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A novel ontological approach to modelling engineering processes: A coupled tank system case study
Many modelling techniques such as Artificial Neural Network (ANN) and SIMULINK have been employed in engineering processes such as control systems. However, these techniques lack some beneficial features such as the auto-classification and self-awareness of knowledge, the dynamic knowledge discovery...
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| Main Authors: | , , , , , |
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| Format: | Default Conference proceeding |
| Published: |
2015
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| Subjects: | |
| Online Access: | https://hdl.handle.net/2134/20749 |
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| _version_ | 1818172314860126208 |
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| author | Kay Owa Asia Ramzan Lisa Jackson Tom Jackson Martin Sykora Seyed Mousavi |
| author_facet | Kay Owa Asia Ramzan Lisa Jackson Tom Jackson Martin Sykora Seyed Mousavi |
| author_sort | Kay Owa (1252854) |
| collection | Figshare |
| description | Many modelling techniques such as Artificial Neural Network (ANN) and SIMULINK have been employed in engineering processes such as control systems. However, these techniques lack some beneficial features such as the auto-classification and self-awareness of knowledge, the dynamic knowledge discovery, validating the consistency of knowledge and the possibilities of embedding Semantic Web Rule Language (SWRL) rules into various modelling tasks. This paper presents an original and innovative ontology design that models the coupled tanks system (CTS) with additional capabilities of providing aforementioned advantages. This new approach for modelling engineering phenomena employs the Web Ontology Language (OWL) and also processes the capabilities of incorporating Description Logics (DL) and Semantic Web technologies into the ontology-based design. The results obtained in this paper show the successful demonstration and implementation of our new knowledge modelling approach. |
| format | Default Conference proceeding |
| id | rr-article-9222578 |
| institution | Loughborough University |
| publishDate | 2015 |
| record_format | Figshare |
| spelling | rr-article-92225782015-01-01T00:00:00Z A novel ontological approach to modelling engineering processes: A coupled tank system case study Kay Owa (1252854) Asia Ramzan (7121678) Lisa Jackson (1250010) Tom Jackson (1258584) Martin Sykora (1256697) Seyed Mousavi (5699990) Other commerce, management, tourism and services not elsewhere classified Coupled tank system (CTS) Semantic web rule language (SWRL) Web ontology language (OWL) Modelling Ontology Semantic web technology Business and Management not elsewhere classified Many modelling techniques such as Artificial Neural Network (ANN) and SIMULINK have been employed in engineering processes such as control systems. However, these techniques lack some beneficial features such as the auto-classification and self-awareness of knowledge, the dynamic knowledge discovery, validating the consistency of knowledge and the possibilities of embedding Semantic Web Rule Language (SWRL) rules into various modelling tasks. This paper presents an original and innovative ontology design that models the coupled tanks system (CTS) with additional capabilities of providing aforementioned advantages. This new approach for modelling engineering phenomena employs the Web Ontology Language (OWL) and also processes the capabilities of incorporating Description Logics (DL) and Semantic Web technologies into the ontology-based design. The results obtained in this paper show the successful demonstration and implementation of our new knowledge modelling approach. 2015-01-01T00:00:00Z Text Conference contribution 2134/20749 https://figshare.com/articles/conference_contribution/A_novel_ontological_approach_to_modelling_engineering_processes_A_coupled_tank_system_case_study/9222578 CC BY-NC-ND 4.0 |
| spellingShingle | Other commerce, management, tourism and services not elsewhere classified Coupled tank system (CTS) Semantic web rule language (SWRL) Web ontology language (OWL) Modelling Ontology Semantic web technology Business and Management not elsewhere classified Kay Owa Asia Ramzan Lisa Jackson Tom Jackson Martin Sykora Seyed Mousavi A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title | A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title_full | A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title_fullStr | A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title_full_unstemmed | A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title_short | A novel ontological approach to modelling engineering processes: A coupled tank system case study |
| title_sort | novel ontological approach to modelling engineering processes: a coupled tank system case study |
| topic | Other commerce, management, tourism and services not elsewhere classified Coupled tank system (CTS) Semantic web rule language (SWRL) Web ontology language (OWL) Modelling Ontology Semantic web technology Business and Management not elsewhere classified |
| url | https://hdl.handle.net/2134/20749 |