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Artificial Intelligence Towards Enhancing the Risk Management Practices During the Design Process

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Last updated: 24 Dec 2024

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Abstract

The design process across various industries involves intricate decision-making, problem-solving, and consideration of multiple factors. However, risks during the design process can jeopardize project success and lead to costly errors. Traditional risk management approaches in design often rely on manual & computerized analysis, which is time-consuming, limited in scope, and prone to human biases. The emergence of artificial intelligence (AI) presents an
opportunity to revolutionize risk management in design. AI algorithms can process vast amounts of data, identify patterns, and provide predictive insights, enhancing risk identification and mitigation. This research aims to investigate the relationship between design risks and AI towards enhancing the risk management process. Using a mixed methodology approach, a qualitative method was used through investigating previous literature to identify traditional risk management limitations, design risks and AI tools and methods. Secondly, relationship between identified risks and AI tools was proposed. This was followed by quantitative method through case studies analysis that assess the validity of the proposed relationship. The goal is to establish a new paradigm where AI and risk management converge to create a future where risks that occur during the design process can effectively be identified and managed, fostering innovation and improving project outcomes.

DOI

10.1088/1755-1315/1396/1/012036

Keywords

artificial intelligence, Risk Management, Design Process

Authors

First Name

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Last Name

Algheetany

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Affiliation

Senior Student, Architectural Engineering Department, Faculty of Engineering, The British University in Egypt, Cairo-Suez Desert Road, Al-Shorouk, Cairo, Egypt.

Email

nadia194844@bue.edu.eg

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First Name

A

Last Name

Othman

MiddleName

A E

Affiliation

Professor of Construction & Project Management, Head of Architectural Engineering Department, Faculty of Engineering, The British University in Egypt, Cairo-Suez Desert Road, Al-Shorouk, Cairo, Egypt.

Email

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Orcid

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First Name

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Last Name

Alamoudy

MiddleName

O

Affiliation

Teaching Assistant, Architectural Engineering Department, Faculty of Engineering, The British University in Egypt, Cairo-Suez Desert Road, Al-Shorouk, Cairo, Egypt.

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-

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Volume

15

Article Issue

15

Related Issue

51513

Issue Date

2024-05-01

Receive Date

2024-11-11

Publish Date

2024-05-01

Page Start

1

Page End

1

Print ISSN

2636-4379

Online ISSN

2636-4387

Link

https://iccae.journals.ekb.eg/article_391362.html

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https://iccae.journals.ekb.eg/service?article_code=391362

Order

391,362

Type

Original Article

Type Code

834

Publication Type

Journal

Publication Title

The International Conference on Civil and Architecture Engineering

Publication Link

https://iccae.journals.ekb.eg/

MainTitle

Artificial Intelligence Towards Enhancing the Risk Management Practices During the Design Process

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Article

Created At

24 Dec 2024