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Energy Analytics Dashboard
Physics-informed AI models for battery degradation, energy forecasting, and risk assessment
Battery Degradation Forecast
Battery Chemistry:
Lithium-Ion
Sodium-Ion
Climate Zone:
Cold (<10°C avg)
Temperate (10-25°C avg)
Hot (25-35°C avg)
Very Hot (>35°C avg)
Usage Profile:
Gentle Commuter
Average User
Heavy User / Road Tripper
Taxi / Ride Share
Forecast Period (Years):
Analyze Degradation
End-of-Life:
-
Risk Level:
-
Energy Demand Analysis
Initial Fleet Size:
Annual Growth Rate (%):
Average Daily Miles:
25 miles (Light usage)
40 miles (Moderate usage)
55 miles (Heavy usage)
100 miles (Commercial)
Energy Supply Growth (%):
Forecast Demand
Peak Demand (Year 5):
-
Supply Adequacy:
-
Solar PV Analysis
System Capacity (kW):
Location:
Phoenix, AZ
Miami, FL
Seattle, WA
Denver, CO
Panel Tilt (°):
Annual Degradation (%):
Analyze Solar PV
Annual Yield:
-
20-Year Performance:
-
Portfolio Risk Assessment
Portfolio Value ($M):
Asset Mix:
Conservative (80% Solar, 20% Storage)
Balanced (60% Solar, 40% Storage)
Aggressive (40% Solar, 60% Storage)
Market Volatility:
Low
Medium
High
Investment Horizon (Years):
Assess Risk
Value at Risk (95%):
-
Expected Return:
-