Pillar 02: Data
Data drives digital transformation.
HRI's Data Contains
- 283
- Actively Generating Units
- 161K
- Outage Events
- 13K
- Operational Datapoints
- 32K
- Maintenance Events
The data pipeline
Step 01
Ingest
Members transfer their data systems to HRI via a secure process. No data submissions are asked of members that their systems don't already capture.
Step 02
Standardize
When applicable, HRI staff map each member's tags onto HRI's taxonomy, a universal framework created and maintained by HRI. Mapping all tags to this standard taxonomy allows for data comparisons across differently configured systems.
Step 03
Anonymize
Sharing only works if the data is safe. Identifying details are stripped from the data, and unit details receive a code from HRI corresponding to the anonymized unit.
Step 04
Compare
Once data is in the platform, members can benchmark across companies, equipment types, and individual units.
From here, the clean data feeds research, predictive models, and the shared projects that define what HRI does.
Operational data is the continuous time-series information pulled from member historians. This is the second-by-second story of how uptime actually looks. We have the largest collection of operational data worldwide, and its value compounds as members contribute.
Shape
Continuous time-series
Example sources
Historians, SCADA
Organized by
HRI's taxonomy
Event data captures discrete occurrences - trips, alarms, and operational state changes - across the member fleet, giving a shared record of what happened and when.
Shape
Discrete, timestamped records
Example sources
NERC/GADS submissions, control systems
Organized by
GADS codes
Maintenance data covers planned and unplanned work performed on equipment, connecting operational history to the interventions that kept it running.
Shape
Work records
Example sources
CMMS, maintenance logs
Organized by
HRI's taxonomy
Equipment profiles describe the physical assets themselves - manufacturer, unit type, runner type, number of blades, and more - so operational and maintenance data can be compared like-for-like.
Shape
Structured equipment attributes
Example Sources
Member-submitted equipment records
Organized by
Anonymized site and unit
Access the data
The HRI Platform
HRI's platform makes its complex data simple to access and explore. Members can search and filter data by date or by component-specific details such as manufacturer, unit type, runner type, number of blades, and more. Members can extract custom filtered reports from the platform or connect to HRI's API to integrate data directly.
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Explore HRI’s data platform
Data Contributors
