AirProof AI: Instant Airflow Prediction & Tracking for Smarter Purifier Placement

Overview

AirProof AI is a platform designed to revolutionize indoor air quality management through real-time, interactive airflow prediction powered by physics-informed Artificial Intelligence. The tool enables users to simulate air movement within specific room layouts to determine the optimal placement for air purifiers, ensuring maximum coverage and efficiency.

Benefits

The platform utilizes a Real-Time AI Engine that combines physics-informed algorithms with machine learning to predict airflow dynamics instantly. Key features include:-Instant Prediction: Users can visualize how air moves through a room in seconds.-Interactive Simulation: Users can drag and drop virtual air purifiers to explore different positions and immediately see the impact on airflow.-Detailed Analytics: The system provides insights into airflow quality, coverage areas, recirculation risks, and efficiency scores.-Customizable Views: Users can adjust flow visibility, streamline counts, slice axes, and velocity color ranges to analyze specific aspects of the airflow.

Use Cases

The process of optimizing air purifier placement using AirProof AI follows a straightforward three-step workflow:

1. Explore Room Setups: Users select from a library of AI-trained room environments. These setups include realistic furniture layouts to ensure accurate simulation. Options range from standard residential spaces to specialized environments like clinics and offices.
2. Place & Predict: Users position the virtual air purifier on a 2D map of the selected room. By running the AI prediction, they can visualize the resulting airflow patterns, adjusting parameters like velocity ranges as needed.
3. Optimize Placement: Users can manually adjust the purifier's location based on visual feedback or utilize the premium Optimize Placement feature. This advanced tool automatically analyzes all possible positions to recommend the location that offers maximum airflow coverage.

AirProof AI offers a diverse range of pre-configured room scenarios, categorized by accessibility:

Free Setups (Available with Sign-up)

• Standard Bedroom: Includes a bed, desk, and furniture (5m x 5m x 2.8m).
• Office Setup: Features workstations and storage units (5m x 5m x 3.0m).
• Living Room: A cozy layout with sofas and a TV unit (6m x 5m x 3.0m).

Premium Setups (Require Subscription)

The platform offers an extensive library of premium scenarios, including:-Residential: Double Bedroom, Studio Bedroom, Open Plan Living, Studio Living, Open Living & Kitchen, Large Room, Home Office, Living & Kitchen, Office & Lounge, Prefab Cabin, Studio Apartment.-Commercial & Specialized: Classroom Lab, Meeting Room, Vet Clinic, Open Plan Living & Kitchen, Open Office Setup.

Each setup includes precise dimensions (e.g., 7m x 7m x 3.0m for the Double Bedroom) and detailed furniture configurations to ensure high-fidelity simulation.

Pricing

Users can begin with a free account, which provides access to 3 room setups and 200 credits. Upgrading to a Premium membership unlocks access to all AI-trained room scenarios and provides 5,000 credits, enabling extensive testing and optimization across various complex environments. No credit card is required to create an account.

Vibes

By leveraging AirProof AI, users can transition from guesswork to data-driven decisions, ensuring their air purification systems operate at peak efficiency for better indoor air quality.

Additional Information

Upon running a prediction, the platform generates a comprehensive dashboard of metrics, including:-Prediction Time: Duration of the simulation.-Coverage Analysis: Identification of poor coverage areas and overall coverage percentage.-Efficiency Score: A rating of the purifier's performance at the current location.-Recirculation Risk: Assessment of air being drawn back into the purifier without filtration.-Velocity Data: Peak and average air speeds (measured in m/s) at the current placement.