Web-based radio frequency identification facility management systems

Chien Ho Ko, Nang Fei Pan, Chuang Chun Chiou

研究成果: Article同行評審

17 引文 斯高帕斯(Scopus)

摘要

The operational life of a facility is extended through regular functional maintenance. The objective of this study is to enhance facility management efficiency using radio frequency identification (RFID) technology. A data management module is first developed to collect maintenance records. A statistical module is then established to graphically display the collected data. Maintenance activities are sequenced using a scheduling module to ensure that the facility functions normally. A forecast module is developed using fuzzy neural networks to avoid facility malfunction before the next maintenance. These four modules are integrated into a web-based RFID facility management system. System performance is validated using an actual building. Two RFID apparatuses are invented based on operational needs when implementing the developed system. The validation results show that integrating RFID technology with a web-based system, database, scheduling theory, artificial intelligence and enhancing apparatuses can improve facility maintenance efficiency. This study is one of the first researches providing a comprehensive solution for enhancing facility management efficiency.

原文English
頁(從 - 到)465-480
頁數16
期刊Structure and Infrastructure Engineering
9
發行號5
DOIs
出版狀態Published - 2013 五月

All Science Journal Classification (ASJC) codes

  • 土木與結構工程
  • 建築與營造
  • 安全、風險、可靠性和品質
  • 岩土工程與工程地質
  • 海洋工程
  • 機械工業

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