AI-Powered Chiller Plant Optimization Platform
SmartCool Technology is an AI-powered chiller plant optimization platform that combines Bayesian Neural Networks, XGBoost load forecasting, and Dynamic Programming to minimize energy consumption while maintaining optimal cooling performance. Built on Brick Schema for rapid deployment across different buildings.
Probabilistic chiller COP prediction with uncertainty quantification
Accurate cooling load prediction with weather and temporal features
Optimal sequencing algorithm reducing computation from minutes to seconds
Semantic metadata framework enabling deployment to any building in days
Natural language interface for deep data exploration and automated reporting
From survey to optimization in less than 1 week. Brick Schema enables algorithm-building decoupling for zero custom coding.
Pure software solution requires no hardware upgrades. Deploy on existing BMS infrastructure with API-only integration.
Dynamic programming delivers optimized chiller sequences in seconds. Continuous monitoring with automated alerts for abnormal conditions.
10%+ energy reduction in real deployments. Online bias correction maintains accuracy without retraining.
Chillers • Pumps • Cooling Towers • Sensors
Semantic Metadata • Equipment Models • Relationships
InfluxDB 3.0 • Real-time Streams • Historical Storage
BNN • XGBoost • Dynamic Programming • Bias Correction
Dashboard • AI Assistant • Recommendations • Reports
Access the dashboard to explore real-time performance and optimization recommendations.
Access Dashboard