Study on Dangerous Signal Mining of Dangerous Goods Transport Vehicles
نویسندگان
چکیده
Dangerous signal mining method of dangerous goods transport vehicles and how to improve the accuracy of the mining are studied in the paper. There are many dangerous conditions such as high temperature, high pressure and other dangerous condition caused by the influence of the external factors such as friction in the transportation process of dangerous goods. If people can discover these dangerous condition signals as soon as possible, they can deal with them as soon as possible, which can effectively reduce the transport accidents and loss. The dangerous condition signals change as the interference of different nonlinear random mutation is present. The traditional signal mining methods have not a good solution to properly capture abnormal signal nonlinear changes, which causing flammable signal detection in the transport of dangerous goods inaccurate. The paper proposes a dangerous signal mining model based on the characteristics association mining algorithm for dangerous goods transport vehicles. First, the paper studies Cluster analysis theory and present the model for dangerous signal mining for dangerous goods transport vehicles. Second, the paper present wavelet transform model for the data extraction from transport vehicle status signal feature, and present a new mining model based the characteristics association data mining algorithm for dangerous signal mining, which can improve the accuracy of the mining. Finally, the experiment was done and shown that the new mining model for dangerous goods transport vehicles dangerous signal mining, can greatly improve the accuracy of the excavation.
منابع مشابه
Modeling and prediction of environmental consequences of methanol as the most dangerous goods in ports (Case Study: Bandar Imam Khomeini)
Introduction: The accidents involving the transport of hazardous goods in ports have always been one of the human and environmental threats. The purpose of this research is to study the consequences of incidents involving dangerous goods by modeling and prediction of catastrophic consequences of these goods using the Software valid of management, so in addition to the affected area of the vario...
متن کاملSafety Assessment of Dangerous Goods Transport Enterprise Based on the Relative Entropy Aggregation in Group Decision Making Model
Safety of dangerous goods transport is directly related to the operation safety of dangerous goods transport enterprise. Aiming at the problem of the high accident rate and large harm in dangerous goods logistics transportation, this paper took the group decision making problem based on integration and coordination thought into a multiagent multiobjective group decision making problem; a second...
متن کاملVideo Detection of Dangerous Goods Vehicles in Road Tunnels
We present a solution for the automatic detection and classification of dangerous goods on trucks. Dangerous goods are labeled by an orange dangerous goods plate and/or a dangerous goods symbol sign. The acquisition system consists of a camera and dedicated illumination setup. A computer vision system processes the images by localizing and reading the dangerous goods number. The proposed system...
متن کاملAn Assessment of Tank Truck Roll Stability
Transport Canada’s Dangerous Goods Directorate (TDG) data base of crashes involving a vehicle carrying dangerous goods shows 810 rollovers in 1,874 reported crashes from 1990 to 1998, and 83% of these involved highway tank trucks. TDG is therefore considering approaches to improve the rollover stability of tank trucks used for highway transportation of dangerous goods. TDG asked the Centre for ...
متن کاملHazardous Materials: Harmonization with the United Nations Recommendations, International Maritime Dangerous Goods Code, and the International Civil Aviation Organization Technical Instructions for the Safe Transport of Dangerous Goods by Air
SUMMARY: PHMSA is amending the Hazardous Materials Regulations to maintain alignment with international standards by incorporating various amendments, including changes to proper shipping names, hazard classes, packing groups, special provisions, packaging authorizations, air transport limited quantities, and vessel stowage requirements. These revisions are necessary to harmonize the Hazardous ...
متن کامل