A BIM-Based Visual Warning Management System for Structural Health Monitoring Integrated with LSTM Network

Author(s):  
Gongyu Hou ◽  
Le Li ◽  
Zhedong Xu ◽  
Qinhuang Chen ◽  
Yijun Liu ◽  
...  
2015 ◽  
Vol 13 (4) ◽  
pp. 1090-1097 ◽  
Author(s):  
Adam Dreyton Ferreira dos Santos ◽  
Moises Felipe Mello da Silva ◽  
Claudomiro de Souza de Sales Junior ◽  
Marco Jose de Sousa ◽  
Cindy Stella Fernandes ◽  
...  

2012 ◽  
Vol 518 ◽  
pp. 137-153 ◽  
Author(s):  
M. Arnold ◽  
C.A. Featherston ◽  
Matthew R. Pearson ◽  
J. Lees ◽  
Aleksander Kural

Autonomous structural health monitoring systems with independent power sources and wireless sensor nodes are increasingly seen as the best solution for monitoring a diverse range of machines and structures including pumps, bridges and aircraft. Powering these systems using harvested energy from ambient sources provides an attractive alternative to the use of batteries which may be either inaccessible for routine maintenance or unsuitable (for example in aerospace applications). A number of techniques are currently being considered including harvesting energy from vibration and thermal gradients. Harvesting energy can however lead to a highly variable power supply in opposition to the requirements of a wireless sensor node which requires continuous standby power with an additional capacity for power peaks during transmission of data. A power management system with embedded energy storage is therefore necessary in order to match supply and demand. Due to the low levels of power harvested in a number of applications, an important factor in the design of such a system is its efficiency to ensure sufficient power reaches the sensor node. Based on the requirements for a simple power management system for thermoelectric power harvesting consisting of a rectifier, a DC/DC convertors and a battery, this paper first examines the possibilities in terms of basic components with a number of commercially available units tested and characterised. Potential designs for a management system incorporating these components are then discussed and a blueprint for an optimal system is suggested.


2014 ◽  
Vol 926-930 ◽  
pp. 545-549
Author(s):  
Yu Jie Li ◽  
Dong Wang ◽  
Lei Meng ◽  
Qiang Li ◽  
Xing Liu ◽  
...  

The important problem is structure safety of large bridges. Building the structural health monitoring analysis management system can effectively assurance the safety and reliability of bridge. It was introduce the development process of structural health monitoring analysis management system of cable-stayed bridge of line 5on BEIJING metro. It was focus on development requirements, design ideas, the warning alarm settings of system. The research achievements of this paper can offer some reference value for similar projects


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