KNIME PARA EL CENTRO DE COMANDO Y CONTROL DE UNA EMPRESA DE TRANSPORTE TERRESTRE - KNIME DATA TALKS EN ESPAÑOL
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KNIME PARA EL CENTRO DE COMANDO Y CONTROL DE UNA EMPRESA DE TRANSPORTE TERRESTRE KNIME DATA TALKS EN ESPAÑOL Martí Soler BI Consultant Jordi Ricart Sales Director 22 JULY 2021
AGENDA 1. About the Customer & Project 2. Technologies, Architecture & Data flow 3. KPIs 4. Challenges & Cool Things 5. Wrap-up & Conclusions 6. Q&A
ABOUT THE CUSTOMER & PROJECT
About the Customer
• RTA - Roads and Transport Authority Dubai. • EC 3 – Enterprise Command Control Centre.
• Plans and constructs transportation and • Collaboration and coordination between
road projects in Dubai (or) between agencies, RTA, and external stakeholders.
neighbouring emirates.
• Integrates data from various endpoints and
• Strategic planning for road systems, land enables decision making.
and marine networks.
• 5 modes of operations:
• Comprises of Public Transport Agency,
Normal, Incident, Emergency, Planned
Traffic & Roads Agency, Rail Agency, and
Event, and Crisis.
Licensing Agency.
ClearPeaks © 2021 - Con fid en tial 4
About the Customer ClearPeaks © 2021 - Con fid en tial 5
Project
EC3 Phase1 Existing Challenges
Maintenance External Scalability Expo CCTV Ad-hoc
Cost Agencies Requirements Reporting
ClearPeaks © 2021 - Con fid en tial 6
Project
Project Aim
• In Crisis - One Click to access near by
cameras.
• Guided Assistance to handle SOPs.
• Increased CCTV Feed coverage.
• Configurable decision intelligence.
• Ready access to trends for detailed
analysis.
*SOP – Standard Operating Procedure
ClearPeaks © 2021 - Con fid en tial 7
Project
Data Elements
700 10K 79 10 204
BUSES TAXIS METRO TRAINS TRAMS MAJOR ROADS
65K 180 227 104 2600
PUBLIC PUBLIC DUBAI RADAR VEHICLE STATIONS/STOPS
TRANSPORT TRANSPORT COMMUNITIES DETECTORS
TRIPS ROUTES
ClearPeaks © 2021 - Con fid en tial 8
Project
Data Speed
20s 10s 10s 10S 5M
BUS TAXI METRO TRAMS MAJOR ROADS
5min
Collect Process Storage Refresh
SLA
ClearPeaks © 2021 - Con fid en tial 9
TECHNOLOGIES, ARCHITECTURE & DATA FLOW
Technologies ClearPeaks Involvement Other Vendors ClearPeaks © 2021 - Con fid en tial 11
Architecture & Data Flow
VISUALISAT IO N LAYER
REPORTING ARCHIVAL
POWER BI CLOUD
ON -PRE MISE S
DATA GATE WAY
PIPELINES WAREHOUSE
STORAGE LAYER
RTA
ON-PREMISES
PROCESSI N G LAYER
SOURCES
SOURCE LAYER
ClearPeaks © 2021 - Con fid en tial 12KPIs
KPIs
Public Transport
Did I just miss a bus ?
When is the next one ?
• Delays Is it on-time ?
How long does it take for my
• Travel Time destination ?
• Headway
• Forecast
ClearPeaks © 2021 - Con fid en tial 14KPIs Public Transport ClearPeaks © 2021 - Con fid en tial 15
KPIs Public Transport ClearPeaks © 2021 - Con fid en tial 16
KPIs Taxis • Hired vs Available • Pickups and Drop-offs • Served and Unserved Bookings ClearPeaks © 2021 - Con fid en tial 17
KPIs Taxis ClearPeaks © 2021 - Con fid en tial 18
KPIs Others • Pre-Defined Path Average Speed • Vehicles flow per RVD (Radar Vehicle and Travel Time Detector) Eg: Dubai Airport - Sharjah Road ClearPeaks © 2021 - Con fid en tial 19
Reports Radar Vehicle Detector Counts ClearPeaks © 2021 - Con fid en tial 20
KPIs Expo Zone Analysis ClearPeaks © 2021 - Con fid en tial 21
CHALLENGES & COOL THINGS
Challenges & Cool Things
INTEGRATION DIRECT QUERY SUPPORT
EXPENSIVE GEO-SPATIAL
OPERATIONS
ClearPeaks © 2021 - Con fid en tial 23Challenges & Cool Things
INTEGRATION DIRECT QUERY SUPPORT
Blog posts on clearpeaks.com
• Extreme Performance Boost for KNIME Spatial
Processing
EXPENSIVE GEO-SPATIAL • High Performance Data Processing with KNIME &
OPERATIONS MongoDB
ClearPeaks © 2021 - Con fid en tial 24WRAP-UP & CONCLUSIONS
Wrap-up & Conclusions
• KNIME for ETL:
Knime can help as an ETL tool to prepare the datasets when they aren’t yet there.
• KNIME Flexibility:
Knime’s flexibility allows the integration of other tools in order to tackle weak
points or complement the workflows.
• Next Steps:
Customer is highly satisfied.
Now tackling ML and advanced visualisations!
ClearPeaks © 2021 - Con fid en tial 26Q&A
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