To intelligently design and optimally operate infrastructure assets, a combination of big data batch and streaming execution models are very essential before useful insights are generated. This presentation specifically focuses on how these models could be applied throughout the life cycle of the Design, Build, Finance, Operate and Maintenance phases of rail and power system infrastructures to maximize their value.

1. 1
Leveraging big data to
maximize value from rail and
power infrastructure assets.
Chijioke (CJ) Ejimuda
Principal

2. 2
02 Objective
Share big data
opportunities from $1 Trillion
infrastructure bill.

3. 3
03 Agenda
Infrastructure project delivery model - Design Build Finance
Operate Maintain
Alternative big data sources for rail and power projects
Big data frameworks for batch and streaming analytics

4. 4
04 Infrastructure Projects

5. 5
Rail & Power
Infrastructure.

6. 6
05 Infrastructure Project Delivery Model
Design Build Finance Operate Maintain
Public Private Partnership(P3) projects: Design Build Finance Operate and Maintain (DBFOM)
Batch
Analytics
Streaming
Analytics

7. 7
Batch
Analytics

8. 8
06 Batch Analytics for Rail
Mobile device data
Design
Sources: Pixabay

9. 9
07 Batch Analytics for Power
Satellite data
Design
Sources: Pixabay

10. 10
08 Batch Analytics for Rail
Equipment and material
data
Build
Sources: Pixabay

11. 11
09 Batch Analytics for Power
Equipment and material
data
Build
Sources: Pixabay

12. 12
10 Batch Analytics for Rail and Power
Finance Input from design and build phases
Sources: Pixabay

13. 13
Streaming
Analytics

14. 14
11 Streaming Analytics for Rail
Real time data from power
system
Operate &
Maintain
Sources: Sécheron

15. 15
12 Streaming Analytics for Rail
Real time data from train
system
Operate &
Maintain
Sources: Sécheron

16. 16
13 Streaming Analytics for Power
Real time data from power
system
Operate &
Maintain
Sources: Pixabay

17. 17
Batch &
Streaming
Tech Stacks

18. 18
14 Batch and Streaming Analytics Stack
Design Build Finance Operate Maintain
Batch
Analytics
Streaming
Analytics

19. 19
15 Conclusion
Batch Analytics = Design-Build-Finance phases.
Streaming Analytics = Operate-Maintain phases.
$1 Trillion infrastructure projects.
cj@hybridata.us

20. 20
16 References
● https://stldatastaging.wpengine.com/cellular-data-vs.-location-based-services-data-spatial-precision/
● https://apache.org/index.html#projects-list
● https://www.reuters.com/world/us/us-house-approves-715-bln-infrastructure-bill-2021-07-01/