Develop a desktop application to track energy consumption, analyze patterns using AI, and provide optimization suggestions for cost reduction.
Design database for users, devices, energy usage, and consumption patterns.
Implement secure login and role-based access.
Develop modules for energy data input, monitoring, and reporting.
Preprocess energy consumption data for AI analysis.
Apply ML algorithms to predict energy usage and suggest optimizations.
Build dashboards for analytics and visualizing savings.
Implement notifications for high consumption alerts.
Test AI predictions and application usability.
Document full system architecture and AI methodology.
