Weike Duanmu’s scientific contributions

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Publications (4)


Feature extraction of natural gas leakage for an intelligent warning model: A data-driven analysis and modeling
  • Article

April 2023

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19 Reads

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6 Citations

Process Safety and Environmental Protection

Zhengshe Kang

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Xinming Qian

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Large-scale experimental investigation of the effects of gas explosions in underdrains

April 2021

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51 Reads

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11 Citations

Journal of Safety Science and Resilience

This study involved the construction and explosion of a large-scale (80-meter-long) underdrain and detailed investigations of the damaging impacts of a gas explosion to provide an experimental foundation for similarity modeling and infrastructural designs. The experiment vividly recreated the scene and explosion damage of the “11.22” explosion accident in Qingdao, China, thus allowing for evaluations of the movements and destruction of the cover plates. The damage mechanism was determined by analyzing the overpressure curves inside and outside the underground canal. It was determined that the cover plates were first lifted by the precursor wave, which induced a maximum overpressure of 0.06 MPa and resulted in explosion venting. The pressure entered the deflagration stage at the end of the explosion. The combustion wave overpressure reached 3.115 MPa close to the initiation point, and had a significant influence on the projectile energy of the cover plates there. Overall, 64% of the cover plates were only affected by the precursor wave, while 36% of the cover plates were subjected to both the precursor wave and the combustion wave; these cover plates were severely damaged. The results of this study provide fundamental insights relevant to the prevention and control of underdrain gas explosions.


Quantitative evaluation of explosion consequences in urban underground drainage

February 2021

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41 Reads

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9 Citations

Tunnelling and Underground Space Technology

The leaked gas from urban pipelines can easily spread to adjacent underground spaces and cause dangerous explosion accidents, therefore it is crucial to accurately identify underground spaces with high explosion consequences quantitatively, which is the key link to carry out the underground space explosion risk assessment. This paper proposes a method to quantitatively estimate the consequences of the urban underground drainage explosions. The method is established based on a large-scale underground explosion experiment and consists of several damage indicators as well as correction factors. The effects of fragments after the gas explosion, overpressure, and ground vibration post-explosion on nearby residents, infrastructures, and buried pipelines are quantitatively investigated through experimental results and theoretical analysis. The social impact and rescue force distribution affected by the explosion are assessed. A case study was generated in urban area which showed that this method is practicable. The results presented here may provide sound theoretical guidance for urban pipeline risk assessment and explosion hazard control.


Optimization monitoring distribution method for gas pipeline leakage detection in underground spaces

October 2020

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63 Reads

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24 Citations

Tunnelling and Underground Space Technology

Gas leakage from buried gas pipelines in urban areas can lead to accidents involving fire and explosion when the gas gets concentrated into the adjacent underground spaces. Determining monitoring points for the gas leakage in the underground spaces can prevent the initiation of fire and explosion. In this regard, this study proposes an optimized distribution model which relies on risk prediction. It maps the fire and explosion risk in the underground spaces to the discrete target pipeline based on the effect predicted by the monitoring sensors. Moreover, the total risk in this system is calculated through the micro-element method to design an effective distribution optimization strategy. A case study is conducted to illustrate the effectiveness of the new approach and compare it with the risk-based distribution method and effective monitoring length method. The results show that determining the optimized distribution plan is difficult using the risk-based distribution method and effective monitoring length method because these methods may determine a large number of monitoring points or cannot determine the specific location of the monitoring point. The proposed optimization model enables to derive the relationship between the number of distribution points and the risk in the system. For the same number of monitoring points, the rate of risk control in the system of the proposed model is twice that of the conventional model. As the number of monitoring points decreases, the monitoring cost for the prevention of fire and explosion would be largely reduced.

Citations (4)


... Research on gas leak detection based on deep learning and infrared imaging is still exploratory [27,28] and has limited practical applications. On the one hand, gas leaks often exhibit characteristics such as non-rigidity, sparsity, and slow flow, with less obvious representative features [29]. On the other hand, most current research is conducted in specific and simple scenarios, whereas real-world gas leak areas often present complex scene characteristics. ...

Reference:

Multi-scale receptive field grouped and split attention network for real-time detection of hazardous chemical gas leaks in infrared images
Feature extraction of natural gas leakage for an intelligent warning model: A data-driven analysis and modeling
  • Citing Article
  • April 2023

Process Safety and Environmental Protection

... Gas explosions in tunnel-like spaces have been extensively studied through both experimental and numerical methods. Hou et al. (2021) designed a 1:5 scale test based on the Qingdao explosion accident in a "Y" shape tunnel to explore the overpressure characteristics and tunnel cover damage mechanism.This test was carried out in an experimental tunnel with a total length of 80 m, a width of 1.6 m, and a depth of 0.6 m. B Meng et al., 2020;C Meng et al., 2021) conducted a series of tests in an experimental tunnel with lengths of 10 to 20 m, and cross-sectional dimensions of 1.6 m × 0.6 m to explore the gas explosion loads and tunnel cover response. ...

Large-scale experimental investigation of the effects of gas explosions in underdrains
  • Citing Article
  • April 2021

Journal of Safety Science and Resilience

... In modern urban plan and design, the application of underground space has gradually become an important way to solve urbanization problems [1][2][3] . However, when an explosion occurs in an underground space building, the flow field of the blast shock wave is far more complex than the free field 4 , which poses a great threat to the safety of facilities and personnel in the underground protective structure 5,6 . At the same time, underground spaces usually lack natural ventilation, which leads to problems such as bad air quality and increased temperature, seriously affecting the comfort and safety of personnel and the normal function of equipment inside underground spaces 7,8 . ...

Quantitative evaluation of explosion consequences in urban underground drainage
  • Citing Article
  • February 2021

Tunnelling and Underground Space Technology

... To date, most SHM systems use sensors to conduct monitoring of certain parameters (such as environmental temperature, wind speed or acceleration, strain, and displacement) at a certain point [19]. With the rapid development of modern radar/image observation and machine vision technologies [20][21][22][23][24][25], observation targets do not have to be fixed to a specific point but arbitrary area, and significant progress has been made in techniques for detecting fine-grained regional effects (including structural responses and apparent/internal faults) and evaluating structure states based on multi-source observation data [26][27][28][29][30][31]. For a SHM system only including the mode of point observation, if relevant practitioners lacking professional knowledge or long-term experience in structural engineering, a monitoring strategy must be used that has many sensors of various types to effectively capture the spatial distribution characteristics of various actions (i.e., inputs of the structural system) and effects (i.e., outputs of the structural system) of infrastructure [32]. ...

Optimization monitoring distribution method for gas pipeline leakage detection in underground spaces
  • Citing Article
  • October 2020

Tunnelling and Underground Space Technology