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A monitoring method for space-time loads of bridge vehicles

A vehicle load and vehicle technology, which is applied in image enhancement, instrumentation, television, etc., can solve the problems of incomplete acquisition of vehicle dynamic load and inability to obtain vehicle spatial position changes, etc., to achieve tracking capture, vehicle tracking, and high precision Effect

Active Publication Date: 2021-11-09
TONGJI UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, because the vehicle load is a dynamic load, the current methods can only achieve single-point and single-section sampling, and cannot obtain the spatial position changes of the vehicle during the driving process on the bridge deck, resulting in incomplete acquisition of the vehicle dynamic load.

Method used

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  • A monitoring method for space-time loads of bridge vehicles
  • A monitoring method for space-time loads of bridge vehicles
  • A monitoring method for space-time loads of bridge vehicles

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0051] Such as figure 1 As shown, this embodiment provides a method for monitoring space-time loads of bridge vehicles, including the following steps:

[0052] Install a dynamic weighing system and a vision system on the bridge, and synchronize the time stamps of the two. The dynamic weighing system is used to detect vehicle loads, and the vision system is used to detect vehicles in the bridge;

[0053] Construct a panoramic view of bridge deck vehicles based on the vision system;

[0054] Use the pre-built and trained vehicle detection model to recognize the position of the vehicle in the nth frame of the bridge deck vehicle panorama acquired by the vision system in real time, and obtain the detection frame of the vehicle;

[0055] Through the preset improved Kalman filter model, according to the image frame before the nth frame of the bridge deck vehicle panorama in real time, predict the prediction frame of the corresponding vehicle in the nth frame of the bridge deck vehicl...

Embodiment approach

[0082] As a preferred implementation, the acquisition of vehicle space-time loads includes:

[0083] Taking the time passing through the dynamic weighing system and the lane passing through the dynamic weighing system as an index, the vehicle information acquired by the weighing system is reordered;

[0084] Taking the time passing through the dynamic weighing system and the lane passing through the dynamic weighing system as indexes, the vehicle information acquired by the vision system is reordered; the time passing through the dynamic weighing system and the lane passing through the dynamic weighing system are indexed by the dynamic weighing system Heavy system acquisition;

[0085] Compare and match the vehicle information obtained by the two systems one by one. Vehicles that only appear in one of the dynamic weighing system and the vision system are regarded as wrongly detected vehicles, and are deleted, and the information of the matching vehicle is retained, including l...

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Abstract

The invention relates to a method for monitoring space-time loads of bridge vehicles, comprising: installing a dynamic weighing system and a vision system on the bridge, and synchronizing the time stamps of the two; constructing a panorama of vehicles on the bridge deck according to the vision system; using a vehicle detection model, real-time Identify the position of the vehicle in the nth frame of bridge deck vehicle panorama acquired by the vision system, and obtain the detection frame of the vehicle; through the preset improved Kalman filter model, based on the image frame before the nth frame of bridge deck vehicle panorama in real time, predict The prediction frame of the corresponding vehicle in the nth frame of bridge deck vehicle panorama, and match the prediction frame with the detection frame of the corresponding vehicle to obtain or update the vehicle trajectory information; obtain the vehicle load information according to the dynamic weighing system, and use the vehicle load information Carry out simultaneous matching with vehicle track information on the same lane to realize the monitoring of vehicle space-time load. Compared with the prior art, the present invention simultaneously considers the load of the vehicle and the spatial position change, and has complete information and high precision.

Description

technical field [0001] The invention relates to the field of bridge monitoring, in particular to a method for monitoring the space-time load of bridge vehicles. Background technique [0002] Acquisition technology of bridge vehicle load is one of the important issues in the field of bridge maintenance. Accurate acquisition of vehicle load is very important for bridge operation management and performance evaluation. [0003] At present, the commonly used bridge vehicle load data collection methods include: specification-based vehicle load setting, on-site manual investigation, dynamic weighing system, bridge weighing technology, etc. However, because the vehicle load is a dynamic load, these current methods can only achieve single-point and single-section sampling, and cannot obtain the spatial position changes of the vehicle during the driving process on the bridge deck, resulting in incomplete acquisition of vehicle dynamic load. Contents of the invention [0004] The ob...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01G19/03G01G23/00H04N7/18G06F16/51G06F16/58G06F16/583G06K9/00G06K9/32G06K9/62G06T7/277
CPCG01G19/03G01G23/00H04N7/181G06T7/277G06F16/51G06F16/583G06F16/5866G06T2207/10016G06T2207/30252G06T2207/30256G06T2207/30232G06V20/54G06V20/588G06V10/25G06V2201/08G06F18/2431
Inventor 潘玥陈艾荣王达磊董一庆马云龙顾振雄吉煜鹏庄骁磊
Owner TONGJI UNIV