Machine Learning-Based Sweet Spot Prediction Method for Canada Tight Sandstone Gas Reservoir

Zan Chen, Yexin Fang, Qian Yuan, Hao Su, Yili Yao, Yu Chen

Unconventional Resources Technology Conference (URTEC)

..., Horizontal length, Number of stages, Average stage length, and proppant per stage. 5 Prediction of geological parameter spatial distribution In order...

Utilizing Seismic for Higher Definition of Geologic Prospects: 2-D, 2-D Swath, and 3-D Seismic

R. Randy Ray

Rocky Mountain Association of Geologists

... are surprisingly intricate and accurate. The proper design of a 3-D seismic survey requires detailed understanding of the local geology, including...

Application of formation pressure prediction technique based on high-density three-dimensional seismic constraints in complex structural zones

Baoli Yu, Keyu Liu, Chao Li, Peng Chen, Baorong Xu, Jia Chen, Wenchao Xiang, Bo Yuan

International Meeting for Applied Geoscience and Energy (IMAGE)

..., Formation pressure prediction method research and implementation platform analysis design: M.S. thesis, The QINGDAO University. Second International...

Seawater Treatment for Enhanced Oil Recovery

Monica A. Jorque

Indonesian Petroleum Association

..., subsequent pilot testing centered around optimizing design conditions and polymer selection for a horizontal, downflow filter. The installed filters...

Unconventional Reservoir Characterization Using Azimuthal Seismic Diffraction Imaging

Dmitrii Merzlikin, Sergey Fomel, Xinming Wu, Mason Phillips

Unconventional Resources Technology Conference (URTEC)

... reservoirs is a known controlling factor in oil and gas producibility. The design of a successful well for unconventional reservoir development can use...

Abstract: New Techniques Reveal the Exploration Opportunities in the Louisiana Coastal and Shelf Areas: Abstract

Fangjian 'Jack' Xue, Kim Hemsley, Dave Paddock

GCAGS Transactions

... deep-water sand distribution and quality. Hydrocarbon prediction is difficult because of relatively poor data quantity and quality. Due to the high...

Abstract: New Techniques Reveal the Exploration Opportunities in the Louisiana Coastal and Shelf Areas

Search and Discovery.com

Abstract: Optimising Well Casing Design In A Frontier Deepwater Basin Using Real Time Pore Pressure Prediction Whilst Drilling, by S. James, J. Horbeek, and T. Taklo; #90923 (1999)

Search and Discovery.com

Uncertainty Analysis in a Mature Field: Dibi Field Case Study

Djuro Novakovic, Joy Roth

AAPG Special Volumes

... and dynamic experimental design, probabilistic history matching, and use of model building and analysis automation tools. The result...

VSP Guided Reprocessing and Inversion of Surface Seismic Data

R. Gir, Dominique Pajot, Serge Des Ligneris

Southeast Asia Petroleum Exploration Society (SEAPEX)

... as to follow the structural trend of the seismic data. Design of Match Filter The final migrated seismic data is used as input for designing a cross...

Abstract: From Real-Time Model Update to Simulation Ready Predicative Models; #90314 (2018)

Aus Al Tawil

Search and Discovery.com

... lists five factors that affect the success of a well in delivering its objectives: 1. Earth model spatial relationships that determined the geometry...

Abstract: Surface-consistent Matching Filter for Time-lapse Processing; #90174 (2014)

Mahdi H. Almutlaq and Gary F. Margrave

Search and Discovery.com

... design a suite of surface-consistent matching filters for processing time-lapse seismic data in a surface-consistent manner. The frequency-domain...

Convolutional Neural Networks Forecasting for Unconventional Drilling Units in US Land

Francisco J. Parga Garcia, Jie Fang, Niven Shumaker

Unconventional Resources Technology Conference (URTEC)

... to account for the relative spatial position of wells in the “wine-rack” cross-sectional (barrel) view. These models also depend on engineered features...

