TY - JOUR
T1 - Holistic Design of Energy Pile Bridge Deicing System With Ontology-Based Multiobjective Decision Making
AU - Zhang, Peng
AU - Cui, Chunyi
AU - Li, Chaoji
AU - Zhang, Cheng
AU - Liu, Hailong
N1 - Publisher Copyright:
© Copyright © 2021 Zhang, Cui, Li, Zhang and Liu.
PY - 2021/8/23
Y1 - 2021/8/23
N2 - Even though the energy piles have been applied for the bridge deicing system, the traditional design approach is commonly a single-domain and objective-oriented method and is consequently lacking means to comprehensively consider all the relevant factors, such as life-cycle cost, investment payback cycle, carbon emissions, etc. This paper presents a holistic design scheme for the energy pile deicing system of bridge decks. In this paper, a holistic designing tool, namely, OntoBDDS, was developed based on ontology method and SWRL rules. It can automatically provide financial, safety, and heat flux information for designers to evaluate and optimize the design scheme of a deicing system in the early design stage of a bridge. After semantic and syntactical validation of the OntoBDDS system, a case study was also conducted to demonstrate how to leverage knowledge query to provide a series of design alternatives autonomously through considering different design parameters. This case study also verified the practicability and feasibility of the OntoBDDS holistic decision-making system and indicated its potential to be applied for other engineering problems when dealing with multiobjective holistic design making.
AB - Even though the energy piles have been applied for the bridge deicing system, the traditional design approach is commonly a single-domain and objective-oriented method and is consequently lacking means to comprehensively consider all the relevant factors, such as life-cycle cost, investment payback cycle, carbon emissions, etc. This paper presents a holistic design scheme for the energy pile deicing system of bridge decks. In this paper, a holistic designing tool, namely, OntoBDDS, was developed based on ontology method and SWRL rules. It can automatically provide financial, safety, and heat flux information for designers to evaluate and optimize the design scheme of a deicing system in the early design stage of a bridge. After semantic and syntactical validation of the OntoBDDS system, a case study was also conducted to demonstrate how to leverage knowledge query to provide a series of design alternatives autonomously through considering different design parameters. This case study also verified the practicability and feasibility of the OntoBDDS holistic decision-making system and indicated its potential to be applied for other engineering problems when dealing with multiobjective holistic design making.
KW - bridge
KW - deicing
KW - energy pile
KW - holistic design
KW - ontology
UR - http://www.scopus.com/inward/record.url?scp=85114273900&partnerID=8YFLogxK
U2 - 10.3389/fmats.2021.710404
DO - 10.3389/fmats.2021.710404
M3 - Article
AN - SCOPUS:85114273900
SN - 2296-8016
VL - 8
JO - Frontiers in Materials
JF - Frontiers in Materials
M1 - 710404
ER -