Introducing hybriData energy domain specialized services and data products

1. #RelateCasts
02.21.2019
CJ Ejimuda
Principal | Full Stack Data Scientist
©2019 Hybrid Data Solutions hybriData

2. hybriData
● Listen to our customers
● Support the sustainable exploration, development, production,
transportation, storage and trading of traditional and renewable
energy - Energy Agnostic
Who we are?
©2019 Hybrid Data Solutions

3. hybriData
● People
- Engineering, Science, Technology, Management - Imperial College, University of Southern California, FUTO, CalPoly, University of Pennsylvania, ExxonMobil
● Deep energy domain expertise
- Low or high level
● Data and technology
- Infrastructure, Big Data, AI / ML, IIoT, Robotics, FPGA
● Proprietary Algorithms
- Probabilistic modelling, machine learning, deep learning, reinforcement learning
● Execution
- Domain Expertise + Customer + Financial + Engineering + Science + Technology
hD Recipe for Success
©2019 Hybrid Data Solutions

4. hybriData
● Digital Transformation
● Highly competitive
● Low and unpredictable price environment
Why now?
©2019 Hybrid Data Solutions

5. hybriData
● Strategic competitive advisory leveraging Big Data, IIoT and AI/ML
● Position your business to take full advantage with existing
resources/assets
● Generate new business opportunities outside your current
business segment
How we add value?
©2019 Hybrid Data Solutions

6. hybriData
Business models have evolved
©2019 Hybrid Data Solutions
Why do it this way?
source: https://en.wikipedia.org/wiki/The_Boring_Company

7. hybriData
● Proactive and not reactive to market
● Make more profit and cut costs
©2019 Hybrid Data Solutions
Why do it this way?

8. ©2019 Hybrid Data Solutions
Specialized Services
hybriData

9. Self Driving Car Technology and
Edge Computing
©2019 Hybrid Data Solutions hybriData
+ =
sources: https://github.com/Muda413/CarND-Extended-Kalman-Filter
Accurate drilling
measurement data
+
Real time optimized well
trajectory planning
+
Geosteer to target with higher
precision
+
Side tracks reduction
+
More access to productive
interval
Domain Expertise
+
Filter Algorithms
+
Search Algorithms
+
Deep Learning
+
Reinforcement Learning
hD Drilling Intelligence hD Energy Infrastructure
Serverless
+
Microservices
+
Cloud Computing
+
Edge Computing
+
GPU / FPGA
hD ToolPusher

10. hybriData
● hD ToolPusher
- Smart edge device fitted within BHA
- Retrofit existing BHA electronic equipments
- Deploy smart edge agent daemon to BHA electronics
● Service - No Hardware
- Improved accuracy of measurements while drilling
- Real time trajectory generation for exploration and development wells - with or without
geologic markers
- More precise bit location estimation and direction guidance
- Reduce dogleg severity
- Deploy smart edge agent daemon to BHA electronics
Additional Information
©2019 Hybrid Data Solutions

11. ©2019 Hybrid Data Solutions
Energy Data Products
Roadmap
hybriData

12. hD Energy Data Products
©2019 Hybrid Data Solutions hybriData
hD Energy Technical
Advisor
hD IIoT Agent
hD Energy Vision
● All developed concurrently
● 75% to Alpha version
● Web, mobile, conversational interfaces
● Scalable to million of users
● Mine value in <= 1(one) second
● <= 2Q19

13. hybriData
● Identify low risk, cost effective and profitable analog assets / flood patterns / fault blocks/ wells /
completions onshore and offshore
● Optimize completion, fracturing , injection, production, artificial lift (*Including gas lift) and facility
operations strategy
● All integrated with energy domain based economic yardsticks
● Asset valuation - M&A , A&D
Sources:
http://www.searchanddiscovery.com/pdfz/documents/2018/42234ejimuda/ndx_ejimuda.pdf.html
https://www.slideshare.net/CJEjimuda/aapg-geoscience-technology-workshop-2019
https://www.slideshare.net/CJEjimuda/elasticsearch-x-react
hD Energy Technical Advisor - ETA
©2019 Hybrid Data Solutions

14. hybriData
● Eliminate subjectivity from Exploration, Geology, Drilling, Production, Facility operations. . .
● Reduce cost of previous expensive processes
● Customized by energy domain SME
● Easily integrated with existing software and hardware (*IIoT) applications
● Deployed on batch and realtime operation
Sources:
https://www.onepetro.org/conference-paper/SPE-190036-MS
https://github.com/Muda413/Advanced_Lane_Lines
hD Energy Vision - EV
©2019 Hybrid Data Solutions

15. hybriData
● Exploration, Drilling, Production, Injection, Facility process equipment optimizations
● Monitor and predict valuable fixed and rotating equipment metrics
● Estimate realistic and dynamic equipment reliability metrics
● Retrofit PLC / SCADA system to integrate hD IIoT custom edge device
sources:
https://github.com/cjhD/aapg_hD_IIoT_shortcourse
https://www.slideshare.net/CJEjimuda/hybridata-iiot-workshop-for-aapg-short-course
hD IIoT Agent
©2019 Hybrid Data Solutions

16. hybriData©2019 Hybrid Data Solutions
We are open to local and
International partners
CJ Ejimuda
Principal | Full Stack Data Scientist - hybriData
email: cj@hybridata.us
web: https://hybridata.us

17. hybriData©2019 Hybrid Data Solutions
Questions?

18. hybriData©2019 Hybrid Data Solutions
Thank you

19. hybriData©2019 Hybrid Data Solutions
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