Overview of Ontology-Based Power System Applications

Abstract:

With the construction of smart grid, an increasing number of resources of smart grid knowledge base inevitably lead to the information island of power system and low utilization ratio of power system knowledge. Introduced the ontology for knowledge representation of Smart Grid domain and constructed a repository to be shared by each application software system. It can enhance the power system simulation and analysis capabilities of the complex state of the Smart Grid. At present, Smart Grid lacks of researches on knowledge applications based on ontology technology. This paper introduces some typical applications based on ontology, elaborates the application status of the ontology in power system. According to the ontology technology applied to typical domains, it looks forward to the direction of ontology-based applications in power system.

• Periodical: Applied Mechanics and Materials (Volumes 291-294)
• Pages: 2346-2351
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.291-294.2346
• Online since: February 2013
• Authors: Ye Wang, Yan Hao Huang, Yan Song Li, Yan Yan Wang
• Keywords: Heterogeneous Data Integration, Information Search, Ontology, Power System

References

[1] Guarino N. Information Extraction: A Multidisciplinary Approach to an Emerging Information Technology, New York: Springer Verlag, 1997: 138-170.

[2] Thomas R. Gruber. Knowledge Acquisition, 5(2): 199-220, (1993).

[3] Studer R, Benjamins R, Fensel D. Data Knowlogy, 25(1–2): 161–197. (1998).

[4] Baofeng Ren. Research on the Ontology-based Information Resource Management Tool [D]. Master Dissertation of National University of Defense Technology, 2005. In Chinese.

[5] http: /www. ontoknowledge. org/struct. shtml.

[6] http: /www. ontoknowledge. org/ob. shtml/inno. shtml.

[7] http: /www. ontoknowledge. org/part. shtml.

[8] http: /www. ontoknowledge. org/goal. shtml.

[9] http: /www. ontoknowledge. org/out. shtml.

[10] http: /www. ontoknowledge. org/downl/otk. presentation. ppt.

[11] Hui Dong. Ontology and Digital Library[M]. Si CHUAN: Wuhan University Press, 2008. In Chinese.

[12] Sheth A, Bertram C, Avant D, etal. IEEE Internet Computing, Aug 2003: 80-87.

[13] In: The Semantic Web-ISW C2003. Second International Semantic Web Conference[R]. Sanibel Island FL, USA, Oct., 2003: 802-817.

DOI: 10.1007/b14287

[14] Intellidimernsion. RDF Gateway[OL]. [2005-2-12]. http: /www. intellidimension. com.

[15] Maier A, Aguado J, Bernaras A. Integration with Ontologies, Conference Paper WM2003, Luzern, 2003[OL]. [2005-4-12]. http: /www. Ontoprise. de/documents/integration_with_ontologied. pdf Accessed: Jan.

[16] Macdche A, Motik B, Stojanovic L, et al. IEEE Intelligent Systems, 2003, 18(2): 26-33.

[17] Roussey C, Calabretto S. A Multilingual Information System Based on Knowledge Representation[R]. ADBIS(2001): 98-111.

[18] Guarino N, Masolo C, Vetere G. OntoSeek: Content-based access to the web[R]. IEEE Intelligent Systems, 1999, 14(13): 70-80.

DOI: 10.1109/5254.769887

[19] Xiang Hong. Research and Implementation of Ontology-based Heterogeneous Data Integration System[D]. Master Dissertation of Xi'an University of Electronic Science and Technology, 2007. In Chinese.

[20] Xu Shu. Research and Implementation of Ontology-based Heterogeneous Data Integration[D]. Master Dissertation of University of Electronic Science and Technology of China, 2009. In Chinese.

[21] Guozeng Zhao, Hengchuan Guo. Computer Technology and Development, 2010, 20(10): 39-42. In Chinese.

[21] Tim Berners-Lee, J. Hendler, O. Lassila. Scientific American. 2001, 284(5): 34-43.

[23] Jie Wan, Zhiyang Teng. Computer Engineering, 2003, 29(4): 122-123. In Chinese.

[24] Zhenning Xu, Kuoyi Song, Weiming Zhang, You Li. Computer Engineering, 2002, 28(12): 6-8. In Chinese.

[25] Pishi Sun, Yaling Wang, Jinzhu Zhao, Zhanfeng Cao. IEEE International Conference: Computational Intelligence and Software Engineering, 2010: 1-4.

[26] Zongxiao Yang, Chuanye Cheng, Zhiqiang Feng. IEEE International Conference: Networking, Sensing and Control, 2008: 1092-1096.

[27] J. Q. Feng, J. S. Smith，Q. H. Wu, J. Fitch. IEEE/PES: Transmission and Distribution Conference & Exhibition, 2005: 1-6.