Monte Carlo 방법을 이용한 충돌 판별 알고리즘의 신뢰성 평가

Evaluation of the Reliability of Crash Discrimination Algorithms by using the Monte Carlo Method

  • 김영학 (서강대학교 기계공학과 대학원) ;
  • 정현용 (서강대학교 기계공학과)
  • 발행 : 2001.07.01

초록

The Monte Carlo method was used to evaluate the reliability of crash discrimination algorithms. Through the Fast Fourier Transformation, crash pulses obtained during frontal crash tests of a mini van and a sports utility vehicle were transformed to signals in the frequency domain, and the signals were divided into basic signals and changeable signals. The changeable signals were modified through random generation, and they were combined with the basic signals. Then, the combined signals were transferred back to the time domain. In this way numerous crash pulses could be generated. For the generated pulses, crash discrimination algorithms were evaluated by examining whether they did not result in air bag deployment for the pulses requiring no air bag deployment and whether they resulted in time-to-fires faster than required time-to-fires for the pulses requiring air bag deployment. The crash discrimination algorithm in which the absolute value of the deceleration change multiplied by the velocity change or the summation of the absolute value of the deceleration change was used as a metric was Proven to be highly reliable.

키워드

참고문헌

  1. NHTSA Docket No.NHTSA 00-7013; Notice 1
  2. NHTSA Docket No.NHTSA 99-4405; Notice 1
  3. JPL Final Report Advanced Air Bag Technology Assessment
  4. SAE 920478 Power-Rate Crash Sensing Method for Safely Device Actaution J.L.Allen
  5. SAE 920479 A Predictive Based Algorithm for Actuation of an Airbag T.Gioutsos
  6. SAE 940624 Electronic Crash Sensing Unit for Airbag J.Kanamoto;M.Miyamori;K.Jinno;M.Hirao
  7. 한국자동차학회 논문집 98134 전자식 에어백 제어 장치의 충돌 판별 알고리즘 벅서욱;전만철
  8. SAE 920480 Automobile Crash Modeling and the Monte Carlo Method M.A.Piskie;T.Gloutsos
  9. SAE 932911 Tradeoffs and Testing for Frontal Crash Sensing Systems T.Gioutsos;E.Gillis
  10. FISITA New Crash Ciscrimination Algorithms and Locations of Acelerometers H.Y.Jeong;Y.H.Kim
  11. 한국자동차학회 논문집 v.8 no.6 새로운 충돌판별 알고리즘과 가속도 센서의 위치 정현용;김영학
  12. Journal of Automobile Engineering New Algorithm and Accelerometer Locations for Formal Crash Discrimination H.Y.Jeong;Y.H.Kim