🔋 Data Center Energy Manager (Python)

[! Python](https://www.python.org/) [! License](LICENSE) [! FastAPI](https://fastapi.tiangolo.com/)

A comprehensive Python-based data center energy management system for real-time monitoring, intelligent control, and optimization of power consumption across data center infrastructure.

✨ Features

📊 Real-Time Monitoring

• Server Power Tracking: IPMI/Redfish integration for per-server power monitoring
• PDU Monitoring: SNMP-based power distribution unit monitoring
• Environmental Sensors: Temperature, humidity, and airflow monitoring
• UPS Status: Battery level, load, and runtime tracking
• Live Dashboards: Real-time visualization with automatic updates

🎛️ Intelligent Control

• Dynamic Power Capping: Automatic server power limiting based on thresholds
• Cooling Optimization: AI-driven HVAC control to minimize energy waste
• Load Balancing: Distribute workloads based on power efficiency
• Peak Shaving: Reduce peak demand charges through intelligent scheduling
• Time-of-Use Optimization: Leverage dynamic electricity pricing

📈 Analytics & Reporting

• PUE Calculation: Real-time Power Usage Effectiveness metrics
• Energy Forecasting: ML-based prediction of future consumption
• Cost Analysis: Track and project energy costs
• Carbon Footprint: CO2 emissions tracking and reporting
• Custom Reports: Automated daily/weekly/monthly reports

🔔 Alerting & Automation

• Smart Alerts: Email, Slack, and webhook notifications
• Threshold Monitoring: Automated alerts for anomalies
• Auto-Remediation: Triggered actions based on conditions
• Escalation Policies: Multi-tier alert escalation

🏗️ Architecture

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