By: Dr. Amin Abd Elraheem (Ph.D., Training Manager)
Faster, safer, more efficient and cost-effective operations, achieving 95% detection accuracy
As the global shift toward renewable energy accelerates, the solar industry faces growing pressure to enhance efficiency, reduce operational costs, and maintain environmental sustainability across increasingly large and complex installations. One of the most transformative technologies enabling this evolution is the use of unmanned aerial vehicles, commonly known as drones. Drone technologies have been increasingly used in electric power systems inspection, and have now become integral to nearly every phase of a solar farm’s lifecycle, from early-stage planning to ongoing maintenance and monitoring.
Drone Solar Inspection Market size was estimated as USD 1.2 Billion in 2024, predicted to reach a value of USD 2.3 billion by 2026, and is expected to witness a compound annual growth rate (CAGR) of approximately 15.2% from 2026 to 2033, reaching USD 3.8 Billion, as reported by Verified Market Reports.

By leveraging advanced imaging technologies, automation, and artificial intelligence, drones offer unparalleled capabilities that streamline solar operations. They enable rapid and accurate site surveys, improve construction oversight, accelerate inspection processes, and even support innovative cleaning systems, all while minimizing the need for manual labor and enhancing safety. Furthermore, their role extends these engineering functions to include applications such as asset management, security surveillance, and environmental monitoring.
This article explores the various ways in which drones support the solar industry. It highlights their contributions across key areas, and shows how drone technology is not just complementing but actively reshaping the future of solar energy infrastructure.
Global demand overview
According to P Market Research, utility-scale solar farms account for approximately 65% of the global demand for drone-based solar inspections. These installations typically exceed the capacity of 20 MW, and, due to their size, they require frequent and large-scale inspections. For example, Topaz Solar Farm in California uses drone inspections quarterly a year to inspect its 9 million solar modules. Drone systems can inspect such large Solar Farm in 3–5 days, whereas manual inspections could take weeks.
The second largest category is the Commercial and Industrial solar installations, which represents 25-30% of the market demand. These projects typically range from 500 kW to 10 MW, and are often installed on complex terrains; thus, drones are advantageous in such cases.
Moreover, the growth of the solar energy sector has prompted the implementation of new regulatory frameworks. For instance, Saudi Arabia’s Renewable Energy Initiative 2030 requires the use of drone-based quality inspections for solar installations larger than 5 MW.
The following sections outline the key application areas of drones in solar energy operations, highlighting the technology’s diverse capabilities and measurable benefits.
Key areas

Drones support the solar industry in the following key areas:
- Pre-Construction Applications. Before solar panel installation begins, engineers must analyze site conditions by performing site surveying and planning. Drones significantly accelerate this process by:
- Topographic Mapping: Drones with the right equipment and payload, such as DJI Matrice 350 with Zenmuse P1, together with suitable software (e.g. DJI Terra, or Pix4DMapper), can create 3D maps and digital elevation models (DEMs) to assess terrain suitability for solar installations. They can also create accurate contour maps to guide optimal panel placement.
- Solar Irradiance Analysis: By capturing aerial imagery, drones assist in analyzing shading and sunlight exposure, which is also critical for optimizing panel placement.
Drones can complete surveys up to 75% faster than traditional ground methods, even for rooftop systems.
- Construction Monitoring and Commissioning

- Progress Tracking: Drones provide regular aerial footage to monitor construction progress, ensuring the project is on schedule.
- Volume Calculations: For utility-scale projects, drones can measure stockpiles of materials like gravel or sand, improving logistics.
- Facilitating commissioning: Which is done by checking for installation defects like broken modules or inverter issues.
- Providing documented visual records: Such records would serve as baselines for future inspections.
- Inspection and Maintenance. Drone-based systems are highly effective for inspecting operational solar plants as they can replace manual thermal inspections and I-V curve tracing, which are time- and labor-intensive. Drones can be equipped with specialized cameras and sensors to detect specific issues and collect detailed data:

- Thermal Imaging: Drones equipped with thermal cameras, such as DJI Zenmuse H30T, can detect hotspots, cracks, and electrical failures in solar panels, while the system is still live, increasing efficiency and safety, while identifying issues not visible to the naked eye. They can inspect 1 MW of solar panels in just 10 minutes, compared to manual methods like I-V curve tracing that take 2-5 hours per MW (Source: thedronelifenj.com).
- Visual Inspection: High-resolution cameras help inspect panels for physical damage or shading issues quickly and without needing manual labor.
This data can be analyzed using AI and machine learning to identify faults, predict maintenance needs, prioritize repairs, and optimize energy production. As a result, drones can inspect large solar farms 400% faster than traditional methods, improving efficiency and cost-effectiveness.
As solar farms grow in size and complexity, data-driven solutions have become essential to maintaining performance, optimizing operations, and reducing downtime. In this context, some companies are improving the drone-based solar inspections by transforming them into highly intelligent and scalable workflows. For example, Sitemark’s platform combines high-resolution drone imagery—both thermal and visual—with advanced AI analytics to deliver actionable insights. Their cloud-based solution enables operators to detect anomalies, estimate energy losses, and prioritize maintenance tasks efficiently across large portfolios.

