NDLI: Development of the intelligent dust chamber bag control system using Case-Based reasoning

Content Provider	IEEE Xplore Digital Library
Author	Jung-Sook Kim
Copyright Year	2010
Description	Author affiliation: Division of IT, Kimpo College 77 Gimpodaehakro, Wolgot-myun, Gimpo-si, Gyeonggi-do, Korea (Jung-Sook Kim)
Abstract	The phrase, 'convergence technology,' refers to the synergistic combination of conventional industry and IT (Information Technology) including advanced computing and communications. The growing recognition of the urgency to reduce risks and production costs is motivating the development of improvements in the traditional manufacturing industry using IT convergence. This paper describes the IT convergence application which is a combination of traditional dust chamber industry and the Internet, using Power Line Communication (PLC) and Case-Based Reasoning (CBR). At first, we developed a connection method between a differential pressure transmitter that is a sensor of the dust chamber and PLC modem. Also, we designed a message format to transmit the data from a PLC modem to a user and from a user to a PLC modem. The transmission data unit in the PLC modem is a byte and we defined the n-bytes message format. In addition to that, we developed object modeling, dust chamber modeling and event modeling, based on XML (extensible Markup Language) using the object-oriented modeling method. And we applied case-based reasoning to intelligently find the optimal exchange time for dust chamber bags. The experimental results on the developed system are also presented.
Starting Page	546
Ending Page	551
File Size	228333
Page Count	6
File Format	PDF
ISBN	9781424473847
e-ISBN	9781424473861
DOI	10.1109/ICICIS.2010.5534766
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-06-23
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Analog/digital converter Object oriented modeling Communication system control Control systems Manufacturing industries Programmable control Intelligent dust chamber bag control system Case-based reasoning! object modeling Communication industry XML Modems Computer industry IT convergence Electrical equipment industry
Content Type	Text
Resource Type	Article

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