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Gordon Jahn M.Eng Ph.D
Chief Technical Officer
Data Visualisation
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www.opengrid.com
Consultancy and software company based in Glasgow, UK
Provide service and software including consultancy, applied research, and commercial software development
Work with a number of utilities and vendors
A lot of our work has been international, primarily North America and Europe.
25+ different clients in 12 countries
Involved in IEC standards work regarding software and data modelling including IEC TC57 Working Groups 13, 14, 16 & 19
Work focussed on Model Driven Architectures, Open Standards and cutting-edge technologies
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www.opengrid.com
Overview• Establishing the optimal analytics and visualisation methodologies to support grid planning and operation
for a single network as well as multiple networks for comparison
• Achieving speed of visualisation when dealing with unstructured data sets from multiple sources across the grid
• Optimising visualisation interactivity to ensure data can be fully explored and anomalies identifiedeffectively
• Ensuring effective interworking of data science and grid engineering colleagues to maximise exploration effectiveness
• Improving the visualisation tool to ensure its robustness for additional applications and key performance indicators
• Reviewing the range of visualisation tools and open-source libraries on the market and how they can be adapted for grid analytics
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www.opengrid.com
Establishing Optimal Analytics
Customer Reported Data
Organisational Data
Live StreamingReview and Prototype
Strategic Visualisation
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www.opengrid.com
Grid View®
5
ⓘField crew application for on-line and off-line integrated data access with Geographical, Augmented Reality and Dynamic Form interfaces and work order management.
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www.opengrid.com
Ensuring Speed of Visualisation
Gather
• Time Series
• Discrete Event
• Warning and alarms levels
Store
• Ingest
• Normalise
• Align
Present
• Widgets
• Visualisations
• Alerts
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www.opengrid.com
Grid Dynamics
7
Real-time sensor data storage and visualisation supporting wide area monitoring of the network. Visualise current and historical data integrated with the electrical network model.
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www.opengrid.com
Optimising Interactivity of Visualisation
Visualisations
Network Models
Operational Data
Weather
Collated Data
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www.opengrid.com
Grid Reporter
9
A customer-facing smart-phone application for crowd-sourcing outages and equipment damage using intelligent server-side processing leveraging electrical network models.
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www.opengrid.com
Grid Insight for Reporter
10
Management interface for interactive data visualisation. Supports the utility interaction with Grid Reporter users including real-time messaging to devices.
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www.opengrid.com
Ensuring Effective Interworking
Identify Opportunity
Integrate and Present Data
Review Effectiveness
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www.opengrid.com
Grid Insight for Lightning Tracking
12
Takes lightning from third-party data provider and performs geo-lookups to highlight equipment at risk, allowing operators to focus on important strikes
Lightning data provided by
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www.opengrid.com
Grid Insight for Lightning Tracking
13
Lightning data provided by
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www.opengrid.com
Improving tools for new apps and KPIs
• The “Open” in Open Grid Systems
• Approach has always been to integrate using international and de-facto standards
• CIM / IEC 61970 for electrical network integration
• Appropriate extensions as required
• RFC 7946 / GeoJSON for overlay and features
• Allows ready integration of third-party data
• JSON, XML and OData (in OASIS standards process) to make data available via GridIM
• Data available directly via RSS/XML for integration, or consumption via Excel, SharePoint, etc
• Active Directory for authentication
• Integrate authentication for ready access to data and minimise the maintenance burden
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www.opengrid.com
Tools and Libraries Available• Usual mapping libraries from Apple, Google, Microsoft, etc
• An unlikely source? Uber
• https://eng.uber.com/data-viz-intel/
• deck.gl: https://uber.github.io/deck.gl/
• https://d3js.org / https://vega.github.io/vega/
• Open Grid Systems now making native libraries available
• Allows custom apps focussed to specific markets using the mature GridIM integration backend
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www.opengrid.com
Put It All Together