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Ontology-based approach supporting multi-objective holistic decision making for energy pile system

Meng, Kun, Cui, Chunyi, Li, Haijiang and Liu, Hailong 2022. Ontology-based approach supporting multi-objective holistic decision making for energy pile system. Buildings 12 (2) , 236. 10.3390/buildings12020236

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Abstract

The traditional way of designing energy pile system is mostly single domain/objective oriented, which lacks of means to coherently consider different while relevant factors across domains. The cost for life cycle design, construction and maintenance, return of investment, CO2 emission related sustainable requirements, and so on also need to be considered, in a systematic manner, along with the main functional design objective for loading capacity and robustness. This paper presents a novel multi-objective holistic approach for energy pile system design using ontology based multi-domain knowledge orchestration, which can holistically provide the designers with across domain factors regarding financial, safety, and environmental impact, for smart and holistic consideration during the early design stage. A prototypical ontology-based decision tool has been developed, aiming at the holistic optimization for energy pile system by combining ontology and Semantic Web Rule Language rules. A case study was performed to illustrate the details on how to apply knowledge query to provide a series of design alternatives autonomously by taking different design parameters into account. The method has demonstrated its practicability and scientific feasibility, it also shows the potential to be adopted and extended for other domains when dealing with multi-objective holistic design making.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Engineering
Additional Information: This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/)
Publisher: MDPI
ISSN: 2075-5309
Date of First Compliant Deposit: 15 February 2022
Date of Acceptance: 15 February 2022
Last Modified: 23 Feb 2022 10:00
URI: https://orca.cardiff.ac.uk/id/eprint/147488

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