INVESTIGATION OF CO- AND COUNTER CURRENT FLOW BEHAVIOR IN CARBONATE ROCK CORES

Similar documents
EXPERIMENTAL INVESTIGATION OF FACTORS AFFECTING LABORATORY MEASURED RELATIVE PERMEABILITY CURVES AND EOR

IMPACT OF WETTABILITY ON RESIDUAL OIL SATURATION AND CAPILLARY DESATURATION CURVES

Effect of Low Salinity Water Injection on Capillary Pressure and Wettability in Carbonates

Water-Based EOR by Smart Water :

The Stages of Oil Recovery

NEW METHOD TO PREPARE OUTCROP CHALK CORES FOR WETTABILITY AND OIL RECOVERY STUDIES AT LOW INITIAL WATER SATURATION

Oil Recovery by Spontaneous Imbibition from Weakly Water-Wet Rocks

SURFACTANT ENHANCED GRAVITY DRAINAGE: LABORATORY EXPERIMENTS AND NUMERICAL SIMULATION MODEL

EFFECT OF SALINITY ON OIL RECOVERY BY SPONTANEOUS IMBIBITION

MECHANISMS OF WATER IMBIBITION IN CARBONATE-RICH UNCONVENTIONAL RESERVOIRS

HYSTERESIS EFFECTS IN CAPILLARY PRESSURE, RELATIVE PERMEABILITY AND RESISTIVITY INDEX OF NORTH SEA CHALK

EFFECT OF TEMPERATURE AND PRESSURE ON CONTACT ANGLE OF QUARTZ-WATER-BITUMEN SYSTEM

Minnelusa Core Analysis and Evaluation Project

EFFECTS OF WETTABILITY AND INTERFACIAL TENSION ON THE DISTRIBUTION OF RESIDUAL OIL ON THE PORE SCALE AFTER WATER FLOODING

Improved Oil Recovery by Injection of Water and Gas

NEW EXPERIMENTAL EVIDENCE ON THE DOMINANT MECHANISM OF OIL RECOVERY BY LOW SALINITY WATER INJECTION IN CARBONATE ROCKS

SCA /12. Heron Gachuz-Muro, Mehran Sohrabi Pemex E&P, Heriot Watt University

SPE Copyright 2008, Society of Petroleum Engineers

AN OVERVIEW OF THE LOW AND HIGH TEMPERATURE WATER-OIL RELATIVE PERMEABILITY FOR OIL SANDS FROM DIFFERENT FORMATIONS IN WESTERN CANADA

Water Injection in Fractured Reservoirs

THE EFFECT OF TEMPERATURE AND BRINE COMPOSITION ON THE MECHANICAL STRENGTH OF KANSAS CHALK

Gaps and Challenges for Light and Tight EOR

STUDY OF THE SULPHATE ION EFFECT ON OIL RECOVERY DURING LOW SALINITY WATER INJECTION IN DOLOMITES

A CASE STUDY OF SATURATION EXPONENT MEASUREMENT ON SOME CARBONATE CORES AT FULL RESERVOIR CONDITIONS

MEASUREMENTS OF REMAINING OIL SATURATION IN MIXED-WET CARBONATES

Low Salinity Waterflood in Combination with Surfactant/Polymer; Effect of Surfactant Slug Size Adnan Ibrahim Al-Ajmi

Effect of ph and Slug Ratio of Alkaline Surfactant Polymer Alternating Gas Flooding on Oil Recovery

Does foam work in fractured systems?

WATERFLOOD RECOVERY EFFICIENCY

Thermal, compositional, and salinity effects on wettability and oil recovery in a dolomite reservoir

Chapter 1: Introduction

An Experimental Study of Alkali-surfactant-polymer Flooding through Glass Micromodels Including Dead-end Pores

For contact information, please visit our website:

Chemical Flood Design

USING A DENSITOMETER FOR QUANTITATIVE DETERMINATIONS OF FLUID DENSITY AND FLUID VOLUME IN CORE FLOODING EXPERIMENTS AT RESERVOIR CONDITIONS

Influence of Aspect Ratio and Wettability on Residual Oil Saturations after Waterflooding and Immiscible Gas Flooding: A Microfluidics Based Study

