PV Energy Recovery Platform
A modular AI platform for recovering lost photovoltaic energy through image-based inspection, historical performance analytics, cleaning recommendations, model training and customer dataset deployment.
1. Defect & Soiling Inspector
Image-based AI inspection for identifying panel defects, soiling indicators and cleaning-priority areas from uploaded PV images.
Open Image Inspection Demo2. Operational Data Analytics
Historical PV generation, cleaning and performance analytics for estimating recoverable energy losses.
Open Analytics ConsoleEdge Service Online
Requires Tailnet access
3. AI Model Training
Dataset preparation, model training, evaluation and iteration for the PV energy recovery project.
Open Training ConsoleTraining Service Online
Requires Tailnet access
4. Cleaning Recommendation Engine
Prioritizes cleaning interventions based on estimated energy recovery, observed performance loss, soiling risk and cleaning history.
View Example Recommendation5. Customer Dataset Deployment
Configurable deployment template for airports, utility-scale PV plants, industrial rooftops, campuses and distributed solar assets. Site-specific names and confidential data are kept private.
Platform Note
Image inspection, operational analytics and model training are separate modules within the same PV Energy Recovery platform. The image inspection demo uses uploaded panel images, while operational analytics uses historical generation, cleaning and performance data.