Moreover, drones can be used for inspecting the transmission lines, which transmit the generated solar power from the solar farms. For more information about the drone-based inspection for power lines and grids infrastructure, the reader may have a look at our previous article.
- Cleaning Applications:
Panel efficiency can drop by 20–50% due to dust and dirt accumulation. Drone-based cleaning solutions now offer:
- Dirt Detection: Drones can be used to identify soiling levels on solar panels, which helps determine when and where cleaning is needed, optimizing maintenance schedules and reducing costs.
- Solar panels cleaning: Besides dirt detection, Drone-based cleaning solutions (using cleaning drones, such as JOYANCE JTC20) now offer:
- Automated, on-demand panel spraying using drones housed in nearby weatherproof docks.
- Systems capable of self-charging and refilling, enabling continuous operation, especially in inaccessible areas.

Such application would be quite useful and feasible in hard-to-access locations or in large and remote solar farms.
As solar farms continue to scale in size and complexity, drone technology offers expanded applications beyond immediate engineering and maintenance tasks. In addition to their critical roles in pre-construction analysis, construction monitoring, inspection, and cleaning, drones also play a pivotal role in supporting the broader operational, security, and environmental needs of solar energy infrastructure.
- Asset Management:
- Inventory Audits: Drones can survey large solar farms to count and track equipment, reducing manual labor.
- Documentation: They offer a bird’s-eye view for creating records of installations and upgrades.
- Security and Surveillance:
- Perimeter Monitoring: Drones can patrol large solar farms for trespassing or theft.
- Emergency Response: They provide real-time data in case of fire, storms, or other emergencies.
- Environmental Impact Monitoring:
- Vegetation and Wildlife Monitoring: Drones are useful for ensuring compliance with environmental regulations by monitoring the impact of solar farms on local ecosystems.
By integrating these additional applications, drones not only optimize the performance and safety of solar energy systems but also contribute to their long-term viability and sustainability.
Benefits
The table below highlights the key benefits of using drones in the solar power industry. It lists the advantages such as efficiency, cost savings, accuracy, and safety, quantifying them with relevant metrics. These insights demonstrate why drone-based inspections are becoming a standard practice for maintaining and optimizing solar power plants:
Advantages | Specific Benefits | Details |
---|---|---|
Efficiency & Speed | Faster inspection cycles | Drone systems can inspect large-scale solar farms 70–90% faster than manual methods |
Real-time data acquisition | Enables rapid diagnostics and reporting | |
Cost Reduction | Lower labor and operational costs | Drones reduce inspection costs by up to 40% |
Minimized downtime | Early fault detection prevents up to 30% in energy loss | |
Accuracy & Diagnostics | High-resolution fault detection | Thermal/multispectral imaging achieves 95% accuracy |
Detailed analysis of panel defects | Identifies hotspots, cracks, shading, and string mismatches | |
Safety | Reduced risk for human inspectors | Avoids exposure to heat, electrical hazards, and unsafe terrain |
Predictive Maintenance | Data-driven operations and early intervention | Automated drone systems using machine learning algorithms can predict maintenance needs with 89% accuracy, reducing unplanned downtime by up to 30% |
Environmental Impact | Lower carbon footprint of maintenance operations | Fewer on-site vehicles and reduced manual activity support sustainability |
Regulatory Compliance | Simplified documentation and reporting | Geo-tagged data supports audit trails, warranty claims, and insurance reports |
Solar power in MENA region
The Middle East and North Africa (MENA) region is rapidly emerging as a global hub for solar energy development, driven by abundant solar resources, growing energy demands, and strategic national initiatives aimed at diversifying energy portfolios. With some of the highest solar irradiance levels in the world—receiving between 2,000 and 2,300 kWh/m² annually in many areas—the region is exceptionally well-positioned to capitalize on solar power as a basis of its renewable energy strategy.
Rising Demand and Ambitious Targets
Countries across the MENA region are setting ambitious renewable energy targets as part of broader efforts to reduce reliance on fossil fuels and lower carbon emissions. For instance, the UAE aims to generate 44% of its energy from clean sources by 2050, with significant investments in solar projects like the 5,000 MW Mohammed bin Rashid Al Maktoum Solar Park. Similarly, Saudi Arabia’s Vision 2030 outlines a goal of installing 58.7 GW of renewable capacity by 2030, of which solar power constitutes a major share. Egypt, Jordan, and Morocco are also pushing ahead with large-scale solar developments to meet rising electricity demand and reduce import dependency.
Technological Integration and Innovation
As the MENA region accelerates the deployment of large-scale solar projects to meet its ambitious energy goals, efficient management and maintenance of these expansive installations have become increasingly critical. This has led to the growing integration of advanced technologies, such as energy storage systems, AI-based grid management, and drone systems to enhance the efficiency and scalability of solar infrastructure. Drones, in particular, are being widely adopted for surveying, construction monitoring, and inspections.
The following case studies highlight how drones are being utilized across major solar projects in the MENA region:
- Masdar PV Plant – Inspection
Another case study is Masdar PV Plant, a 10 MW facility comprising 87,780 multi-crystalline and thin-film solar modules, generates approximately 17,500 MWh of clean electricity annually, offsetting around 15,000 tonnes of CO₂ emissions per year. Inspecting such a large number of panels manually would require several weeks and significant manpower.
With drone technology, however, full visual and thermal inspections were completed in just 7 days, reducing inspection time by more than 70%. High-resolution and thermal cameras mounted on drones identified 370 defective modules, including cracked or missing panels and disconnected strings. This approach enabled the detection of faulty or underperforming panels, ensuring optimal energy output and reducing maintenance costs. - Mohammed bin Rashid Al Maktoum Solar Park – Commissioning and Inspection
The Mohammed bin Rashid Al Maktoum Solar Park is expected to reach a total capacity of 5,000 MW by 2030 and already covers several square kilometers. In Phase 5 of the project alone (900 MW), drones surveyed approximately 3.5 km² of PV installations, capturing over 16,000 high-resolution images in less than 4 days. These images were processed using AI-powered analytics to detect issues such as thermal anomalies, soiling, and cell degradation before the site was connected to the grid. This significantly accelerated project timelines and improved overall site quality assurance. - Noor Abu Dhabi – Construction Monitoring and Progress Tracking
At the Noor Abu Dhabi solar plant in Sweihan—one of the world’s largest single-site solar plants with a capacity of 1.17 GW—drones were extensively used during the construction phase. Over 105,000 high-resolution images were captured and compiled into 17 orthomosaic maps using PIX4D software.
These aerial surveys enabled accurate monitoring of construction progress, improved communication between contractors, and provided valuable documentation for regulatory reporting. Drone-based mapping helped reduce inspection time from weeks to days, facilitating rapid issue resolution across the vast 8 km² site. - Al Dhafra solar plant