Study on Alkaline Flooding System with Antiscaling Effect

IMPACTS OF WETTABILITY ON CAPILLARY PRESSURE AND RELATIVE PERMEABILITY

Wettability Effects on Oil-Recovery Mechanisms in Fractured Reservoirs

Interrelationship of Wettability, Initial Water Saturation, Aging Time, and Oil Recovery by Spontaneous Imbibition and Waterflooding

Mechanisms of oil displacement by ASP-foam and its influencing factors

WETTABILITY ALTERATION DUE TO RETENTION OF CO 2 -FOAMING AGENTS ONTO CHALK ROCK

In situ wettability distribution and wetting stability in outcrop chalk aged in crude oil

MECHANISTIC STUDY OF IMPROVED HEAVY OIL RECOVERY BY ALKALINE FLOOD AND EFFECT OF WETABILITY

Determination and Modelling of the Mobility of Connate Water in Oil Sands under Initial Reservoir Conditions

REMOVAL OF MUD COMPONENTS FROM RESERVOIR SANDSTONE ROCKS

TETIARY CARBON DIOXIDE FLOODING OF LOW PERMEABLE CHALK WITH IN-SITU SATURATION DETERMINATION USING X-RAY COMPUTED TOMOGRAPHY

ASPHALTENE PRECIPITATION AND ITS EFFECTS ON CO 2 -ENHANCED OIL RECOVERY (CO 2 -EOR) Yongan (Peter) Gu, Professor, Ph.D., P.Eng.

WETTABILITY CONTROL BY ADSORPTION FROM CRUDE OIL ASPECTS OF TEMPERATURE AND INCREASED WATER SATURATION

Investigation on Nitrogen Foam Assisted Steam Flooding with Sand Production

Alteration of wettability and wettability heterogeneity

IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS

Oil recovery and wettability alteration in carbonates due to carbonate water injection

Reservoir Surveillance Fundamentals Lab Work. Compliments of Intertek Westport Houston Laboratory

Solvent Induced Oil Viscosity Reduction and Its Effect on Waterflood Recovery Efficiency

Reducing Mechanical Formation Damage by Minimizing Interfacial Tension and Capillary Pressure in Tight Gas

SEM IMAGING OF DRY AND SATURATED POROUS ROCKS FOR MODELING FLUID DISTRIBUTION ON PORE SCALE

Permian Basin Production Optimization Conference. Organic Oil Recovery. Houston January Ken Gerbino Founder & Chairman

Prediction of fluid occupancy in fractures using network modeling and x-ray microtomography. II: Results

NIOR Core plug preparation procedures

Effect of Heterogeneity in Capillary Pressure on Buoyancy Driven Flow of CO 2

POLYMER FLOODING Dr. Helmy Sayyouh Petroleum Engineering Cairo University

Adjustment to Oil Saturation Estimate Due to Various Reservoir Drive Mechanisms

EVALUATION OF WATER AND GAS INJECTION IN A CARBONATE RESERVOIR

Cartography of oil reserves and recovery factors of petroleum reservoirs - IOR/EOR methods to increase ultimate recovery

NF MEMBRANES FOR PRODUCTION OF SMART WATER FROM SEAWATER. Abstract

A New Approach to Simultaneously Enhancing Heavy Oil Recovery and Hindering Asphaltene Precipitation

Workshop: Minnelusa I

DEVEX 2016 Smart EOR Screening Workflow connecting Analytical and Numerical Evaluations

Institute for Improved Oil Recovery

Analysis, Scaling and Simulation of Counter-Current Imbibition

PETROPHYSICS OF SHU AIBA RESERVOIR, SHAYBAH FIELD

Reservoir Engineering

How to Obtain Primary Drainage Capillary Pressure Curves Using NMR T2 Distributions in a Heterogeneous Carbonate Reservoir

CO2 Injection in Light Oil Fractured Reservoirs. (Experimental Study)

DISPLACEMENT OF OIL BY SURFACTANT FLOODING IN MIXED-WET CONDITION

Gas-water steady-state relative permeability determination with two approaches; experimental and digital rock analysis, strengths and weaknesses

EVALUATION OF DIFFERENT FLOODING SCENARIOS AS ENHANCED OIL RECOVERY METHOD IN A FRACTURED RESERVOIR: A CASE STUDY

CS 52 Fluid Properties and Performance Comparison Comparative Study: The Industry Leading Flow Enhancer Versus HPPE CS 52 and HPPE Rock Release

