Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.13/919437

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Title
Smart use of knowledge: a case study of constructing decisional DNA on renewable energy
Author/Creator
Sanin, Cesar;  Szczerbicki, Edward;  Cayfordhowell, Paul
Institution
The University of Newcastle. Faculty of Engineering & Built Environment, School of Engineering
Description
Knowledge engineering techniques are becoming useful and popular components of hybrid integrated systems used to solve complicated practical problems in different fields. Knowledge engineering techniques offer the following features: learning from experience; handling noisy and incomplete data; dealing with non-linear problems; and predicting. This paper presents a knowledge engineering case study by constructing a chromosome of Energy Decisional DNA. Decisional DNA, as a knowledge representation structure, offers great possibilities on gathering explicit knowledge of formal decision events as well as a tool for decision making processes. In this case study, several Sets of Experience of geothermal energy were collected for the construction of a geothermal chromosome within the Energy Decisional DNA. This chromosome is then implemented in an ontology model aiming to be used for predicting purposes. Thus, it enhances different systems with predicting capabilities and facilitates knowledge engineering processes inside decision making.
Relation
International Conference in Sustainability in Energy and Buildings (SEB'09). Sustainability in Energy and Buildings: Proceedings of the International Conference in Sustainability in Energy and Buildings (SEB'09) (Brighton, UK 29 April - 1 May, 2009) p. 281-289
Publisher Link
http://dx.doi.org/10.1007/978-3-642-03454-1_29
Date
2009
Publisher
Springer Berlin
Keyword(s)
knowledge engineering;  decisional DNA;  knowledge representation;  renewable energy;  set of experience knowledge structure;  decision making
Resource Type
conference paper
Identifier
http://hdl.handle.net/1959.13/919437
Identifier
ISBN:9783642034541
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"Smart use of knowledge: a case study of constructing decisional DNA on renewable energy"
 
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