Context-aware Fuzzy Control Systems

被引：15
作者：
Pelc, Mariusz [1 ,2 ]
机构：
[1] Univ Greenwich, Comp & Informat Syst Dept, London SE10 9LS, England
[2] Opole Univ Technol, PL-45758 Opole, Poland
来源：
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING | 2014年 / 24卷 / 05期
关键词：
Context-awareness; fuzzy logic; expert systems; DESIGN;
D O I：
10.1142/S0218194014500326
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper an example of a hierarchical context-aware run-time reconfigurable control system is presented. The context-awareness is resulting from using policy-based computing as a technology allowing the control system to replace its decision making logic in run-time in response to changing environment conditions. The proposed solution allows system experts to specify policies (AGILE policies) used in the Supervision Layer for the purpose of making decisions regarding the most appropriate controller configuration and on the other side, they can specify policies (Fuzzy Logic policies) used in the Control Layer in order to generate control signals allowing to achieve specified control goals. Novelty of the proposed solutions lays in combination of two technologies, Open Decision Point technology originating from the Software Engineering domain Policy-based Computing that is originating from the Knowledge Engineering domain in application to non-linear control systems.
引用
收藏
页码：825 / 856
页数：32
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