Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects

Anuoluwapo Ajayi; Lukumon Oyedele; Hakeem Owolabi; Olugbenga Akinade; Muhammad Bilal; Juan Manuel Davila Delgado; Lukman Akanbi

doi:10.1111/risa.13425

Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects

Anuoluwapo Ajayi, Lukumon Oyedele^*, Hakeem Owolabi, Olugbenga Akinade, Muhammad Bilal, Juan Manuel Davila Delgado, Lukman Akanbi

^*Corresponding author for this work

University of the West of England

Research output: Contribution to journal › Article › peer-review

61 Citations (SciVal)

Original language	English
Pages (from-to)	2019-2039
Number of pages	21
Journal	Risk Analysis
Volume	40
Issue number	10
DOIs	https://doi.org/10.1111/risa.13425
Publication status	Published (VoR) - Oct 2020

Funding

The authors would like to express their sincere gratitude to Innovate UK and EPSRC (Grant Ref EP/S031480/1) for providing the financial support for the research. The authors would like to express their sincere gratitude to Innovate UK and EPSRC (Grant Ref EP/S031480/1) for providing the financial support for the research.

Funders	Funder number
Engineering and Physical Sciences Research Council	Ref EP/S031480/1
Innovate UK

Keywords

Artificial intelligence
deep learning
health and safety risk

Access to Document

10.1111/risa.13425

Cite this

@article{4878109155ef4a5d87a6accefd72ab57,

title = "Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects",

keywords = "Artificial intelligence, deep learning, health and safety risk",

author = "Anuoluwapo Ajayi and Lukumon Oyedele and Hakeem Owolabi and Olugbenga Akinade and Muhammad Bilal and {Davila Delgado}, {Juan Manuel} and Lukman Akanbi",

note = "Publisher Copyright: {\textcopyright} 2019 Society for Risk Analysis",

year = "2020",

month = oct,

doi = "10.1111/risa.13425",

language = "English",

volume = "40",

pages = "2019--2039",

journal = "Risk Analysis",

issn = "0272-4332",

publisher = "Wiley",

number = "10",

}

TY - JOUR

T1 - Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects

AU - Ajayi, Anuoluwapo

AU - Oyedele, Lukumon

AU - Owolabi, Hakeem

AU - Akinade, Olugbenga

AU - Bilal, Muhammad

AU - Davila Delgado, Juan Manuel

AU - Akanbi, Lukman

PY - 2020/10

Y1 - 2020/10

KW - Artificial intelligence

KW - deep learning

KW - health and safety risk

UR - http://www.scopus.com/inward/record.url?scp=85075427016&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85075427016&partnerID=8YFLogxK

U2 - 10.1111/risa.13425

DO - 10.1111/risa.13425

M3 - Article

C2 - 31755999

AN - SCOPUS:85075427016

SN - 0272-4332

VL - 40

SP - 2019

EP - 2039

JO - Risk Analysis

JF - Risk Analysis

IS - 10

ER -

Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Cite this