐱∗ 𝚽 𝟒 𝟏.𝟓𝟕 𝟑 Divide equation 2 by equation 3 𝐤 𝐤𝐦𝐚𝐱 = 𝟗.𝟔∗ 𝐈𝐏𝐓𝐠∗ 𝚽 𝟒 𝟏.𝟓𝟕 𝟗.𝟔∗ 𝐈𝐏𝐓𝐠𝐦𝐚𝐱∗ 𝚽 𝟒 𝟏.𝟓𝟕 𝟒
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Equation 4 after simplification will become 𝐤 𝐤𝐦𝐚𝐱 = 𝐈𝐏𝐓𝐠 𝟏
Equation 4 after simplification will become 𝐤 𝐤𝐦𝐚𝐱 = 𝐈𝐏𝐓𝐠 𝟏.𝟓𝟕 𝐈𝐏𝐓𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟓 Take the square root of equation 5 𝐤 𝐤𝐦𝐚𝐱 = 𝐈𝐏𝐓𝐠 𝟏.𝟓𝟕 𝐈𝐏𝐓𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟔 Equation 6 can also be written as 𝐤 𝟏 𝟐 𝐤𝐦𝐚 𝐱 𝟏 𝟐 = 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓 𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟕 Take the Logarithm of equation 7 𝐥𝐨𝐠 𝐤 𝟏 𝟐 𝐤𝐦𝐚 𝐱 𝟏 𝟐 = 𝐥𝐨𝐠 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓 𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟖
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𝑩𝐮𝐭; 𝐥𝐨𝐠 𝐤 𝟏 𝟐 𝐤𝐦𝐚 𝐱 𝟏 𝟐 = 𝐥𝐨𝐠 𝐒𝐰 𝟑−𝐃𝐟 𝟗 Insert equation 9 into equation 8 𝐥𝐨𝐠 𝐒𝐰 𝟑−𝐃𝐟 = 𝐥𝐨𝐠 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓 𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟏𝟎 If we remove the Log from equation 10 𝐒𝐰= 𝐈𝐏𝐓 𝐠 𝟏.𝟓𝟕 𝟏 𝟐 𝐈𝐏𝐓 𝐠𝐦𝐚𝐱 𝟏.𝟓𝟕 𝟏 𝟐 𝟑−𝐃𝐟 𝟏𝟏 Equation 11 the proof of equation 1 which relates the water saturation; the geometric relaxation time of induced polarization; the maximum geometric relaxation time of induced polarization; and the fractal dimension
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Sample SJ1;Φ=29%;K=1680mD; Df=2.7859
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Sample SJ2;Φ=35%;K=1955mD; Df=2.7748
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Sample SJ3;Φ=34%;K=56mD; Df=2.4379
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Sample SJ4;Φ=30%;K=176mD; Df=2.6843
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Sample SJ7;Φ=35%;K=1472mD; Df=2.7683
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Sample SJ8;Φ=32%;K=1344mD; Df=2.7752
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Sample SJ9;Φ=31%;K=1394mD; Df=2.7786
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Sample SJ11;Φ=36%;K=1197mD; Df=2.7586
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Sample SJ12;Φ=28%;K=1440mD; Df=2.7859
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Sample SJ13;Φ=25%;K=973mD; Df=2.7872
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Petrophysical model showing Resistivity Fractal Dimension and Geometric Relaxation Time Fractal Dimension of Induced Polarization Sample Number Porosity ( %) Permeability (mad) Resistivity Fractal Dimension Geometric Relaxation Time Fractal Dimension Induced Polarization SJ1 29 1680 2.7859 SJ2 35 1955 2.7748 SJ3 34 56 2.4379 SJ4 30 176 2.6843 SJ7 1472 2.7683 SJ8 32 1344 2.7752 SJ9 31 1394 2.7786 SJ11 36 1197 2.7586 SJ12 28 1440 SJ13 25 973 2.7872
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Resistivity fractal dimension versus geometric relaxation time fractal dimension of induced polarization showing the thee Shajara Reservoirs of the shajara Formation of the Permo-Carboniferous Unayzag Group, saudi arabia
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Conclusions The sandstones of the Shajara Reservoirs of the Shajara formation of the permo-Carboniferous unayzah group were divided here into three units based on resistivity fractal dimension. The Units from base to top are: Lower Shajara Resistivity Fractal dimension Unit, Middle Shajara Resistivity Fractal Dimension Unit, and Upper Shajara Resistivity Fractal Dimension Unit.
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These units were also proved by geometric relaxation time of induced polarization fractal dimension.
The fractal dimension was found to increase with increasing grain size and permeability.
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Thank You
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