Towards an ontological infrastructure for chemical process simulation and optimization in the context of eco-industrial parks

被引:31
|
作者
Zhou, Li [1 ]
Pan, Ming [2 ]
Sikorski, Janusz J. [2 ]
Garud, Sushant [1 ]
Aditya, Leonardus K. [3 ]
Kleinelanghorst, Martin J. [3 ]
Karimi, Iftekhar A. [1 ]
Kraft, Markus [2 ,3 ]
机构
[1] Natl Univ Singapore, Dept Chem & Biomol Engn, 4 Engn Dr 4, Singapore 117585, Singapore
[2] Univ Cambridge, Dept Chem Engn & Biotechnol, New Museums Site,Pembroke St, Cambridge CB2 3RA, England
[3] Nanyang Technol Univ, Sch Chem & Biol Engn, 62 Nanyang Dr, Singapore 637459, Singapore
基金
新加坡国家研究基金会;
关键词
Eco-industrial park; Knowledge base; Ontology; Process simulation; Process optimization; Query; PROCESS SUPERVISION; DESIGN; NETWORKS; PLANTS; MODEL; MANAGEMENT; SYMBIOSIS; EXCHANGE; SYSTEM;
D O I
10.1016/j.apenergy.2017.05.002
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, we introduce the concept of constructing an ontology-based decision support system called J-Park Simulator for the design and operation of eco-industrial parks. It is inspired by Jurong industrial park in Singapore. A biodiesel plant is implemented into the system as a first step. OntoCAPE is adapted for the purposes of the biodiesel plant to establish a knowledge base, which is employed to carry out a number of applications via J-Park Simulator. Firstly, information query can be performed. Information of the biodiesel plant can be extracted through natural language query. Secondly, J-Park Simulator can be used to carry out process simulation. New process equilibrium can be evaluated after certain operation parameters change. Thirdly, process optimization can be realized through J-Park Simulator. Optimal operation condition under different market scenarios can be obtained for the biodiesel producing process in order to reduce the energy consumption and achieve maximal plant profit. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1284 / 1298
页数:15
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