the importance of a real-time data infrastructure for iiot ...€¦ · title: best practices for...
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016HRS 2016 - IIOT, Advanced Analytics, & “Big Data” Forum
The Importance of a Real-Time
Data Infrastructure for IIOT,
Advanced Analytics, & Big Data
Rick Howell – Real-Time Data Supervisor, Devon Energy
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Outline• Overview of the PI System at Devon
• Devon Energy‘s Digital Transformation
• Role of The PI System and the PI Integrators for BA
• Use Case Examples
• Community Model – Coiled Tubing
• Streaming In Memory Analytics
• Best Practices
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
A Leading North American E&P
3
Focused and balanced asset portfolio
— Proved reserves: 2.2 Billion BOE
— Net production: 680 MBOED
— Upstream revenue: 60% liquids
Stable Production
— 5.5 Million operated acres
— 30,000 producing wells
— World-class heavy oil projects
— Top-tier liquids-rich gas plays
Delivering visible, low-risk production growth
Note: All figures represent Devon’s retained asset portfolio.
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Devon’s Digital Transformation Focus on Productivity, Lifting Costs, & Empowerment
2011 Data Management
and Governance
2012 Automation & Communication
OSIsoft EA
2013 Production DSC’s*
2014 WellCon DSC*
2015 Analytics
*Decision Support Centers
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Devon’s Digital Transformation Our Organization
UserData &
AnalyticsDevelop
ment
Platform
Support
Collaboration
Integration
Consulting
Alignment
ITOT
(E&P)SOLUTION
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
A Continuing Journey with the EA (2012)
DRILLING COMPLETIONS
FIELD DATA SYSTEMS
450K + Tags6000+ AF Elements10 Asset Templates
30 - 40 EF Templates
3.7MM+ Tags86K+ AF Elements
40 Asset Templates10 EF Templates
PRODUCTION/OPS
100
011
001
011
111
100
011
001
011
111
AF
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
PI Asset Framework – The Foundation
• Our Evolution with PI AF – a Journey
• The power of smart asset and analysis templates
• Driving standardization and simplification
• Enableing new operating models (WellCon)
• Enables distributed analytics and self serve BI
• IIOT
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
PI Integrator for Business Analytics – Self Service BI
PI AF OT Data Model
is Foundational for
the Integrators
HARMONY
CLEANSE
AUGMENT SHAPE
TRANSMIT
PULL
PUSH
Data quality:
Remove anomalies
Model normalization:
Evenly spaced
Data Compatibility:
SQL and the tools we need
Data aggregation:
Sums
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Use Case Examples
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Integration with ESRI – Tank Battery Analysis
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Drilling Phase Performance Comparison
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Reservoir Analysis in IHS Harmoney
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Frac Interference Monitoring
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Coil Tubing Analysis – Community Model
PI Cloud Connect
Coil Tubing Units
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Streaming In-Memory Analytics
Streaming sensor data
Message BusReal-time data feedStreaming Analytics
Engine
Analytics Software
Predictive Model
Reference Systems
Data enrichment
Structured, Distributed Filestore
Raw Data
Streaming Visualizations
& Reports
Predicted Value,Streaming Data
Business FacingReal-time Visualization
Model Generation
Data Scientist
Business User
Predicted Value
Applications or Systems
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Drilling Analytics
16
1. Identify key drivers for downtime event
2. Detect when conditions exist for event to occur
3. Predict likelihood for event occurrence
Proactive Instead of Reactive
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Devon ESP Lifecycle Tools: Real-time AnalyticsOSIsoft Webinar Recording
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016
Best Practices1. Getting your PI AF Infrastructure in place is key – it is a
journey. Evolve over time – structure and templates
2. Leverage PI AF smart asset templates & ownership by OT
3. Ask:– Can we do this appilcation fully in the PI System? – If not,how do we leverage to simplify our application?
4. Develop internal OT PI AF capabilities, support with IT
5. Rationalize where and what analytics are done
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© Copyright 2016 OSIsoft, LLCUSERS CONFERENCE 2016 19
Q&A