The Development of VOC Measurement System Uging PCA & ANN

PCA와 ANN을 이용한 VOC 측정기기 개발

  • 이장훈 (호서대학교 환경안전공학부) ;
  • 권혁구 (호서대학교 환경안전공학부) ;
  • 박승호 (호서대학교 환경안전공학부) ;
  • 김동진 (호서대학교 전기정보통신공학부) ;
  • 홍철호 (호서대학교 전기정보통신공학부)
  • Published : 2004.06.01

Abstract

Air quality monitoring is a primary activity for industrial and social environment. The government identifies the pollutants that each industry must monitor. Especially, the VOCs (Volatile Organic Compounds), which are very harmful to human body and environment atmosphere, should be controlled under the government policy. However, the VOCs, which have not been confirmed in emission sources are very difficult to monitor. It is needed to develop the monitoring system that allow the continuous and in situ measurement of VOCs mixture in different environmental matrices. Gas chromatography and mass spectrometry are the most prevalent current techniques among those available for the analysis of VOCs. But, they need a large size analytical instrument, which costs a great deal for purchase and operation. In addition, it has some limitations for realtime environmental monitoring such as location problems and slow processing time. Recently, several companies have commercialized a portable VOCs measurement systems, which cannot classify various kinds of VOCs but total quantities. We have developed a VOCs measurement system, which recognizes various kinds and quantities of VOCs, such as benzene, toluene, and xylene (BTX). Also, it can be used as a stand- alone type and/or fixed type in the vehicle with rack for real -time environmental monitoring.

Keywords

References

  1. 국내 VOC관리의 현황과 문제점, 한국대기보전학회 측정분석분과회 워크샵, 1997
  2. 생산기술연구원, 대기오염 자동측정기의 이론과 실무, 2000
  3. 최한영, 실내 환경 측정분석, 동화기술, 2001
  4. 휘발성유기화합물의 측정기술, 한국대기보전학회 측정분석분과회기술 강습회, 1998
  5. Andrew D Back and Andreas S. Weigend Application of Independent Component Analysis to Extracting Struc-ture from Stock Returns, 2001
  6. Michael T. Health Scientific Computing An introductory Survey, 2000
  7. U.S EPA. Determination of VOCs in Ambient air using Active Sampling to Sorbent Tube, 1999
  8. U.S EPA. Sampling of Principal Organic Harzardous Constituents from Combustion Source using Tedlar Bags, 2000
  9. U.S EPA. Volatile Organic Compounds by Gas Chromato-gram and GC/MS, 2001