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A semantic framework for chemical process digitalisation using ontologies

delete2026-02-18
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OA
AI
S
Shuyuan Zhang
Y
Yong Ren Tan
C
Cuong Manh Nguyen
D
Dogancan Karan
S
Srishti Ganguly
N
Nicholas Jose
M
Mei Qi Lim
S
Shuqiao Guo
L
Lian Lian Jiang
M
Markus Kraft
A
Alexei A. Lapkin *
DOI:10.1016/j.cej.2026.174361delete
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Abstract

Abstract

En 中文
• A full knowledge-graph based implementation of a chemical process digital twin is demonstrated • Novel process ontologies were developed for continuous plant and communication with digital twins • Anomaly detection workflow was demonstrated in the knowledge-graph based digital twin
Keywords:
Chemical process digitalisation
Semantic framework
Model and process ontologies
Knowledge graph
Anomaly detection

Journal

Chemical Engineering Journal cover
Chemical Engineering Journal
IF:
13.2
Papers:
7.4W
Citations:
48.5W

Organization

C
Cambridge
Scholars:
87
Papers: 34
Citations: 0
A
a star
Scholars:
107
Papers: 51
Citations: 0