Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.13/919402

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Title
Constructing decisional DNA on renewable energy: a case study
Author/Creator
Sanin, Cesar;  Szczerbicki, Edward
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
22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2009). Next Generation Applied Intelligence : 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Proceedings (Tainan, Taiwan 24-27 June, 2009) p. 663-671
Publisher Link
http://dx.doi.org/10.1007/978-3-642-02568-6_67
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/1959.13/919402
Identifier
ISBN:9783642025679
Identifier
ISSN:1611-3349
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"Constructing decisional DNA on renewable energy: a case study"
 
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