Ontology of ground source heat pump

Ground source heap pump (GSHP) systems constitute one of the most prevalent technologies for reducing energy consumption and fostering sustainable development. Owing to the urgent need for GSHP dissemination, the Chinese government has introduced various policies in the form of subsidies, regulations, codes, etc. Nonetheless, the lack of a generic understanding of GSHP systems has led to an improper interpretation of their development and dissemination; thus, financial subsidies for GSHP dissemination have not been optimized. This paper proposes an ontology that delineates GSHP technology. The proposed ontology is developed using keywords extracted from existing studies, as well as their relationships, which are defined on the basis of a literature review and semi-structural interviews. Co-occurrence analysis is conducted to evaluate the relationships among the keywords. The proposed ontology, which consists of 34 components within five levels, systematically highlights the critical components and delineates the GSHP system, thereby serving as a rigorous foundation for underpinning changes in government policies and industrial R&D.

[1]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[2]  Judith Gurney BP Statistical Review of World Energy , 1985 .

[3]  Amy J. C. Trappey,et al.  Ontology-based dental implant connection patent analysis , 2013, Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

[4]  Yonghua Song,et al.  A Comprehensive Review on the Development of Sustainable Energy Strategy and Implementation in China , 2010, IEEE Transactions on Sustainable Energy.

[5]  Marko Grobelnik,et al.  A SURVEY OF ONTOLOGY EVALUATION TECHNIQUES , 2005 .

[6]  Timothy W. Finin,et al.  Enabling Technology for Knowledge Sharing , 1991, AI Mag..

[7]  Yao Xuan Huang,et al.  Modeling the Relationships of Factors Affecting Dissemination of Ground Source Heat Pump (GSHP) in China , 2013 .

[8]  Abdeen Mustafa Omer,et al.  Ground-source heat pumps systems and applications , 2008 .

[9]  Asunción Gómez-Pérez,et al.  METHONTOLOGY: From Ontological Art Towards Ontological Engineering , 1997, AAAI 1997.

[10]  Yorick Wilks,et al.  Data Driven Ontology Evaluation , 2004, LREC.

[11]  Ian W. Johnston,et al.  Emerging geothermal energy technologies , 2011 .

[12]  N. F. Noy,et al.  Ontology Development 101: A Guide to Creating Your First Ontology , 2001 .

[13]  Michael Gruninger,et al.  Methodology for the Design and Evaluation of Ontologies , 1995, IJCAI 1995.

[14]  Ladislaus Rybach,et al.  GEOTHERMAL (GROUND-SOURCE) HEAT PUMPS A WORLD OVERVIEW , 2004 .

[15]  Alan L. Porter,et al.  Forecasting and Management of Technology , 1991 .

[16]  Schubert Foo,et al.  Ontology research and development. Part 1 - a review of ontology generation , 2002, J. Inf. Sci..

[17]  Ladislaus Rybach,et al.  Current status of ground source heat pumps and underground thermal energy storage in Europe , 2003 .

[18]  Dieter Fensel,et al.  Knowledge Engineering: Principles and Methods , 1998, Data Knowl. Eng..