One of the newest large-scale solar power projects in the region. Upon its completion in June 2023, Al Dhafra was the world’s largest single-site solar plant, using almost 4 million bifacial solar panels with a capacity of 2 GW. It generates enough electricity for approximately 200,000 homes across the UAE, displacing 2.4 million tonnes of carbon emissions annually.
Of course, in a project with such a scale, the use of advanced technologies is crucial to maintain efficient operation:
- The solar panels are mounted on a total of 33,000 trackers, that have several modes, including auto-tracking, wind mode, rain mode, cleaning mode, and horizontal mode. A fleet of cleaning robots is used to keep them free from sand and dust.
- Given the size and complexity of the installation, drone-based systems could play a significant role in enhancing operational efficiency, as they could support real-time fault detection, performance monitoring, and environmental compliance.
These case studies underscore the transformative impact of drone technology on solar power operations in the MENA region, demonstrating significant improvements in monitoring, inspection efficiency, and overall plant performance.
Conclusion
Drones are playing an increasingly central role in the solar power industry, offering a versatile, data-driven approach to managing the lifecycle of solar energy systems. As detailed throughout this article, drone applications now extend well beyond inspection, encompassing pre-construction surveying, construction progress tracking, thermal diagnostics, automated cleaning, asset management, and environmental monitoring.
These technologies address some of the most pressing challenges facing the solar sector today, namely, the need for greater efficiency, accuracy, and scalability in operations. Drones can inspect solar farms up to 90% faster than manual methods, reduce operational costs by as much as 40%, and identify faults with over 95% accuracy, making them essential for maintaining performance in large and distributed installations.
With the global solar market expanding rapidly and new regulatory standards emerging, the integration of drones is not just enhancing technical workflows but becoming foundational to meeting future energy demands. As demonstrated by examples from utility-scale and commercial solar projects alike, drones are transforming how solar power systems are planned, built, maintained, and sustained, making them a key enabler of the industry’s continued growth and resilience.