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RESERVOIR SIMULATION GROUP Slide 1 Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen Department of Chemical and Petroleum Engineering Schulich School of Engineering University of Calgary

Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

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Page 1: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 1

Using 3D Technology to Image and Control Oil Flow

Zhangxing (John) ChenDepartment of Chemical and Petroleum Engineering

Schulich School of EngineeringUniversity of Calgary

Page 2: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 2

• Background on Current Research

Outline

• 3D Visualization Technology

• Demo

• Research Group

Page 3: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 3

• Background on Current Research

• 3D Visualization Technology

• Demo

• Research Group

Outline

Page 4: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 4

NSERC/AIEES/Foundation CMG Chair

Alberta Innovates Technology Future (iCORE) Chair

Research Consortium on Reservoir Simulation

Foundation CMG/Frank-Sarah Meyer Collaboration Center: Simulation & Visualization

Global Initiative in Research in Unconventional Oil and Gas, Beijing Site

Page 5: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 5

Background

The Chair was established in 2007by Foundation CMG at theUniversity of Calgary. This ReservoirSimulation Chair is unique inCanada and provides a focus onCanadian oil and gas reservoirs.

Page 6: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 6

Missions, Roles and StrategiesMissions

• To maximize the value of energy resources and reduce theenvironmental footprints of their development

• To train high quality personnel

Roles• To advance technology through the development and implementation of

innovative modeling and simulation capabilities• To respond to the institutional, industrial and government needs in the

development of energy and environment technologies while reflectingsocial values

Strategies• Innovative research• Partnership and collaboration• Attracting top quality personnel

Page 7: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 7

Current Research

Studies of recovery processes for heavy oil and bitumen

Studies of unconventional oil and gas reservoirs

Development of accurate and fast solvers and simulators

Development of 3D Visualization Technology

Page 8: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 8

Heavy Oil and Bitumen

Thermal Recovery Processes (CSS, SAGD and ISC)

Emerging Recovery Processes

> Steam + Additive Injection Process:- Additive: Solvent- Additive: Oxygen or air- Additive: Chemical- Additive: Non-condensable gases- Additive: Catalyst

> Electrical Heating

Page 9: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 9

Unconventional Reservoirs

Tight and Shale Oil and Gas Reservoirs:

Study of Mechanical Properties of Tight/Shale Reservoirs

Gas Transfer in Nanopores of Shale Gas Reservoirs

Phase Behavior of Fluids in Tight/Shale Reservoirs

Optimization of Dynamic Hydraulic Fracturing

Potential of Enhanced Oil Recovery in Tight Reservoirs

Page 10: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 10

Reservoir Simulators

Realistic reservoir models and fast simulators that accurately represent petroleum reservoirs from the pore scale to the kilometre-scale are developed to reflect the real physics and chemistry of reservoirs, taking into account• Thermal effects• Composition• Kinetics• Geomechanics• Wellbore

The results are utilized by the industry partners through technology transfer.

Page 11: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 11

Reservoir Simulators

A Parallel Reservoir Simulation Platform:

Black oil simulator

Compositional simulator

Wellbore

Geomechanics

Thermal simulator (ISC)

Electrical Heating

Page 12: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 12

Selected Projects

▪Virtual Reality (VR)▪ Immersive Interfaces for Well Placement

Optimization in Reservoir Models▪ Dynamic Subsurface Cutaways

▪Augmented Reality (AR)▪ Flying Frustrum▪ PlanWell 1

2

3DVisualization Technologies

Selected Projects

Page 13: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 13

Annual Technical Symposium

June 15 – 16, 2017

University of Calgary Downtown Campus

40 Presentations by Graduate Students and PDFs

Page 14: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 14

• Background on Current Research

• 3D Visualization Technology

• Demo

• Research Group

Outline

Page 15: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 15

Compute Resources

Enable • Large simulations• Big data• Analytics• Machine Learning

¾ How to interpret massive results?

Page 16: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 16

Visualization of Massive Datasets • Model and simulation size is increasing

¾ The ability to generate data outpaced by the ability to analyze it

• Larger volume of data exceeds capacity of desktops

• Centralization of computational resources and big data visualization capabilities reduces need for investment in high-end desktops

Page 17: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 17

Visualization of Massive Datasets

From Interdisciplinary Immersive Analytics at the Electronic Visualization Laboratory: Lessons Learned and Upcoming Challenges. 2016.

