Junction-2025

소개

Junction-2025 is an advanced, end-to-end platform designed to optimize wastewater pumping at HSY Blominmäki. It achieves this through a multi-agent system that coordinates various forecasts (weather, electricity price, inflow) to generate pump recommendations every 15 minutes. The system features a FastAPI orchestration backend, an intuitive React operator dashboard for telemetry and AI schedules, and a digital twin (OPC UA + MCP bridge) that mirrors real-world conditions for safe experimentation and strategy development.

주요 기능

• 3 GitHub stars
• Mirrors field conditions via a digital twin (OPC UA + MCP bridge) backed by historical HSY data for safe experimentation.
• Includes research-grade Nord Pool price forecasting tools to accelerate optimization strategy iteration.
• Coordinates multi-agent forecasts for weather, price, inflow, status, and optimization to refresh pump recommendations every 15 minutes.
• Provides a Tailwind-styled React dashboard to surface tunnel telemetry, forecasts, AI schedules, and operator overrides.

사용 사례

• Optimizing wastewater pumping operations for efficiency and cost-effectiveness.
• Real-time monitoring and control of pumping infrastructure with AI-driven schedules.
• Experimenting with and validating new wastewater management strategies using a digital twin environment.