| 摘要 |
System and method to predict maintenance windows, initiate and avoid cleaning cycles of robotic systems that clean solar panels. Using learning algorithms, the system and method is based on collecting, monitoring and conducting trend analysis from data received by the various robotic systems that effect the cleaning cycles, external sensors, sources and feeds. |
| 主权项 |
1. A method for controlling maintenance or a cleaning cycle of a robotic system that cleans solar panels, comprising:
obtaining operational data about the robotic system; obtaining environmental data relating to an area of the solar panels; determining, using a processor, a recommendation for control or maintenance of the robotic system based on the obtained operational data and the obtained environmental data; and outputting the recommendation to an authorized user, whereby the recommendation includes initiating a maintenance or cleaning cycle by the robotic system of the solar panels, terminating a pre-scheduled maintenance or cleaning cycle by the robotic system of the solar panels, adjusting a pre-scheduled maintenance or cleaning cycle by the robotic system of the solar panels, providing an explanation of operational performance of the robotic system that deviates from normal, directing replacement of a component of the robotic system ahead of schedule or directing replacement of a component of the robotic system during its next, scheduled maintenance. |