Signature Processing of North Sea Air-Gun Data: ABSTRACT

E. A. Booth, A. P. Stacey

AAPG Bulletin

... corrections for these effects. The initial tests were done by designing and applying End_Page 678------------------------------ filters to the signature...

3-D Seismic Applications for Environmental and Groundwater Reconnaissance

Donald J. Marlin , William H. Schramm , and Robert M. Mayer

GCAGS Transactions

... record providing as dense as 55 foot (16.7 meter) bin or trace spatial resolution. The wavelet of the seismic trace can be isolated, extracted...

Application of transfer learning and multi-scale feature fusion in intelligent suppression of seismic random noise

Xin Xu, Wuyang Yang, Xinjian Wei, Haishan Li, Nang Wang

International Meeting for Applied Geoscience and Energy (IMAGE)

.... The first layer, Conv+ReLU, consists of 64 filters of size 3 x 3 x c to generate 64 feature maps, applying ReLU for non-linear processing. Here, 'c...

Optimizing Well Casing Design in Suban: A Paradigm Shift in Development Strategies Based on Integrated Pore-Pressure and Hydrogeology Study

Budi R Permana, Fadia Hamid, Ratih Widyaningsih, Boga Isa

Indonesian Petroleum Association

... the innovative casing design, spatial pore pressure analysis was conducted. The pore pressure from East, Central and West segments were put into 3D view...

Deep learning to predict subsurface properties from injected CO2 plume bodies using time-lapse seismic shot gathers

Son Phan, Wenyi Hu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

.... A multi-branch design with two-dimensional CNN (CNN2D) filters of different sizes is used to better extract features of dipping seismic events...

Deep convolutional neural networks for generating grain-size logs from core photographs

Thomas T. Tran, Tobias H. D. Payenberg, Feng X. Jian, Scott Cole, and Ishtar Barranco

AAPG Bulletin

... was conducted by comparing the CNN-predicted against the manually interpreted grain size. Numerical error analysis and visual inspection of the prediction...

Carbonate Petrophysical Rock Typing: Integrating Geological Attributes and Petrophysical Properties while Linking with Dynamic Behavior; #120089 (2013)

Mark Skalinski and Jeroen A. M. Kenter

Search and Discovery.com

... the geological attributes (depositional and diagenetic as well as their hybrid) and their spatial interrelationships and trends. In the context...

Abstract: Acquiring Low Frequencies : Sweeps, Sensors, Sampling and Stories; #90224 (2015)

Olivier Winter, Anna Leslie, and Forest Lin

Search and Discovery.com

... for a given target is a problem where the seismic hardware, source parameters, design layout and seismic processing must be considered. We aim to provide...

Abstract: Application of Machine Learning to Predict Estimated Ultimate Recovery for Multistage Hydraulically Fractured Wells in Shale Formation; #91204 (2023)

Ahmed Ibrahim

Search and Discovery.com

... from the completion design. The results showed a low accuracy of direct prediction of the EUR from the completion design. Hence, an intermediate step...

Chapter 2: Training Spatial Skills in Geosciences: A Review of Tests and Tools

Kristin M. Gagnier, Thomas F. Shipley, Basil Tikoff, Bridget C. Garnier, Carol Ormand, Kinnari Atit, Ilyse Resnick

AAPG Special Volumes

... about spatial thinking: New typology, new assessments, in J. S. Gero, ed., Studying visual and spatial reasoning for design creativity: Springer...

Implementing an Integrated Production Surveillance and Optimization System in an Unconventional Field

Diego Molinari, Sathish Sankaran, Dave Symmons, Michael Perrotte, Edward Wolfram, Ilsa Krane, Jichao Han, Neha Bansal

Unconventional Resources Technology Conference (URTEC)

... databases, production database, completions and wellbore equipment operational databases, spatial (GIS/maps) database, as well as high-frequency data sourced...

A Comparative Study of 3-D Noise Attenuation Techniques

Daniel Wheaton, Yendri, Kusnarya

Indonesian Petroleum Association

... simultaneously over a group of inline and crossline seismic traces. f-k (frequency-wavenumber) filters that are designed to attenuate linear coherent...