Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems.
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| Title: | Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems. |
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| Authors: | Mokhtar, Maizura1 MMokhtar@uclan.ac.uk, Howe, Joe1 JMHowe@uclan.ac.uk |
| Source: | Expert Systems with Applications. Nov2013, Vol. 40 Issue 15, p6007-6018. 12p. |
| Subjects: | Comparative studies, Distance education, Fuzzy systems, Energy management, Energy consumption, Systems theory, Expert systems |
| Abstract: | Highlights: [•] We created a UCLan Westlakes Samuel Lindow Building heat simulation model. [•] We created a Fuzzy ARTMAP building energy management system with online learning. [•] We created a Gaussian ARTMAP building energy management system with online learning. [•] We compared which of the two creates a more efficient building energy management system. [•] Gaussian ARTMAP is better for use in building energy management system with online learning. [ABSTRACT FROM AUTHOR] |
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| Database: | Engineering Source |
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