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Optimal Sensor Placement for Rapid Detecting in Chemical Leak Accident

화학물질의 누출에서 빠른 감지를 위한 센서 배치 최적화

Cho, Jaehoon;Kim, Hyunseung;Kim, Taeok;Shin, Dongil
조재훈;김현승;김태옥;신동일

  • Received : 2016.03.17
  • Accepted : 2016.04.28
  • Published : 2016.04.30

Abstract

Nowadays, a number of sensors which are placed in industrial complex are monitoring areas involving chemical leak and other faults. However, even in the presence of the sensors, chemical leaks, sometimes involving huge amount of chemicals, continuously led to big losses in the industrial complex. In most industries, sensor installation has been performed using past experience or using senor manufacturers' guideline; which leads to poor performance of the installed sensor grid. Therefore, we investigate an optimal placement methodology of point sensors for rapid detention and response when chemical leaks happen. This research suggests a generalized formulation suitable for the optimized decision making of minimizing number of sensors to be placed and increasing the fraction of covered scenarios under assumption of negligible effect of other structures. The proposed method has been verified for suitable performance for simple leak scenario simulations, by achieving the safety objectives and guaranteeing safe process operations.

Keywords

sensor placement;optimization;chemical leak;mathematical modeling

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Acknowledgement

Grant : 유해화학물질 효과적 대응을 위한 방재기술연구

Supported by : 국민안전처