Iran. J. Chem. Chem. Eng. Vol. 31, No. 1, 2012

Influence of Clay Content on Surfactant- Polymer Flooding For an Egyptian Oil Field. Prof. Atef Abdelhady, British University in Egypt

The Mechanism of Improved Oil Recovery by Sequential Waterflooding

IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS

Evaluation of the Gel Profile Control Agent Polyacrylamide in Enhanced Oil Recovery

Bognø, T. 1, Aspenes, E. 1, Graue, A. 1, Spinler E.A. 2 and Tobola D. 2

Effects of Low Salinity Water Ion Composition on Wettability Alteration in Sandstone Reservoir Rock: A Laboratory Investigation

Geological sequestration. or storage of CO 2

University of Alberta

A PROTOCOL TO EVALUATE CAPROCK INTEGRITY FOR THERMAL HEAVY OIL AND BITUMEN RECOVERY OPERATIONS

Moving from Secondary to Tertiary Recovery Stages. 9 TH ANNUAL WYOMING EORCO2 CONFERENCE JULY 14-16, 2015 Casper, WY By Jim Mack MTech Ventures LLC

Frontal Advance Theory. Frontal Advance Theory. Frontal Advance Theory. Fractional Flow Equation. We have to study the front.

Effect of ph-values on the contact angle and interfacial tension

DETERMINATION OF WETTABILITY OF IRANIAN CARBONATE RESERVOIR ROCKS IN RESTORED-STATE

Improved Waterfloods: From Laboratory to Field

Effect of Network Topology on Relative Permeability; Network Model and Experimental Approaches

Introduction. Relationship between Capillary Pressure and other Petrophysical properties

CO 2 -Brine Relative Permeability Characteristics of Low Permeable Sandstones in Svalbard

Current Research Activities

ABSTRACT 1 INTRODUCTION 2 INTRODUCTION

Complex Construction vs. Simple Deconstruction: Alternative Workflows and the Role of Ultimate Truth Models

Transcription:

SCA2017-061 1/8 INVESTIGATION OF CO- AND COUNTER CURRENT FLOW BEHAVIOR IN CARBONATE ROCK CORES Pouyan Ahmadi 1, Masoud Riazi 1, Mohammad Reza Malayeri 1 1 EOR Research Center, School of Chemical and Petroleum Engineering, Shiraz University, I.R. Iran This paper is prepared for presentation at the International Symposium of the Society of Core Analysts held in Vienna, Austria, 27 August 1 September 2017 ABSTRACT Imbibition constitutes a key recovery mechanism in oil carbonate reservoirs its manipulation can potentially improve oil recovery in water flooding as an Enhanced Oil Recovery (EOR) process. In this study, six carbonate cores were investigated with porosity and permeability of 18% and 32 md, respectively. In each case, three types of faces in contact with brine were considered i) one open face (OOF) ii) two open faces (TOF) iii) one open face and another face isolated from brine with a special tube that allows collection of the co-current produced oil during the imbibition test (OOCO). These arrangements were used to investigate ionic solution effects on the amount of coand counter-current produced oil and to evaluate the effect of currents on each other when the lateral surface of cores is coated and one or two faces are contacted with brine. The results showed that generally during Smart Sea Water (SSW) injection with respect to 5times diluted Sea Water Brine with distilled water (5dSW,( total recovery increased as more ions were activated in wettability alteration and IFT reduction. In OOF cores, oil recovery was also about 10% more than OOCO, perhaps due to elimination of co-current flow in OOF. The amount of oil recovery increased by 15% in SSW in TOF cases because of simultaneously co- and counter-current oil flow production at the two faces of the cores. For OOCO counter-current oil production was smaller than OOF and TOF cases at the other face, because the end face is isolated from brine which allows produced oil to go across it and accumulate in the tube. Overall, the oil production of the six cores in different types of brine were ranked as follows: TOF-SSW > OOE-SSW > TOF-5dSW > OOF-5dSW = OOCO-SSW > OOCO-5dSW INTRODUCTION The world s oil reserves are overwhelmingly held in carbonate reservoirs - their recovery has been the subject of many investigations. This type of oil reservoir is characterized by two types of porous medium namely i) matrix blocks and ii) natural fractures. EOR methods for fractured reservoirs are usually designed to facilitate the transmission between matrix and fractures. One such method for enhanced oil recovery from carbonate reservoirs is low salinity water imbibition which is aimed at altering wettability from oil-wet to neutral or water-wet conditions. Should a block matrix be surrounded by water that exists in the fractures then two types of imbibition are expected to occur. 1) co-current and 2) counter-current imbibition. When water enters the carbonate block matrix, oil can be produced either in the same direction (co-current) or opposite direction (counter-current) (see Figures 1 and 2). The amount of oil production due to these

