an investigation of numerical facies models of coal seam ... · reservoir architecture: a 3d...

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UQ-CCSG Centre for Coal Seam Gas BASIN ANALYSIS SCREENING STUDY RESERVOIR ARCHITECTURE FACIES MODELLING Regional analysis of CSG parameters Dynamic reservoir modelling Production forecasting Identify parametric controls upon Surat Basin CSG reservoir behaviors. Revise regional palaeogeographic model for the WSG. Define templates and controls upon alluvial architecture of the WSG. Test & develop approaches for numerical facies model construction. Core description BHI interpretation Palaeogeographic reconstruction Seismic attribute analysis Structural analysis Sedimentary process definition Software development Numerical facies modelling Model validation & interrogation REGIONAL SCALE FIELD SCALE An investigation of numerical facies models of coal seam gas reservoirs; Walloon Subgroup, Surat Basin Daren Shields & Joan Esterle The Walloon Subgroup (WSG) represents a prolific coal seam gas (CSG) resource which underpins three large CSG to liquefied natural gas (LNG) projects operating along the Australian east coast. These mega-projects require long term forecasts of gas production, predictions which are often derived via the dynamic simulation of numerical reservoir models. Reservoir models consist of hierarchical collections of inter-related rock and fluid parameters. INTRODUCTION The facies model, representing paleogeography, serves as the foundation of this linkage as it defines the three-dimensional (3D) geometry and distribution of coal seams. This thesis is comprised of complementary studies aimed at investigating and enhancing the predictive capability of numerical facies models in the Walloon Subgroup. COMPONENTS REQUIRED FOR INCREASINGLY PREDICTIVE CSG FACIES MODELS Construction of predictive facies models requires a comprehensive understanding of regional depositional trends, local facies architectures and depositional processes as well as computer routines able to translate this information into numerical 3D grids. FACIES MODEL EVOLUTION FACIES MODELLING ADVANCES Screening study: A preliminary simulation study was undertaken to understand the controls upon CSG production in the Surat Basin. Basin analysis: A regional study was undertaken to develop a consistent regional stratigraphic framework and confirm the WSG depositional model. Reservoir architecture: A 3D seismic survey was used to develop templates describing the 3D architecture of WSG reservoir units and interrogated to elucidate the processes controlling WSG deposition. Facies modelling: A PETREL plugin was developed in which automata representing the process of differential compaction driven compensational stacking are used explicitly to condition facies model outcomes. Present gaps in our understanding highlight the requirement for further studies aimed at 1) refinement of the WSG’s regional stratigraphic and palaeogeographic models, 2) delineation of the WSG’s reservoir scale internal alluvial architecture, 3) identification of the processes or mechanisms controlling reservoir-scale facies relationships within the WSG and 4) development of workflows better able to represent alluvial facies in numerical reservoir models. The focus of this dissertation is to explore these conceptual gaps leading to improved numerical facies models of the WSG. 1. Defined geometry: Templates derived from seismic and well data that describe the 3D geometry and distribution of WSG architectural elements (Shields and Esterle 2015). 2. Depositional process: Interrogation of seismic and well data has revealed that compensational stacking is a key processes responsible for the WSG’s complex alluvial organisation (Shields et al 2017A). 3. Computer routines: Development of a computer routine able to replicate the mechanics of compensational stacking and translate this understanding into numerical 3D grids (Shields et al. 2017B). Observed field data: WSG facies architecture as described from mining bores and exposures in the NE of the Surat Basin (Leblang et al. 1981). Complex organisation of coal bodies including seam amalgamation, bifurcation and wash out. Previous generation of facies models: An early WSG facies model constructed via existing geo-statistical algorithms. Absent are the complex features observed in the mining bore data. Not predictive with respect to flow-paths or reservoir continuity (Ryan et al. 2012) Next generation facies models: A facies model outcome generated using the newly developed PETREL plugin. This realization uses the 3D geometrical templates resolved from seismic, together with automata representing the mechanics of compensation stacking. Provides a more representative model outcome when compared to observed data (Shields et al. 2017B) REFERENCES Shields, D., and Esterle, J., 2015. Regional insights into the sedimentary organisation of the Walloon Subgroup, Surat Basin. Australian Journal of Earth Sciences, 62 (8), 949-967. Shields, D., Bianchi, V., and Esterle, J., 2017A. A seismic based investigation into the geometry and controls on alluvial organisation in the Walloon Subgroup, Surat Basin, Queensland. Australian Journal of Earth Sciences, 64 (4), 455-469. Shields, D., Zhou, F., Buchannan, A., and Esterle, J., 2017B. Complementing coal seam gas facies modelling workflows with decompaction based processes. Journal of Marine and Petroleum Geoscience, 88, 155 -169. Leblang, G.M, Rayment, P.A. and Smyth, M., 1981. The Austinvale coal deposit - Wandoan: a palaeoenvironmental analysis. Coal Geology 1, 185-195.

