05 — Operational Design & Deployment Architecture
Demonstrates a live prediction workflow with current IESO data and weather forecasts, and documents the REST API design and deployment architecture for operational use.
deployment api-design real-time monitoring
Pythonpandasrequestsmatplotlibjoblib
Key Findings
- ● Live demo generates today's risk level and predicted 3-hour peak window from current weather forecast
- ● 7-day forecast outlook enables advance planning for curtailment logistics
- ● Annual retraining cycle after each base period closes maintains model relevance