A single bad panel reduces the string output leading to lost revenue if not detected. Install smart combiner boxes to compare every string and create an alarm if one string is significantly below the others. Maintenance staff can download a string layout saved from the original design drawings. Locate the string location from the displayed ID and drawing orientation. Quickly identify and fix the problem cause.