Modeling of Wildfire Digital Twin: Research Progress in Detection, Simulation, and Prediction Techniques DOI Creative Commons
Yuting Huang, Jianwei Li, Huiru Zheng

и другие.

Fire, Год журнала: 2024, Номер 7(11), С. 412 - 412

Опубликована: Ноя. 12, 2024

Wildfires occur frequently in various regions of the world, causing serious damage to natural and human resources. Traditional wildfire prevention management methods are often hampered by monitoring challenges low efficiency. Digital twin technology, as a highly integrated virtual simulation model, shows great potential prevention. At same time, virtual–reality combination digital technology can provide new solutions for management. This paper summarizes key technologies required establish system, focusing on technical requirements research progress fire detection, simulation, prediction. also proposes (WFDT) which integrates real-time data computational simulations replicate predict behavior. The synthesis these techniques within framework offers comprehensive approach management, providing critical insights decision-makers mitigate risks improve emergency response strategies.

Язык: Английский

Real-time forecast of tunnel fire scenario and hazard based on external smoke images DOI

Jiaqi Cheng,

Yang Nie,

Saihua Jiang

и другие.

Tunnelling and Underground Space Technology, Год журнала: 2025, Номер 158, С. 106377 - 106377

Опубликована: Янв. 18, 2025

Язык: Английский

Процитировано

1
Research on Transient Analysis Method for the Thermal-Fluid-Mechanical Coupling of Steel Pipelines under Natural Gas Jet Flame DOI
Tengjiao He, Xiao-Quan Wu, Kexi Liao

и другие.

Journal of Pipeline Systems Engineering and Practice, Год журнала: 2025, Номер 16(3)

Опубликована: Март 18, 2025

Язык: Английский

Процитировано

0
Size scale effect on mass burning flux and flame behavior of solid fuels DOI Creative Commons
Peiyi Sun, Tianhang Zhang, Xinyan Huang

и другие.

Journal of Thermal Analysis and Calorimetry, Год журнала: 2024, Номер 149(17), С. 9575 - 9586

Опубликована: Авг. 20, 2024

Abstract The study investigates the horizontal fuel size effect on free-burning fires for PMMA plates and wood cribs. mass burning flux flame behavior is mainly discussed compared with typical pool fires. For plate liquid pool, when small (< 10 cm), either 3D sidewall of or container wall heated by can promote at projection area. As increases, these side heating effects decrease, causing drop in scale both pool. small-scale cribs, fire cannot self-sustain due to large airflow cooling. With increase crib size, rate first remains constant then gradually driven enhanced internal radiation. increases above 20–30 cm, radiation dominates all types. Fire dynamics simulator (FDS) was adopted simulate setting a varied source (horizontal projection) First, geometry heat release (HRR) simulations were validated against experimental results. Subsequently, model generates cases covering broad range scales. Finally, new correlation height proposed, its prediction capability numerical modeling. This quantifies common solid fuels provides valuable information modeling multi-scale

Язык: Английский

Процитировано

2
Hydraulic modeling of slag cover surface in top-blown molten bath smelting processes assisted by machine learning DOI
Kai Yang, Bo Yu, Jianxin Pan

и другие.

Physics of Fluids, Год журнала: 2024, Номер 36(10)

Опубликована: Окт. 1, 2024

Variation of the slag cover surface (SCS) in oxygen-enriched top-blown molten bath smelting process is critical for efficiency a complex Cu–S concentrate. However, capturing these variation characteristics difficult because high temperature inside and dynamic complexity process. In this work, machine learning (i.e., U-net algorithm support vector machine) combined with skillful hydraulic model gas–liquid two-phase agitated vessel) an experimental measurement strategy to quantitatively explore SCS Results showed that minimum 30 images, smallest size being 900 × 600 pixels, was sufficient training The data accuracy procedure ranged from 93.20% 96.23% identifying at laboratory scale. highest average height 2.23 cm occurred under operational condition, flow rate 160 L/h, liquid 60 °C, depth 0.4 m. chaotic systems industry were deterministic. It found proposed could be used accurately identify vessel. industrial roughly grasped by magnifying obtained laboratory. Quantification useful increase This also provides insights multiphase measurements other studies related efficient utilization concentrates.

Язык: Английский

Процитировано

0
Modeling of Wildfire Digital Twin: Research Progress in Detection, Simulation, and Prediction Techniques DOI Creative Commons
Yuting Huang, Jianwei Li, Huiru Zheng

и другие.

Fire, Год журнала: 2024, Номер 7(11), С. 412 - 412

Опубликована: Ноя. 12, 2024

Wildfires occur frequently in various regions of the world, causing serious damage to natural and human resources. Traditional wildfire prevention management methods are often hampered by monitoring challenges low efficiency. Digital twin technology, as a highly integrated virtual simulation model, shows great potential prevention. At same time, virtual–reality combination digital technology can provide new solutions for management. This paper summarizes key technologies required establish system, focusing on technical requirements research progress fire detection, simulation, prediction. also proposes (WFDT) which integrates real-time data computational simulations replicate predict behavior. The synthesis these techniques within framework offers comprehensive approach management, providing critical insights decision-makers mitigate risks improve emergency response strategies.

Язык: Английский

Процитировано

0