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Context-aware fuzzy control systems

Context-aware fuzzy control systems

Pelc, Mariusz (2014) Context-aware fuzzy control systems. International Journal of Software Engineering and Knowledge Engineering, 24 (05). pp. 825-856. ISSN 0218-1940 (Print), 1793-6403 (Online) (doi:https://doi.org/10.1142/S0218194014500326)

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Abstract

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.

Item Type: Article
Uncontrolled Keywords: context-awareness, fuzzy logic, expert systems
Subjects: Q Science > QA Mathematics
Faculty / Department / Research Group: Faculty of Architecture, Computing & Humanities
Related URLs:
Last Modified: 14 Oct 2016 09:33
Selected for GREAT 2016: None
Selected for GREAT 2017: None
Selected for GREAT 2018: None
Selected for GREAT 2019: None
URI: http://gala.gre.ac.uk/id/eprint/13601

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