SCA2017-061 2/8 mechanisms would depend on block matrix length, oil/water viscosity ratio, type of ions that exist in the brine, crude oil chemistry, and reservoir pressure and temperature conditions. Figure 1: Co-current imbibition Figure 2: Counter-current imbibition Many factors such as wettability, viscosity [1], interfacial tension [2], oil composition, injection fluids properties are known to influence counter-current imbibition [3]. In addition, the interaction between fluid and porous media depends on pore shape, matrix permeability, relative permeability and boundary conditions, which would, in turn, determine the rate of imbibition and oil recovery [4]. At the beginning of the imbibition process, the counter-current imbibition always prevails. The oil/water mobility ratio determines how counter-current continues which, in turn, depends on wetting phase viscosity. If brine mobility is high, then the counter-current continues, otherwise it stops and instead co-current imbibition begins to produce oil [5]. The surfaces where oil is produced as droplets determine the capillary back pressure (CBP) at the open face. CBP was mentioned by Parsons and Chaney (1966), but it is usually ignored in co- and counter-imbibition [6]. During the imbibition process large oil droplets would usually stick to the open face of the core. In this process if the radius of curvature of oil droplets is much higher than pore radius, then they would only produce small back pressures. Snap off phenomenon could also happen for strongly water wet conditions near the faces that are in contact with the wetting phase, resulting in coalescence of large droplets on the outside of the core [7]. The present study investigates the ability of brine composition to increase the amount of countercurrent and co-current produced oil, which feeds into the fractures and is expected to increase oil recovery. EXPERIMENTAL SET UP AND PROCEDURE In an imbibition process, two important parameters, interfacial tension and wettability, can be profoundly affected and controlled by the composition of the injecting fluid. Low salinity water and smart water (containing SO4 2-, Ca 2+ and Mg 2+ ions) at the oil/brine and rock/brine interfaces, cause low interfacial tension and more water wetness, respectively. Accordingly, in the present investigation, 5-times diluted seawater and also seawater with manipulated sulfate, calcium and magnesium ions were used. 5-times diluted sea water showed to perform the best among dilution experiments and the IFT and contact angle are represented in figure 3. For ion concentration

SCA2017-061 3/8 manipulation EOR the one with 3 times sulfate, calcium and 6 times magnesium was the best and the results are shown in figure 4. A Figure 3: 5 diluted seawater A) change of contact angle in a calcite thin section (from 125 to 78) B) pendant drop IFT measurement (11.1 mn/m) B Figure4: SW-3S-C-6M A) change of contact angle in a calcite thin section (from 129 to 30) B) pendant drop IFT measurement (8.3 mn/m) After determining the best wettability and IFT between diluted sea water samples and optimum salinity of seawater as smart seawater (SSW), their effects on the amount of produced oil during co-current and counter-current imbibition were investigated. Core preparation The outcrop block of a carbonate formation has been considered and many plugs were taken from it, thereafter among all cores, six cores with similar permeability and porosity selected. The carbonate cores petrophysical properties are provided in Table 1. Table 1: Petrophysical properties of investigated carbonate cores. A Brine-condition-core NO Porosity % Permeability (md) Length (mm) Diameter (mm) SSW- OOF-1 17.4 32 67 38.1 SSW-TOF-2 18.3 31 67 38.1 SSW-OOCO-3 19.0 33 67 38.1 5dSW-OOF-4 16.9 29 67 38.1 5dSW-TOF-5 17.9 32 67 38.1 5dSW-OOCO-6 18.0 30 67 38.1 As a first step, these cores were saturated with formation brine, then initially maintained for 14 days at 75 C to achieve original positive carbonate surface charge as it would exist at the reservoir conditions. Then oil flooding was started until the saturation of formation brine in cores reached to about 0.2 cc for which the fluid saturation is given in Table 2. Once this is done then the saturated cores were further maintained for 40 days at 2500 psi and 75 C. After the accomplishment of this aging process, the matured cores were categorized in two groups B

