Title of article :
Application of adaptive fuzzy decision-making system for managing water consumption at smart house
Author/Authors :
Mohammadi Jahan, Reza Department of Electrical Engineering - Maragheh Branch - Islamic Azad Universit , Daryani, Mohsen Department of Electrical Engineering - Maragheh Branch - Islamic Azad Universit , Azarafza, Mehdi Department of Electrical Engineering - Maragheh Branch - University of Tabriz
Pages :
9
From page :
235
To page :
243
Abstract :
The purpose of this study is application of fuzzy-based decision-making system (FMCDM) method and a device for monitoring and controlling water consumption in a smart house used for water supply management (WSM) based on intelligent water management system (IWMS). This paper presents an algorithm applied for water demand consumption (WDC) optimization in regular household and its capability to evaluate the WDC range and decision and controlled WSM in critical circumstances. For this purpose, the heuristic decision-making method are used to monitor and control the WCM as effective IWMS methods based on artificial intelligence technology (AIT) and smart-learning multi-sensor. To program the device software, the MATLAB fuzzy logic programming software has been used. In order to assess the device’s capability to respond to real conditions, a device is run to study sample-data for 24 hours a day for a month. In this study, four locations (kitchen, restroom, bathroom and garden balcony) are considered as the main WDC locations, then FMCDM algorithm are applied on these targets by main device. The results indicate that the first place (kitchen) has the greatest impact on WDC. However, the fourth place (garden balcony) has the lowest impact on WDC as well water consumption volume (WCV). Moreover, for analysis justification, the expert system (ES) is conducted as a comparison that shows the appropriate agreement with the FMCDM results.
Keywords :
Fuzzy set theory , water consumption , Smartized house , Water supply management , Decision-making system
Journal title :
Journal of Geotechnical Geology
Serial Year :
2018
Record number :
2514265
Link To Document :
بازگشت