Article ID Journal Published Year Pages File Type
11000984 Building and Environment 2018 50 Pages PDF
Abstract
The results indicate that the algorithm employing FL to operate cooling systems created the most acceptable and stable indoor temperature in which 99.98% of the test period was within the target indoor temperature with the narrowest ranges. Compared to other algorithms, the FL-based control algorithm for cooling system can potentially improve building energy efficiency demonstrating an amount of reduction in heat removal up to 49.4%. The ANN-based and ANFIS-based algorithms operated the cooling system more stably and effectively reduced the number of times that the cooling system was turned on and off.
Related Topics
Physical Sciences and Engineering Energy Renewable Energy, Sustainability and the Environment
Authors
, , ,