¾ Visualization is critical to understanding and sense making of complex datasets

¾ Many centers have been developed to combine big data analytics with visualization

Page 18: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 18

Visualization and Interaction

Collaboration

The Reservoir Simulation Chair Research Program

Page 19: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 19

Selected Projects

▪Virtual Reality (VR)▪ Immersive Interfaces for Well Placement Optimization

in Reservoir Models▪ Dynamic Subsurface Cutaways

▪Augmented Reality (AR)▪ Flying Frustrum▪ PlanWell

19

Selected Projects

Page 20: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 20

Technology: Virtual Reality (VR)

Why use VR now?

• Technology is much more mature than even 10 years ago.

• Massive investment (billions) by big technology companies recently means rapid improvement in

• VR hardware,• 3D user interface design,• Software development ecosystems.

Page 21: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 21

Why Virtual Reality?

Immersive Feature

Benefit

Stereoscopy, head tracking, Increased FOR

Improved spatial understanding, leading to faster and more accurate analysis of connected volumes and thus more optimal well placement.

Increased FOV Reduced information clutter. Able to assess a larger area at once.

Increased FOR Increased working space leading to reduced information clutter and greater ability to work on a large amount of data with different tools.

Natural interactions

Allow users to focus on the problem, rather than the interface. E.g., move head to look around a well.

Page 22: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 22

Technology: Virtual Reality (VR)

Head Mounted Displays (HMD) • For personal use Large scale environments

• For industrial high resolution & big data scenarios• For group collaboration

Courtesy of HP Courtesy of Monash University

Page 23: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 23

Selected Projects (VR)Immersive Interfaces for Well Placement Optimization in Reservoir Models

¾ Tool that uses analysis of reservoir data to help determine superior well placements¾ Leverages VR on consumer head mounted displays and industrial visualization centers

Page 24: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 24

Selected Projects (VR)Dynamic Subsurface Cutaways

¾ Novel technique that allows rapid analysis and interaction with subsurface data¾ Leverages VR on consumer head mounted displays and industrial visualization centers

Page 25: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 25

Technology: Augmented Reality (AR)

¾ Visualizations augment the “real world”

Courtesy of Volvo

Courtesy of Trimble

Courtesy of Microsoft

Courtesy of Dr. Christian Jacob

Page 26: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 26

Selected Projects (AR)Flying Frustum

¾ Novel technique for drone control and monitoring

Page 27: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 27

Selected Projects (AR)PlanWell

¾ Collaboration tool for planning surface operations

Page 28: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 28

Putting it all togetherTechnological Solutions

¾ Software¾ Visualization techniques¾ Interaction design¾ Big data techniques¾ Data analytics and

machine learning

¾ Hardware¾ Collaborative visualization centers¾ Advanced display technologies¾ Augmented reality¾ Virtual reality

Business Benefits¾ More efficient tools¾ Fewer mistakes¾ Reduced task completion time ¾ Greater collaboration ¾ Integrated workflows¾ Projects on time and on budget

Page 29: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 29

Collaboration and Technology Transfer• Primary use is for our work (oil and gas applications)

• Other Applications:– Biology– Biophysics– Engineering– Architecture – Medicine– Outreach

Page 30: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 30

• Background on Current Research

• 3D Visualization Technology

• Demo

• Research Group

Outline

Page 31: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 31

• Background on Current Research

• 3D Visualization Technology

• Demo

• Research Group

Outline

Page 32: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 32

Graduated Since 2008 MSc (39): Celine Chen, Steve Chan, Mohammad Javad Shafaei, Baijie Wang, Wajih Naeem, Jian Sun, Anton Lysyanyy, Song Yu, Bessi Bao, Mark Zhong, Liyun Zhang, Zhen Wang, Yinzhe Fan, Sam Chen, Forough Adim Naghouni, Jenny Zhang, Mohammad Hossein Nikpoor, Frank Xiong, Qiuyue Song, Bo Yang, Jinze Xu, Fangfei Sun, Yayun Xiong, Menglu Lin, Hongbo Yu, Tianlin Zhang, Jiabei Han, Tianjie Qin, Xiaoduan Ye, Qingmao Li, Xueying Lu, Lauro Vargas, Moein Elahi, Lin Meng, Jin Zhao, Yi Hu, Roberta Cabral Mota, Andy Zhang and Qingquan Liu

PhD (32) : Yi Pan, Mehdi Bahonar, Liping Zhu, Chao Dong, Amin Sharifi Haddad, Fan Liu, Seyed Ali Feizabadi, Ehsan Ranjbar, Seyed Reza (Shauheen) Etminan, Shaohua Gu, Wenchao Liu, Mojtaba Seifi, Yizheng Wei, Thanh Quy Cuong Dang, Arash Mirzabozorg, Vahid Hematfar, Jie Fan, Wisam Shaker, Loran Taabbodi, Mohammad Kyanpour, He (Mark) Zhong, Morteza Dejam, Mohamad Mojarab, Kevin Guo, Wenhao Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong Hou, Mingjun Chen, Geoff Brown, and Kai Zhang

