7
Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow Halliburton

Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

  • Upload
    others

  • View
    3

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

Closing the Gap through Cross Seeding, Cross Pollination and Cross

Assimilation

Dr. Robello Samuel

Technology Fellow

Halliburton

Page 2: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

1.0E+00

1.0E+01

1.0E+02

1.0E+03

1.0E+04

1.0E+05

1.0E+06

1.0E+07

1.0E+08

1.0E+09

1.0E+10

1.0E+11

1.0E+12

1.0E+13

1.0E+14

1.0E+15

1.0E+16

0%

20%

40%

60%

80%

100%

5/7/1990 10/28/1995 4/19/2001 10/10/2006 4/1/2012 9/22/2017 3/15/2023

Cal

cula

tio

ns

per

sec

on

d p

er $

10

00

1016

1013

1011

1009

1003

1006

1000

1990 1995 2001 2006 2012 2017 2023

Are we in exponential growth?

Mostly conventional Oil/gas boom

Unconventional gas boom

Unconventional oil boom

Data, automation driven oil/gas boom

Page 3: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

Surface

Sub-surface

dep

th

tim

e

• input (observed)

• disturbance (not observed)

• output (observed)

• input (not observed)

• disturbance (not observed)

• output (not observed)

Uncertain System– Grand Challenge

Page 4: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

So, it’s also about collaborative innovation

Engineering guided and data informed

decisions

Reinforced Machine Learning

Reliability and prediction

Engineering Models

Convergence of uncertainty, error, optimization and prediction

Metrics & Analysis

_ __

_ _ _

__ _ _

Controls

Errors &

Uncertainty

Optimization

Page 5: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

3rd Part Apps

Flu

id M

ech

Solid

Mec

h

Rel

iab

ility

Even Richer Well Construction 4.0 (With Optimization)

Edge

Optimize Connect

WC Services

Real Time

Rig Connectors & Drilling Set-points

Dir

ecti

on

&

Vib

rati

on

Inte

llige

nt

B

its

Rea

l-ti

me

Fl

uid

Pro

ps

Digital Well Optimization

Analysis &

Metrics

Integrated

Business Process

Control

Au

tom

ated

C

emen

tin

g

Page 6: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

Technology penetration rules to watch for in our industry

Anything that will suppress uncertainties/errors

Convergence of mathematics and metaheuristics

Anything that will unlock knowledge

Deep cognitive science, hyper-parameter optimization

Anything that will reduce errors

Miniaturization of the tools with distributed onboard sensors and effectors

Opportunities for Collaboration with vendors and educational institutions in multiple areas

Page 7: Closing the Gap through Cross Seeding, Cross Pollination ... · Closing the Gap through Cross Seeding, Cross Pollination and Cross Assimilation Dr. Robello Samuel Technology Fellow

Dr.Robello Samuel

Chief Technical Advisor & Technology

Fellow

Halliburton

www.robellosamuel.com