Application Case: AI Video Surveillance with Edge Computing in Photovoltaic Power Plants

Photovoltaic power plants, as a core component of the renewable energy industry, face multiple challenges such as equipment failures, unauthorized intrusions, fire risks, and operational abnormalities due to their vast equipment distribution and complex maintenance environment. Traditional methods relying on manual inspections or single-function monitoring systems struggle to meet the real-time demands of modern photovoltaic plant safety and maintenance due to inefficiencies and high costs.

Red Zebra’s AI Video Surveillance Edge Computing Solution

Red Zebra’s AI video surveillance edge computing solution utilizes multi-algorithm support and localized computation to provide comprehensive and real-time monitoring for photovoltaic power plants, significantly improving their operational safety and management efficiency. This solution addresses various critical use cases such as equipment displacement detection, unauthorized intrusion alarms, fire and smoke detection, equipment defect analysis, and instrument condition monitoring.

Case Overview

Project Name：Smart Safety Monitoring Enhancement Project for a Large-Scale Photovoltaic Power Plant

Objectives：

1. Achieve real-time monitoring of equipment displacement and abnormal conditions to prevent losses caused by equipment instability.

2. Minimize security risks posed by unauthorized intrusions and fire hazards.

3. Deliver accurate analysis of equipment defects and instrument operational conditions to reduce maintenance costs.

4. Establish a low-latency, high-efficiency localized monitoring system to reduce reliance on cloud computing.

System Deployment and Use Cases

1. Real-Time Equipment Displacement Monitoring

Utilizes high-precision video algorithms to monitor the displacement of photovoltaic panels and key equipment, analyzing potential anomalies such as wind-blown or manually shifted devices in real time.

When anomalies are detected, the system instantly alerts and generates displacement reports for the maintenance team.

2. Unauthorized Intrusion Detection

Red Zebra edge computing devices utilize AI models to rapidly identify human activity within the plant’s fenced areas, determining unauthorized intrusions.

The system adapts to various conditions, including intrusion detection in low-light environments at night. Alerts are instantly pushed to the management platform or mobile devices for an immediate response.

3. Smoke and Fire Monitoring

The system captures real-time video and temperature sensor data through edge computing to detect potential smoke and fire within the plant.

This capability helps identify fire risks, such as overheating electrical equipment, in advance, preventing large-scale damage.

4. Equipment Defect & Instrument Monitoring

Through edge devices powered by AI algorithms, the system automatically identifies cracks, stains, and other defects on photovoltaic panel surfaces that may impact power generation efficiency.

It also monitors instrument operational conditions in real time, recording abnormal fluctuations in work values and offering intelligent diagnostics for future maintenance.

5. Integrated Risk Management Platform

All anomaly data is displayed via the Red Zebra Risk Management Platform. Intuitive dashboards and automated reporting functions enable effective decision-making for the plant.

Data visualization tools such as heatmaps streamline the risk inspection process, maximizing overall efficiency.

Results and Impact

90% Reduction in Equipment Anomalies

Real-time monitoring of equipment displacement and defects ensures timely repairs, preventing power generation inefficiencies.

95% Reduction in Unauthorized Intrusion Risk

Immediate detection of intrusions enhances the plant’s security level.

98% Fire Hazard Resolution Rate

Accurate smoke and fire warnings significantly minimize the likelihood of fire incidents.

60% Reduction in Maintenance Costs

Automated defect analysis and instrument monitoring optimize maintenance time and costs.

Why Choose Red Zebra?

1. Cutting-Edge Technology

Delivering industry-leading multi-algorithm AI video surveillance solutions for comprehensive intelligent monitoring in photovoltaic plants.

2. Localized and Efficient

Processes over 90% of data locally with low latency and high responsiveness, reducing cloud storage expenses by 90%.

3. Fully Featured

Supports multi-functional applications ranging from equipment displacement to fire monitoring, meeting diverse scenario demands.

4. Free Sample Trial

Offers free samples (refundable upon bulk orders), enabling low-risk access to cutting-edge monitoring technologies.

Contact Us

Red Zebra empowers photovoltaic plants with an intelligent safety monitoring system, securing critical assets and optimizing maintenance processes in real-time. Contact us today to request a free sample and explore our next-generation smart solutions!