Cristin-prosjekt-ID: 2531227
Sist endret: 15. august 2023, 19:10

Cristin-prosjekt-ID: 2531227
Sist endret: 15. august 2023, 19:10
Prosjekt

Monitoring Electric Grid from Space to Sky (GridEyeS)

prosjektleder

Reza Arghandeh
ved Høgskulen på Vestlandet

prosjekteier / koordinerende forskningsansvarlig enhet

  • StormGeo

Finansiering

  • TotalbudsjettNOK 2.500.000
  • ESA - den europeiske romfartsorganisasjonen
    Prosjektkode: GridEyeS

Kategorier

Prosjektkategori

  • Anvendt forskning

Tidsramme

Avsluttet
Start: 1. september 2019 Slutt: 1. september 2020

Beskrivelse Beskrivelse

Tittel

Monitoring Electric Grid from Space to Sky (GridEyeS)

Populærvitenskapelig sammendrag

To ensure reliable power supply, grid companies need to inspect their grid at least once a year to identify high risk trees, damaged poles, and transmission lines. This is a costly and time consuming task, especially in remote areas. Here the vegetation management teams often face complicated terrain, making inspections with drones and helicopters more difficult. In tropical regions, teams struggle with rapid regrowth requiring inspections several times per year driving costs up. Furthermore, the amount of resources available to do the inspections is limited. This may lead the grid companies not to reach reliability expectations. GridEyeS improves the scale, frequency and cost efficiency by creating a prioritized list of actions to execute aided by AI and satellites.

Vitenskapelig sammendrag

To ensure reliable power supply, grid companies need to inspect their grid at least once a year to identify high risk trees, damaged poles, and transmission lines. This is a costly and time consuming task, especially in remote areas. Here the vegetation management teams often face complicated terrain, making inspections with drones and helicopters more difficult. In tropical regions, teams struggle with rapid regrowth requiring inspections several times per year driving costs up. Furthermore, the amount of resources available to do the inspections is limited. This may lead the grid companies not to reach reliability expectations. GridEyeS improves the scale, frequency and cost efficiency by creating a prioritized list of actions to execute aided by AI and satellites.

prosjektdeltakere

prosjektleder
Aktiv cristin-person

Reza Arghandeh

  • Tilknyttet:
    Prosjektleder
    ved Høgskulen på Vestlandet
  • Tilknyttet:
    Prosjektdeltaker
    ved Institutt for datateknologi, elektroteknologi og realfag ved Høgskulen på Vestlandet

Meruyert Kenzhebay

  • Tilknyttet:
    Prosjektdeltaker
    ved Høgskulen på Vestlandet

Mehak Khan

  • Tilknyttet:
    Prosjektdeltaker
    ved Høgskulen på Vestlandet
1 - 3 av 3

Resultater Resultater

MARU-Net: Multiscale Attention Gated Residual U-Net With Contrastive Loss for SAR-Optical Image Matching.

Gazzea, Michele; Sommervold, Oscar; Arghandeh, Reza. 2023, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. HVLVitenskapelig artikkel

A Survey on SAR and Optical Satellite Image Registration.

Sommervold, Oscar; Gazzea, Michele; Arghandeh, Reza. 2023, Remote Sensing. HVLVitenskapelig artikkel

Traffic monitoring system design considering multi-hazard disaster risks.

Gazzea, Michele; Miraki, Amir; Alisan, Onur; Kuglitsch, Monique M.; Pelivan, Ivanka; Ozguven, Eren Erman; Arghandeh, Reza. 2023, Scientific Reports. FAaMU, HHI, FSU, HVLVitenskapelig artikkel

Automated 3D Vegetation Detection Along Power Lines using Monocular Satellite Imagery and Deep Learning.

Gazzea, Michele; Aalhus, Sindre; Kristensen, Lars Michael; Ozguven, Eren Erman; Arghandeh, Reza. 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. FSU, HVLVitenskapelig foredrag

Post-Hurricanes Roadway Closure Detection using Satellite Imagery and Semi-Supervised Ensemble Learning.

Gazzea, Michele; Karaer, Alican; Balafkan, Nozhan; Ozguven, Eren Erman; Arghandeh, Reza. 2021, Transportation Research Board 100th Annual Meeting 2021. FSU, STORMGEO, HVLVitenskapelig foredrag
1 - 5 av 7 | Neste | Siste »