Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems
作者：
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.
摘要
•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.
论文关键词：Artificial neural network,Adaptive resonance theory,ARTMAP,Gaussian distribution,Gaussian classifier
论文评审过程：Available online 11 May 2013.
论文官网地址：https://doi.org/10.1016/j.eswa.2013.05.024