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Page 1: An investigation of numerical facies models of coal seam ... · Reservoir architecture: A 3D seismic survey was used to develop templates describing the 3D architecture of WSG reservoir

UQ-CCSGCentre for Coal Seam Gas

BASIN ANALYSISSCREENING STUDY RESERVOIR ARCHITECTURE FACIES MODELLING

• Regional analysis of CSG parameters

• Dynamic reservoir modelling• Production forecasting

Identify parametric controls upon Surat Basin CSG reservoir behaviors.

Revise regional palaeogeographic model

for the WSG.

Define templates and controls upon alluvial

architecture of the WSG.

Test & develop approaches for numerical facies model

construction.

• Core description• BHI interpretation • Palaeogeographic

reconstruction

• Seismic attribute analysis• Structural analysis• Sedimentary process

definition

• Software development• Numerical facies modelling• Model validation &

interrogation

REGI

ONAL

SCA

LE

FIEL

D SC

ALE

An investigation of numerical facies models of coal seam gas reservoirs; Walloon Subgroup, Surat BasinDaren Shields & Joan Esterle

The Walloon Subgroup (WSG) represents a prolific coal seam gas(CSG) resource which underpins three large CSG to liquefied naturalgas (LNG) projects operating along the Australian east coast. Thesemega-projects require long term forecasts of gas production,predictions which are often derived via the dynamic simulation ofnumerical reservoir models. Reservoir models consist of hierarchicalcollections of inter-related rock and fluid parameters.

INTRODUCTION

The facies model, representingpaleogeography, serves as thefoundation of this linkage as itdefines the three-dimensional(3D) geometry and distribution ofcoal seams. This thesis iscomprised of complementarystudies aimed at investigating andenhancing the predictivecapability of numerical faciesmodels in the Walloon Subgroup.

COMPONENTS REQUIRED FOR INCREASINGLY PREDICTIVE CSG FACIES MODELS

Construction of predictive facies models requires a comprehensiveunderstanding of regional depositional trends, local faciesarchitectures and depositional processes as well as computerroutines able to translate this information into numerical 3D grids.

FACIES MODEL EVOLUTIONFACIES MODELLING ADVANCES

Screening study: A preliminary simulation study wasundertaken to understand the controls upon CSGproduction in the Surat Basin.

Basin analysis: A regional study was undertaken todevelop a consistent regional stratigraphic frameworkand confirm the WSG depositional model.

Reservoir architecture: A 3D seismic survey was usedto develop templates describing the 3D architecture ofWSG reservoir units and interrogated to elucidate theprocesses controlling WSG deposition.

Facies modelling: A PETREL plugin was developedin which automata representing the process ofdifferential compaction driven compensationalstacking are used explicitly to condition facies modeloutcomes.

Present gaps in our understanding highlight the requirement for further studies aimed at 1) refinement of the WSG’s regional stratigraphic and palaeogeographic models, 2)delineation of the WSG’s reservoir scale internal alluvial architecture, 3) identification of the processes or mechanisms controlling reservoir-scale facies relationships within theWSG and 4) development of workflows better able to represent alluvial facies in numerical reservoir models. The focus of this dissertation is to explore these conceptual gapsleading to improved numerical facies models of the WSG.

1. Defined geometry: Templates derived fromseismic and well data that describe the 3Dgeometry and distribution of WSG architecturalelements (Shields and Esterle 2015).

2. Depositional process: Interrogation ofseismic and well data has revealed thatcompensational stacking is a key processesresponsible for the WSG’s complex alluvialorganisation (Shields et al 2017A).

3. Computer routines: Development of acomputer routine able to replicate themechanics of compensational stacking andtranslate this understanding into numerical 3Dgrids (Shields et al. 2017B).

Observed field data:WSG facies architecture as described from miningbores and exposures in the NE of the Surat Basin(Leblang et al. 1981). Complex organisation ofcoal bodies including seam amalgamation,bifurcation and wash out.

Previous generation of facies models:An early WSG facies model constructed viaexisting geo-statistical algorithms. Absent are thecomplex features observed in the mining bore data.Not predictive with respect to flow-paths orreservoir continuity (Ryan et al. 2012)

Next generation facies models:A facies model outcome generated using the newlydeveloped PETREL plugin. This realization usesthe 3D geometrical templates resolved fromseismic, together with automata representing themechanics of compensation stacking. Provides amore representative model outcome whencompared to observed data (Shields et al. 2017B)

REFERENCES• Shields, D., and Esterle, J., 2015. Regional insights into the sedimentary organisation of the Walloon Subgroup, Surat Basin.

Australian Journal of Earth Sciences, 62 (8), 949-967.• Shields, D., Bianchi, V., and Esterle, J., 2017A. A seismic based investigation into the geometry and controls on alluvial

organisation in the Walloon Subgroup, Surat Basin, Queensland. Australian Journal of Earth Sciences, 64 (4), 455-469.• Shields, D., Zhou, F., Buchannan, A., and Esterle, J., 2017B. Complementing coal seam gas facies modelling workflows with

decompaction based processes. Journal of Marine and Petroleum Geoscience, 88, 155 -169.• Leblang, G.M, Rayment, P.A. and Smyth, M., 1981. The Austinvale coal deposit - Wandoan: a palaeoenvironmental analysis.

Coal Geology 1, 185-195.