Project to provide visual monitoring of objects using UAVs
- Our customer
- A large energy company
- Context
- Need for monitoring fire hazardous areas
- Need to track the appearance of unauthorized objects in a protected area
- Need to control the dimensions and sagging of power transmission line wires
- Industry
- Electric Power
Tasks
Solution
Result
- Organize monitoring of objects using drones, provide for automatic transmission and processing of data
- Create a digital terrain model
- Provide access to images and 3D models via a Web interface
Tasks
Solution
Result
- A system for controlling and receiving images from drones has been put in place;
- Data transmission and auto processing using computer vision, ML and predictive analytics has been provided for;
- A digital terrain model for visualization of the obtained data has been created and easy access to images and 3D models has been ensured.
Tasks
Solution
Result
A web platform based on Analytics as a Service model has been implemented.
- Object identification along power transmission lines:
- Height of trees and shrubs, types of trees
- Area of felling in the controlled area
- Presence of hazardous objects (e.g. fire hazard or risk of falling onto power transmission lines)
- Presence of foreign and artificial objects in the protected area
- Monitoring of power line parameters
- Control of horizontal and vertical dimensions
- Detection of wire faults
- Route turning angles, span lengths
The solution enables the power transmission line area to be monitored automatically and remotely, identifying hazardous factors and objects and monitoring wire geometry and damage.