Load Forecasting Demo Videos
All Rights Reserved
- Published:
See QuantRisk Cutting-edge No-Code Auto-ML AI Technology in Action
QuantRisk’s no-code web dashboard enables visual, on-screen configuration of probabilistic AI models with custom confidence percentiles. Users can drag and drop features and mathematical processors directly into the workspace, interactively assembling the AI model in real-time.
On-screen drag-and-drop probabilistic AI load forecast modeling with custom confidence levels.
On-screen feature selection using multi-algorithm correlation analysis to identify optimal forecasting features.
The QR DataHub automates data ingestion across global power markets without SQL coding. Users can visually map data sources, configure transformations, and generate database tables on the fly. External drivers such as multivariable weather feeds, calendar flags, and lag metrics are added via simple drag-and-drop actions, allowing complex AI models to be built within minutes.
Visual drag-and-drop Feature Engineering pipeline from external features insertion such as weather, to contextual time and calendar, and peer-point features.
QR DataHub centralizing and managing raw load data and price feeds across global power markets: data fetching, mapping, and insertion.
QR DataHub captures segment-level load attributes such as commercial, residential, baseload, and solar PV. The AI engine enables seamless pre- and post-forecast aggregation. Users can combine segments pre-forecasting using visual formula builders to train a single target model, or forecast each driver independently and aggregate outputs post-forecasting with custom growth weighting.
Bottom-up load forecasting model: aggregating load segments prior to model training.
Bottom-up load forecasting model: forecasting individual load drivers independently and aggregating outputs post-forecast.
QR Dashboards and Reporting modules can be provisioned in hours to deliver customized views of data feeds, AI models, and accuracy analytics. The web interface streamlines operational workflows, corporate tracking, and regulatory compliance reporting.
Live, interactive load forecast dashboard with real-time operational telemetry, reports and access to AI models.
Comprehensive load visualization dashboard featuring accuracy metrics (MAPE/MAE), reports and manual data export.