A semantic framework for enabling model integration for biorefining

被引:12
|
作者
Koo, Linsey [1 ]
Trokanas, Nikolaos [2 ]
Cecelja, Franjo [1 ]
机构
[1] Univ Surrey, Ctr Proc & Informat Syst Engn, Guildford GU2 7XH, Surrey, England
[2] Univ Cambridge, Ctr Int Mfg, Inst Mfg, 17 Charles Babbage Rd, Cambridge CB3 0FS, England
关键词
Ontology engineering; Model integration; Computer aided process engineering (CAPE); Biorefining; ETHANOL-PRODUCTION; WASTE; INTEROPERABILITY; FERMENTATION; SIMULATION;
D O I
10.1016/j.compchemeng.2017.02.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper introduces a new paradigm for establishing a framework that enables interoperability between process models and datasets using ontology engineering. Semantics are used to model the knowledge in the domain of biorefining including both tacit and explicit knowledge, which supports registration and instantiation of the models and datasets. Semantic algorithms allow the formation of model integration through input/output matching based on semantic relevance between the models and datasets. In addition, partial matching is employed to facilitate flexibility to broaden the horizon to find opportunities in identifying an appropriate model and/or dataset. The proposed algorithm is implemented as a web service and demonstrated using a case study. (C) Crown Copyright 2017 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:219 / 231
页数:13
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