Environmental factors cause 70% of solar production issues: Weather, shading, and dirt accumulation are the most common culprits behind reduced solar output, making regular monitoring and maintenance essential for optimal performance. 8% annually: Quality solar panels. . Solar panels are meant to quietly do their work turn sunlight into savings. So when your solar monitoring app shows lower numbers than expected, it can feel confusing or even alarming.