Power Line Classification

Project Background

Utilities – Powerline Projects with Pixelo

The project scope wanted to create the utility data base of the power line corridor data the for further up gradation, planning and development and maintenance. The scope of the project was to extract and classify the power line features from the Point cloud based on European standard National grid ET (Electrical Transmission System). These features were provided as vectors and classified point clouds for further use in GIS mapping workflows. The data provided by Pixelo in association with Client enabled the governments to take better decisions as they provided better insights as to where certain features are located on the power lines.

Pixelo provided engineering-ready data which could also be used for any future projects undertaken by the EB.

Project Scope

The case study includes the processing of transmission power line and distribution network along with danger vegetation identification and vegetation encroachment with expect to power lines.

Processing of transmission powerline and distribution network

General Information

The objective of the project is to prepare inputs for the vegetation clearance analysis of the power distribution network which includes

  • Stringing conductors by voltage
  • Identifying infringing vegetation within predefined radial and fall-in distances
  • Identifying all man-made features from infringing vegetation
  • Clean-up of road and ground classification

Processing of transmission powerline and distribution network

Inputs

  • Tiled Point Cloud
  • Ortho Imagery
  • Template Workspace containing
    – Pole locations (LV only)
    – Centrelines (by KV)
    – PTC file
    – Topo Schema
    – 2x TerraScan Macros
  • Clean-up of road and ground classification
  • FME Topo checker workbench (FME)

Levels used in Wire stringing

NameLevel Number
Default0
2KV1
2_7KV2
6_6KV3
11KV4
22KV5
33KV6
66KV7
132KV8
LV9
Shield wires10
Block50
2KV_centrelines51
2_7KV_centrelines52
6_6KV_centrelines53
11KV_centrelines54
22KV_centrelines55
33KV_centrelines56
66KV_centrelines57
132KV_centrelines58
LV_centrelines59
LV_towers60
Buffered_area100
Area101

Classification classes

Class NameClass CodeFeature Description
Unclassified1Created – Not Classified
Ground2Ground within 100m of wires
Low Vegetation3Veg 0-0.5m
Main Vegetation4Veg above 2m not infringing
Danger Vegetation5Veg above 2m and infringing wires (radial or fall-in)
Building6Buildings within 50m
Low Point7Spurious points above or below ground
Medium Vegetation8Veg below 2m
Overlap12Overlap between flight strips
Wires14Strung Wires
Structures15Structures for strung wires
Man-made16Man-made objects
Roads17Roads
Motorway18Motorways
Not Needed Ground20Ground outside of 100m from wires
Not Needed Building21Buildings outside of 50m from wires
Not Needed Vegetation22Vegetation outside of 50m from wires

Workflow

Workflow

Classified Substation

Classified Substation

Classified Tower

Classified Tower

Classified Towers and Wires

Classified Towers and Wires

Tower Top & Bottom Points

Tower Top & Bottom Points

Conductor and Insulator Attachment Points

Conductor and Insulator Attachment Points

Deliverables

Wires are classified and vectorized based on the voltage along with classification of structures (Poles). The voltage can be identified based on the input centrelines.

Using the classified wires points and wire vectors, danger/canopy vegetation is determined and the classification is done to filter out all other classes from danger/canopy vegetation. This includes filtering out of building points, manmade objects, temporary features, etc. Also classification of roads is part of the project and the classification has to be done up to 5m from wires.

As a result of our consistent delivery of high quality output in record time, the relationship between Pixelo and Client has completed over 1 decade and continuing yet. The long partnership has witnessed successful completion of several projects in multiple cities in the European regions(covered almost 1.5 lakh LKM throughout the UK).

Final Output

  • DGN containing strung conductors
  • Classified Tiled Point Cloud
  • Topo checker Error Report (FME error report)
  • QC documentation