SCA2017-061 4/8 1) 5dSW is mutual wetting phase imbibition brine and three cores were coated with tubes and epoxy resin as: i) first core-one open face (OOF) ii) second core-two open faces (TOF) iii) third core-one open face and another face isolated from brine with a special tube that would be able to collect the co-current produced oil during imbibition test (OOCO) as depicted in figure 5. 2) SSW is mutual wetting phase imbibition brine and three cores as: i) first core-one open face (OOF) ii) second core-two open faces (TOF) iii) third core-one open face and another face isolated from brine with a special tube that would be able to collect the co-current produced oil during imbibition test (OOCO) as depicted in figure 5. Table 2: Fluid saturation volume Core NO pore volume (cc) FW Volume (cc) Oil Volume (cc) 1 13.28 2.6 10.68 2 13.97 2.7 11.27 3 14.50 2.9 11.60 4 12.90 2.6 10.30 5 13.66 2.7 10.96 6 13.74 2.8 10.94

SCA2017-061 5/8 A B C Figure 5: blue color shows the lateral surfaces and faces that coated with epoxy resin. A) OOF B) TOF C) OOCO Table 3: recovery factor during SSW and 5dSW imbibition. %RF (Brine) Time (hrs.) RF (SSW- OOF-1) RF (SSW-TOF-2) RF (SSW-OOCO-3) RF (5dSW-OOF-4) RF (5dSW-TOF-5) RF (5dSW-OOCO-6) 4 14.98 22.18 7.76 5.48 9.12 2.91 12 18.73 24.84 9.48 8.23 16.42 4.85 48 21.54 29.28 12.07 11.88 26.46 6.80 72 25.28 32.83 12.93 14.63 23.72 8.74 96 29.03 37.27 14.66 14.63 27.37 8.74 120 29.03 38.15 14.66 14.63 27.37 8.74 144 29.03 38.15 14.66 14.63 27.37 8.74 168 29.03 38.15 14.66 14.63 27.37 8.74 192 29.03 38.15 14.66 14.63 27.37 8.74 216 29.03 38.15 14.66 14.63 27.37 8.74 240 29.03 38.15 14.66 14.63 27.37 8.74 264 29.03 38.15 14.66 14.63 27.37 8.74 288 29.03 38.15 14.66 14.63 27.37 8.74 312 29.03 38.15 14.66 14.63 27.37 8.74 RESULTS AND DISCUSSION Two groups of cores were submerged in Amott cells. The cells were filled with the synthetic brines to the same level to eliminate gravity effects and were kept at a constant temperature of 75 C. Then, at specified time intervals, the amount of produced oil was recorded. Table3 presents the oil recovery versus time for SSW and 5dSW for co- and counter-current imbibition. For all brines that were used in these experiments, viscosity was almost equal to distilled water due to the low level of total dissolved solids (TDS). Thus all resistances against entrance of the brines into the cores were in the oil phase, and all flow was due to capillary pressures. Due to optimum wettability alteration in SSW, capillary pressure is stronger than what was in 5dSW imbibition. More oil recovery in TOF cores was due to the existence of co-current and counter-current imbibition at two faces simultaneously (Figures 6 and 7). By entrance prevention of brine from one face (OOF) co-current imbibition will be eliminated and hence oil will be produced by a

