• Title/Summary/Keyword: Multiway PCA

Search Result 1, Processing Time 0.014 seconds

Development of a Monitoring System for Batch Gas Manufacturing Processes (회분식 가스 제조 공정용 실시간 감시 시스템의 개발)

  • Lee Young-Hak;Lee Don-Yong;Han Chong-hun
    • Journal of the Korean Institute of Gas
    • /
    • v.2 no.3
    • /
    • pp.54-59
    • /
    • 1998
  • As distributed control systems (DCS) and plant information systems (PIS) are introduced into gas industries, process monitoring systems based on process data have attracted significant interests. However, these technologies have not been fully due to strong nonlinearities of batch processes. The multiway principal component analysis, which has been recently developed, has solved these problems and has been widely used in the industries. However, the lack of statistical background of process operators has been one of major obstacles for maximum utilization of the technology This paper introduces a real time monitoring system for batch gas manufacturing processes that offers a variety of tools that operators can understand and use without serious difficulties. The proposed integrated system covers the whole spectrum of monitoring and diagnosis that include data collection, monitoring and diagnosis. The developed system has been verified to be very effective for monitoring and diagnosis using its application to the construction of monitoring system for a typical industrial batch reactor.

  • PDF