Visibility and proximity based risk map of earthwork site using real-time simulation

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
5 Downloads (Pure)

Abstract

Approximately 75% of struck-by fatalities in the construction industry are reported to have been caused by heavy equipment. Researchers have addressed the need for the enhanced safety of earthwork equipment using different approaches. However, none of these approaches enables the equipment to accurately predict the operation of other pieces of equipment for a long-enough time window to find a collision-free path using path replanning. Accordingly, the present paper proposes a novel method to generate the risk map of an earthwork site considering the visibility and proximity based hazards. The proposed method integrates the pose and state data of different pieces of equipment with the prediction about the potential paths of equipment, which comes from near-realtime simulation and script-based path planning, to quantify the risk value associated with different portions of the site. The generated risk map can further be used by individual equipment to ensure that their future path is safe or to perform path replanning if required. The proposed method is implemented and tested in a case study. In the light of the results of a case study, it is found that the proposed method is providing a reliable basis for the safety analysis of earthwork sites.

Original languageEnglish
Title of host publication32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings
PublisherInternational Association for Automation and Robotics in Construction
Number of pages10
ISBN (Electronic)9789517585972
DOIs
Publication statusPublished - 2015
Event32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future - Oulu, Finland
Duration: 15 Jun 201518 Jun 2015

Conference

Conference32nd International Symposium on Automation and Robotics in Construction and Mining
Abbreviated titleISARC 2015
CountryFinland
CityOulu
Period15/06/1518/06/15

Fingerprint

Visibility
Construction industry
Motion planning
Hazards

Keywords

  • Earthwork equipment
  • Real-time simulation
  • Risk map
  • Safety
  • Visibility and proximity hazards

Cite this

Vahdatikhaki, F., & Hammad, A. (2015). Visibility and proximity based risk map of earthwork site using real-time simulation. In 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings International Association for Automation and Robotics in Construction. https://doi.org/10.22260/ISARC2015/0028
Vahdatikhaki, Faridaddin ; Hammad, Amin. / Visibility and proximity based risk map of earthwork site using real-time simulation. 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings. International Association for Automation and Robotics in Construction, 2015.
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Vahdatikhaki, F & Hammad, A 2015, Visibility and proximity based risk map of earthwork site using real-time simulation. in 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings. International Association for Automation and Robotics in Construction, 32nd International Symposium on Automation and Robotics in Construction and Mining, Oulu, Finland, 15/06/15. https://doi.org/10.22260/ISARC2015/0028

Visibility and proximity based risk map of earthwork site using real-time simulation. / Vahdatikhaki, Faridaddin; Hammad, Amin.

32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings. International Association for Automation and Robotics in Construction, 2015.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Vahdatikhaki F, Hammad A. Visibility and proximity based risk map of earthwork site using real-time simulation. In 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings. International Association for Automation and Robotics in Construction. 2015 https://doi.org/10.22260/ISARC2015/0028