New Approach for Tracking, Monitoring, and Diagnosing Faults in a Photovoltaic System in Real Time: An Experimental and Case Study

Photovoltaic installations have emerged as a cornerstone of sustainable energy production, playing a pivotal role in the global transition towards renewable sources of electricity. As the demand for clean energy surges, so too does the need for robust monitoring and diagnostic strategies to ensure the efficient operation of these systems. This study presents a novel methodology for the real-time tracking, monitoring, and diagnosing of faults in photovoltaic systems (PVSs), emphasizing their crucial role in sustainable energy production amid the global shift to renewable energy. The study was conducted in Guelma, Algeria, during the spring and summer seasons. The investigation utilized WatchPower simulation software over a 24-hour performance analysis of the photovoltaic system. On June 19, 2023, with a high temperature of 32°C, the system achieved a peak output power of 600W under optimal conditions, validating its efficiency in energy generation. The study also analyzed the effects of shading on energy output by comparing data from a shaded day on May 14, 2023, at 25°C, to an unshaded day on June 21, 2023, at 32°C, during peak sunlight hours from 9:00 AM to 2:15 PM, the period when sunlight is at its strongest. The results showed a significant drop in output power from 600W to 450W due to shading, underscoring the importance of real-time monitoring to detect performance inefficiencies. This research not only enhances operational reliability and maintenance strategies for PV systems but also demonstrates the effectiveness of integrating real-time data analytics to support decision-making in similar environments.

• photovoltaic systems
• real-time monitoring
• fault diagnosis
• performance monitoring
• shading effects
• power output loss
• PV system maintenance
• renewable energy
• Guelma

• 7 — طاقة نظيفة وبأسعار معقولة
• 13 — العمل المناخي
• 9 — الصناعة والابتكار والبنية التحتية

• Photovoltaic System Optimization Techniques
• Solar Radiation and Photovoltaics
• Solar Thermal and Photovoltaic Systems
• photovoltaic systems
• real-time monitoring
• fault diagnosis
• performance monitoring
• shading effects
• power output loss
• PV system maintenance
• renewable energy
• Renewable Energy, Sustainability and the Environment
• Artificial Intelligence
• Energy
• Computer Science