Asset Contextualization
Template-based asset analytics unify KPIs and calculations, providing consistent operational insights for operators and managers
Goals
- Unify asset performance metrics and calculations across industrial equipment.
- Standardize analytics methods to reduce inconsistencies in asset evaluation.
- Reduce manual effort required to map asset data for analysis.
- Give operators and managers a consistent view of asset performance.
Challenges
- Inconsistent asset performance metrics create confusion among operators and managers.
- Manual analytical processes lead to inconsistent methods of evaluating asset performance.
- Manual asset mapping makes it time-consuming to organize data for analysis.
- Differences in KPI definitions and calculations make asset performance difficult to compare.
Solutions
- Deploy BKO's specialized methodology to quickly recreate robust data architectures.
- Implement standardized, templatized asset-specific analytics to prevent KPI variation.
- Unify performance calculations to ensure consistent metrics across all systems.
- Utilize high-speed data migration tools to backfill billions of historical data points rapidly.
Results
- Backfilled 53 billion data points in three days instead of several months.
- Achieved unified performance metrics and single-source conclusions for plant operators.
- Improved overall operational efficiency through enhanced data accuracy and decision-making.
- Scaled standardized templates seamlessly across multiple plants and diverse equipment types.
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