Knowledge-driven holistic decision making supporting multi-objective innovative design

Khudhair, A. ORCID: https://orcid.org/0000-0002-5062-7448 and Li, H. ORCID: https://orcid.org/0000-0001-6326-8133 2020. Knowledge-driven holistic decision making supporting multi-objective innovative design. Presented at: 2nd International Conference on Sustainable Smart Manufacturing, Manchester, United Kingdom, 9-11 April, 2019. Published in: Jorge da Silva Bartolo, Paulo, Moreira da Silva, Fernando, Jaradat, Shaden and Bartolo, Helena eds. Industry 4.0 – Shaping The Future of The Digital World. London: CRC Press, pp. 216-221. 10.1201/9780367823085-39 Item availability restricted.

PDF - Accepted Post-Print Version Restricted to Repository staff only Download (700kB)

Abstract

The lack of collaboration between different disciplines due to the isolation of information has caused low productivity in the construction industry. The separation of data can be related to the existence of proprietary data formats in different types of software tools, which has caused a loss of data and set back the decision-making process. This paper proposes a multi-objective decision-making framework to orchestrate different functions holistically through automatic application models conversion and supported by a data-exchanging knowledge base. The framework leverages the developed common data as a central layer and also understands the specific data that is needed. The proposed structure aims at developing a new method to implement holistic decision-making, which will further enhance the current BIM and Industry 4.0 revolution in the construction industry. Future work will include the study of human decision perception and convert that into a knowledge model to manage the collaboration process better.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Publication
Status:	Published
Schools:	Schools > Engineering
Publisher:	CRC Press
ISBN:	9780367823085
Date of First Compliant Deposit:	6 April 2020
Date of Acceptance:	9 March 2019
Last Modified:	11 Aug 2025 11:30
URI:	https://orca.cardiff.ac.uk/id/eprint/130843

Actions (repository staff only)

Edit Item