Post-docs (24): Hassan Hassanzadeh, Jian Li, Hongsen Chen, Xiaoping Liu, Kola Liadi Mudashiru, Karim Ghesmat, Ali Pourahmadi Laleh, Dharmeshkumar Gotawala, Nguyen Thi Bich Ngoc, Chenchen Wang, Ehsan Ranjbar, Majid Ahmadlouydarab, Hui Liu, Shanbo Mou, Jubran Akram, Xiaohu Dong, Xinfeng Jia, Guoxuan Ren, Keliu Wu, Kun Wang, Jia Luo, Mark Zhong, Roberta Cabral Mota, and Jing Li

Page 33: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 33

Student Employment• Devon• Schlumberger• Three Steam• Suncor• Nexen• AMEC• Surgutneftegas• Sunshine• ADCO, Abu Dhabi• Laricina• Alberta Innovates• Canada Revenue Agency• University of Calgary• BP Canada• Occidental Petroleum in Houston

• Many universities worldwide

• Sasol• Cenovus Energy• Penn West• Husky Energy• AJM-Deloitte• Gushor• Southern Pacific• Weather Ford• EnCana• ConocoPhillips• CMG Ltd.• Jacobs• Baker Hughes• Apache• CNR Ltd.• Zonton Energy• Koch

Page 34: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 34

HQP Global Dissemination

Page 35: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 35

Current Research Group

Graduate Students : over 50 MSc and PhD

Post Docs and RAs: 11

Project Manager

Technical Managers

Administrative Assistants

Research Collaborators from Industry and Academia Globally

Page 36: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 36

Multidisciplinary Program

Mathematics and Statistics

Computer Science

Geology (Geophysics)

Chemical and Petroleum Engineering

Electrical and Mechanical Engineering

Page 37: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 37

Sponsors

5 Federal Funding Agencies

Natural Sciences and Engineering Research Council of Canada (NSERC)

Alberta Innovates Energy Environment Solutions (AIEES)

Alberta Innovates Technology Futures (AITF)Informatics Circle of Research Excellence (iCORE)

Canada Foundation for Innovation (CFI)

Alberta Advanced Education and Technology (AET)

Page 38: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 38

18 Industrial Sponsors�Brion Energy�CMG Reservoir Simulation Foundation�Computer Modelling Group (CMG) Ltd. �ConocoPhillips�Devon Energy �Husky Energy Ltd.� IBM Canada� Imperial Oil�Kerui Group�Laricina Energy Ltd.�Shell�Nexen�PetroChina - RIPED�Sherritt �Statoil�Suncor �Swan Hill Synfuels Inc.� IBM Alberta Centre for Advanced Studies

Page 39: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 39

Research Resources

Advanced simulation (commercial and research) software

Computing hardware – EXAS IBM Cluster

CMG Simulation Laboratory

FCMG Frank and Sarah Meyer Collaboration Center for Simulation & Visualization Integration

Advanced oil/gas recovery laboratories

Page 40: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 40

Enhanced Oil Recovery Labs

• Porous Media and Unconventional Oil Recovery Lab • In Situ Combustion Lab • Hydrocarbon Upgrading Lab• Heavy Oil Properties (PVT, Viscosity, Phase Behavior) Lab• SAGD (Steam Assisted Gravity Drainage) Lab • Solvent Enhanced Recovery Process Lab • Simulation and Visualization Lab

Page 41: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 41

Unconventional Oil and Gas Labs

Geo-physics

Rock mechanics

Micro structure

Formation stimulation Reservoir simulation

Geo-chemistry

Page 42: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 42

Business Benefits

Increasing reserves

Reducing capital/operating costs

Enhancing petroleum recovery

Reducing environmental footprints

Page 43: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 43

Further InformationFor demos or discussions of the technology come visit our lab!

Dr. John Chen: [email protected]

Page 44: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 44

Acknowledgements

Tech Manager: Stephen Cartwright

Research Associate: Roberta Cabral Mota and Hamidreza Hamdi

Many Grad Students: e.g., Nico Li

Collaborators: Ehud Sharlin and Mario Costa Sousa

Page 45: Using 3D Technology to Image and Control Oil Flow · Using 3D Technology to Image and Control Oil Flow Zhangxing (John) Chen ... Chen, Dashuang He, Jian Yang, Jack (Hui) Deng, Jiangyong

RESERVOIR SIMULATION GROUPSlide 45

Alberta