RF% SCA2017-061 6/8 counter-current imbibition process. On the contrary, when the other face is allowed to co-currently produce oil (in a special condition without contact with brine) the amount of counter-current oil production will be reduced. The reason is that when co-current imbibition is allowed (OOCO) to the cores, then the amount of fluid resistance between oil and brine for co-current imbibition is lower than OOF (when only counter-current happened). This is because after a while of countercurrent imbibition, the fluid front will be displaced thus i) fluid volumes that have to be replaced and displaced will be increased and ii) capillary pressure would not have enough force to imbibe the brine and eject the oil outside the cores at the same face. Movement of an oil-water front in imbibition process is known to be piston like. Important factors with positive and negative impacts on oil productions are trapping of oil drops in the water invaded zone due to porous nature of the medium, interlayer friction, mixed wettability conditions which are categorized as factors that hinder the upward movement of oil drops and decrease oil production; however, bouancy force and capillary pressure are those which facilitate oil production. One important issue is the competition between the oil interlayer frictions as an obstacle against the oil flow and capillary pressure as a booster in progress of imbibition process. As the process goes forth and the front descends in the core, interlayer friction increases because of a longer path ahead of the oil droplet than before while capillary pressure increases duo to more water wetness condition behind the front; however, increase in these two opposing factors is unequal and capillary pressure which imbibes the brine and ejects the oil out of the core seems not to be high enough 40.00 35.00 30.00 25.00 20.00 15.00 10.00 5.00 Recovery curve-ssw 4 12 48 72 96 120 144 168 192 216 240 264 288 312 Time(hr.) SSW- OOF-1 SSW-TOF-2 SSW-CO-3

RF% SCA2017-061 7/8 Figure 6: Recovery curve of SSW-OOF-1, SSW-TOF-2, SSW-CO-3 30.00 25.00 20.00 15.00 10.00 5.00 0.00 Recovery curve - 5dSW 4 12 48 72 96 120 144 168 192 216 240 264 288 312 Time(hr.) 5dSW-OOF-4 5dSW-TOF-5 5dSW-OOCO-6 Figure7: Recovery curve of 5dSW-OOF-4, 5dSW-TOF-5, 5dSW-OOCO-6 CONCLUSIONS Generally speaking, for SSW with respect to 5dSW, the total recovery increased as optimum ions were used as a result of wettability alteration and IFT reduction. when lateral surface of cores is coated and i)one face is in contact with brine and the other face is isolated, only counter current will be happening. OOC ii)two faces are in contact with brine, at two faces co-current and counter current will be happening. TOF iii)one open face is in contact with brine (Counter-current imbibition) and another face isolated from brine with a special tube that allows collection of the co-current produced oil during the imbibition test, co-current imbibition will weaken the counter current imbibition from the side that is in contact with brine. OOCO Wettability alteration to more water wetness increased capillary pressure and improved coand counter-current imbibition processes. Fluids interlayer friction (Resistance against of flow) in competition with capillary pressure, determine whether co-current or counter-current imbibition or both will occur. Due to elimination of co-current flow in OOF, the amount of counter-current oil recovery increased but total production typically decreases. For OOCO though due to opening of one face without contact with brine, counter-current oil production was much lower at the open face.

SCA2017-061 8/8 Based on the experimental findings, the oil production of the six cores in different types of brine can be ranked as follows: TOF-SSW > OOE-SSW > TOF-5dSW > OOF-5dSW = OOCO-SSW > OOCO-5dSW ACKNOWLEDGEMENTS The authors would like to thank the Enhanced Oil Recovery Research Center (EOR) of Shiraz University for financial support. REFERENCES [1] Ma, S., X. Zhang, and N. R. Morrow. "Influence of fluid viscosity on mass transfer between rock matrix and fractures." Journal of Canadian Petroleum Technology 38.07 (1999). [2] Ma, S. M., X. Zhang, and N. R. Morrow X Zhou "Characterization of wettability from spontaneous imbibition measurements." Journal of Canadian Petroleum Technology 38.13 (1999). [3] Behbahani, H. S., Di Donato, G., & Blunt, M. J. Simulation of counter-current imbibition in water-wet fractured reservoirs. Journal of Petroleum Science and Engineering, 50(1), 21-39. (2006). [4] Mattax, Calvin C., and J. R. Kyte. "Imbibition oil recovery from fractured, water-drive reservoir." Society of Petroleum Engineers Journal 2.02 (1962). [5] Bell, J.M., Cameron, F.K.: The flow of liquids through capillary spaces. J. Phys. Chem. 10, 658 674 (1906). [6] Li, Y., Ruth, D., Mason, G., Morrow, N.R.: Pressures acting in counter-current spontaneous imbibition. J.Petrol. Sci. Eng. 52(1 4), 87 99 (2006). [7] Å Haugen, MA Fernø, G Mason, NR Morrow "The effect of viscosity on relative permeabilities derived from spontaneous imbibition tests." Transport in Porous Media 106.2 (2015).