Browse > Article
http://dx.doi.org/10.9708/jksci.2011.16.6.031

Design and Implementation of Fuzzy Agent Based On the Early Warning Method  

Lee, Hyeong-Il (Dept. of Internet Information, Kimpo College)
Choi, Hak-Yun (Dept. of Information Telecommunication, Kimpo College)
Abstract
In order to maintain clean environment in an interior space and an enclosed cattle pen, we have to measure and control environmental factors which are temperature, humidity and CO2, CH4 and so on. Although the measured values are within the normal range, those are increased or decreased sharply by the feces or environmental impacts. In order to take early an appropriate action, we propose an early warning method(EWarM) in this paper, which can recognize the rapidly changing time for the increasing or decreasing rate of the measured values. In addition, we developed fuzzy control system based on an EWarM. We verified that this system based on an EWarM is used for eliminating that impacts through performance evaluation in a variety of environmental situations.
Keywords
ZigBee; Intelligent Agent; Fuzzy Control; Similarity;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
연도 인용수 순위
1 Kwang-Baek Kim, Jae-Hyun Cho, "Recognition System of Car License Plate using Fuzzy Neural Networks," Journal of the Korea Society of Computer and Information, v.12, no.5, pp.313-319, 2007.
2 Dae-Hee Ryu, Se-Yul Lee, Hyeock-Jin Kim, Young-Deog Song, "Anomaly Detection Mechanism based on the Session Patterns and Fuzzy Cognitive Maps ," Journal of the Korea Society of Computer and Information, v.10, no.6, pp.9-16, 2005
3 Ata Elahi, Adam Gschwender, "ZigBee Wireless Sensor and Control Network," Prentice Hall, pp.40-42, Oct 29, 2009.
4 IETF CoRE Working Group, http://tools.ietf.org/wg/core
5 ZigBee, Alliance http://www.zigbee.org/
6 Jung-Hoon Park, Joong-Min Choi, "A Method of Efficient Task Execution by Integrating Plan Rules in Multi-Agent Systems,", Journal of KISS:Software and Applications Vol 27. Issue 8, pp. 834 - 845 , 2000
7 W. Pedrycz, "Fuzzy Control and Fuzzy Systems," Research Studies Press (RSP) ltd, England, 1989
8 IETF ROLL Working Group, http://tools.ietf.org/wg/roll
9 Kyoung-Sik Cho, Ja-Young Koo, "An Improved Object Detection Method using Hausdorff Distance Modified by Local Pattern Similarity," Journal of the Korea Society of Computer and Information, v.12, no.6, pp.147-152, 2007
10 Seunghwan Kim, Jinkyun Park, Sangyong Han, "Anomaly Detection Mechanism based on the Session Patterns and Fuzzy Cogn it ive Maps," Journal of the Korea Society of Computer and Information, v.15, no.9, pp.165-172, 2010   DOI
11 Young-Woon Woo, Soo-Jong Lee, Kwang-Baek Kim, "Controlling of Dam Gates with Outflow Control by Dynamic Fuzzy Inference," Journal of the Korea Society of Computer and Information, v.13, no.7, pp.75-82, 2008
12 HART, Communication http://www.hartcomm.org
13 ISA 100, Wireless Systems for Automation http://www.isa.org/isa100
14 Andreas Andersson, Mattias Thoren. "ZigBee: A suitable base for embedded wireless development[D]," Sweden: Chalmers University of Technology, 2004.
15 F. Essannouni, R. Oulad. Haj. Thami, A. Salam, and D. Aboutajdine. "A new fast full search block matching algorithm using frequency domain," ISSPA'05, Sydney, Australia, August 28 - 31 2005.
16 Hee-chul Kwon, Jung-sang Yoo, "Fuzzy Inference System Architecture for Customer Satisfaction Service," Journal of the Korea Society of Computer and Information, v.15, no.1, pp.219-226, 2010   DOI   ScienceOn
17 IETF 6LoWPAN Working Group, http://tools.ietf.org/wg/6lowpan
18 Dong-Il Chang, Soung-Rai Kim, Hong-Hee Chang, "Design of Environment Control and Automated Management Systems for Animal Production : A Review" Journal of Livestock Housing and Environment , v. 1(1), pp. 21-38, 1995.
19 Chung-Tae Sang, Min-Young Bong, Moon-Gyeong Kyu, "Temperature Control of Greenhouse Using Ventilation Window Adjustments by a Fuzzy Algorithm ," Journal of Bio-Environment Control , v. 10(1), pp. 42-49, 2001.