Abstract: A welding path generating system and a welding path generating method are provided. The welding path generating system includes an image sensor, a storage device, and a processor. The image sensor obtains a sensing image of a welding target. The storage device stores a vision analysis module, an analysis module, and a path planning module. The processor is coupled to the storage device and the image sensor. The processor executes the vision analysis module to analyze the sensing image and create scan data. The processor executes the analysis module to identify weld bead profile information according to the scan data. The processor executes the path planning module to generate welding path information according to the weld bead profile information.

Abstract: System and methods to control resource distribution to fields are provided. A data processing system can identify a plurality of zones of the field, and can receive, from a client computing device, registration information of a node. The registration information can correlate the node with a zone of the field. The data processing system can obtain, via a gateway device and from the node, a first data file including field metric data and a second data file including third party data that pertains to the field. The data processing system can determine a resource distribution schedule based at least in part on data of the first data file and data of the second data file. The data processing system can receive, via the gateway device, a prompt from the node, and can provide an instruction to control a valve to regulate resource distribution to a portion of the field.