A large-scale solar farm operator faced challenges in monitoring the health and efficiency of their solar panels. Manual inspections were time-consuming, expensive, and often ineffective in identifying subtle damages or efficiency losses in real-time. The client required an automated and scalable solution to optimize maintenance, reduce operational costs, and maximize energy output.
Our AI-Powered Solution We deployed an AI-driven analytics system that processes drone-captured video footage to automate solar farm monitoring. The key capabilities of our solution include:
AI algorithms accurately count the number of installed and functional panels.
Using computer vision, our system identifies and categorizes damaged panels based on severity.
Detects any misalignment or changes in tilt angle that impact efficiency.
Evaluates panel cleanliness and recommends cleaning schedules.
Calculates the effect of panel defects, misalignment, and dust on daily and monthly energy output
Difficulty in tracking the exact number of operational panels.
Identifying damaged panels manually was labor-intensive and often delayed.
Changes in panel orientation due to environmental factors were affecting efficiency.
The presence of dust and dirt led to efficiency losses, requiring frequent cleaning schedules.
Lack of precise data on how these issues affected overall energy output.
Reduction in manual inspection time by 70%, leading to significant savings.
Minimized losses due to faulty panels and dust accumulation
Data-driven insights for better resource allocation
Easily applicable to multiple farms without major infrastructure changes
Deployed on drone-captured video feeds, achieving over 95% accuracy in panel defect detection.
Reduced manual inspection time by 70%, leading to significant cost savings.
Provided real-time energy loss estimates, enabling proactive maintenance & optimization.
Helped increase the solar farm’s efficiency by 15% due to timely interventions.
Our AI-powered solar farm surveillance system has revolutionized maintenance and monitoring, ensuring maximum efficiency and cost-effectiveness. By leveraging AI and drone technology, solar farm operators can achieve precise insights, reduce downtime, and maximize energy output with minimal operational disruptions.
Contact us today to explore AI-driven solutions!