TY - GEN
T1 - A real time flight deck safety monitoring system based on support vector machine
AU - Zhang, Zhaoguo
AU - Wang, Xiaoyun
AU - Zhao, Tingdi
PY - 2011
Y1 - 2011
N2 - In complex system, the safety incidents and accidents often result in a great loss of personnel and equipment. However, the traditional alarming system and applications might not capable to meet the requirements of system safety control. In engineering applications, the lack of accidents samples impacts the accuracy of predictions for potential accidents, how to use a small amount of observational data to assess the relationship between operation data and safety has become an important issue in prediction and assessment of system safety. Considering the lacking of incident samples during system operations, we purposed a system safety monitoring and trend predicting method based on support vector machine (SVM), established a system safety trend prediction model and processes, the case application verified the validity and accuracy of the method.
AB - In complex system, the safety incidents and accidents often result in a great loss of personnel and equipment. However, the traditional alarming system and applications might not capable to meet the requirements of system safety control. In engineering applications, the lack of accidents samples impacts the accuracy of predictions for potential accidents, how to use a small amount of observational data to assess the relationship between operation data and safety has become an important issue in prediction and assessment of system safety. Considering the lacking of incident samples during system operations, we purposed a system safety monitoring and trend predicting method based on support vector machine (SVM), established a system safety trend prediction model and processes, the case application verified the validity and accuracy of the method.
KW - Deck Foul
KW - Safety
KW - Safety Monitoring
KW - Support Vector Machine (SVM)
UR - https://www.scopus.com/pages/publications/80052493771
U2 - 10.1109/ICRMS.2011.5979348
DO - 10.1109/ICRMS.2011.5979348
M3 - 会议稿件
AN - SCOPUS:80052493771
SN - 9781612846644
T3 - ICRMS'2011 - Safety First, Reliability Primary: Proceedings of 2011 9th International Conference on Reliability, Maintainability and Safety
SP - 481
EP - 486
BT - ICRMS'2011 - Safety First, Reliability Primary
T2 - 2011 9th International Conference on Reliability, Maintainability and Safety: Safety First, Reliability Primary, ICRMS'2011
Y2 - 12 June 2011 through 15 June 2011
ER -