研究用于行人分类保护的活性能量吸收装置的设计方法
Kaibo Yan1,2, Yang Shu1, Sisi Lu1,2
1School of Mechanotronics & Vehicle Engineering, Chongqing Jiaotong University, Chongqing, China.
Traffic injury prevention
|June 3, 2025
概括
一个新的分类保护安全气囊系统准确地识别行人,并动态调整部署,以保护成人和儿童在车辆碰撞中免受严重头部伤害.
科学领域:
- 汽车安全工程 汽车安全工程
- 生物机械伤害分析
- 人工智能在车辆安全中的作用
背景情况:
- 智能驾驶系统可以减少但不能消除行人与车辆碰撞的风险.
- 现有的安全气囊由于生理差异,不能充分保护成人和儿童行人.
- 脆弱的道路使用者,特别是行人,需要有针对性的安全干预措施.
研究的目的:
- 开发一个分类保护安全气囊系统,以提高行人安全.
- 根据行人分类 (成年人与儿童) 来动态调整安全气囊部署.
- 提高在碰撞中减轻行人头部伤害.
主要方法:
- 建立了一个行人与车辆碰撞的数值模拟模型.
- 设计和评估了使用有限元分析进行分类保护的安全气囊系统.
- 改进了YOLOv5行人检测模型,用于准确识别成人和儿童.
主要成果:
- 改进的YOLOv5模型显著提高了成人和儿童识别的精度,回忆和平均精度.
- 对于成年人来说,安全气囊系统的分类保护有效地降低了高峰加速率高达61.7%,HIC值高达63.4%.
- 该系统在儿童中降低了高达53.2%的峰值加速度和高达31.4%的HIC值,性能优于一般安全气囊.
结论:
- 开发的活性能量吸收装置为行人提供了机密保护.
- 这种自适应式安全气囊系统显示出减少行人头部伤害的巨大潜力.
- 这些发现为未来设计先进的行人保护系统提供了宝贵的见解.
相关概念视频
Activation Energy
86.6K
Activation energy is the minimum amount of energy necessary for a chemical reaction to move forward. The higher the activation energy, the slower the rate of the reaction. However, adding heat to the reaction will increase the rate, since it causes molecules to move faster and increase the likelihood that molecules will collide. The collision and breaking of bonds represents the uphill phase of a reaction and generates the transition state. The transition state is an unstable high-energy state...
86.6K
Chromatographic Methods: Classification
3.9K
Chromatographic techniques are classified in three ways: the classification is based on the physical state of the stationary and mobile phases, how the mobile phase and the stationary phase contact each other, or through the chemical or physical processes that isolate the components of the sample. Typically, the mobile phase is either a liquid or gas, while the stationary phase is either a solid or a liquid layer applied to a solid surface.
Chromatographic techniques are typically named by...
Chromatographic techniques are typically named by...
3.9K
Methods of Classification and Identification
1.2K
Bacterial identification relies on a diverse array of techniques to classify and understand microorganisms, each tailored to uncover specific characteristics. Traditional morphological approaches, while still valuable, are limited for closely related or structurally simple organisms. Modern methods integrate biochemical, serological, genetic, and advanced molecular tools to achieve greater accuracy.Morphological and Biochemical TechniquesMorphological characteristics, such as cell shape and...
1.2K
Bond Dissociation Energy and Activation Energy
11.1K
Bond energy is the energy required to break a bond homolytically. These values are usually expressed in units of kcal/mol or kJ/mol and are referred to as bond dissociation energies when given for specific bonds or average bond energies when indicated for a given type of bond over many compounds. Firstly, the bond dissociation energy for a single bond is weaker than that of a double bond, which in turn is weaker than that of a triple bond. Secondly, hydrogen forms relatively strong bonds with...
11.1K
Enzymes and Activation Energy
23.6K
The activation energy (or free energy of activation), abbreviated as Ea, is the small amount of energy input necessary for all chemical reactions to occur. During chemical reactions, certain chemical bonds break, and new ones form. For example, when a glucose molecule breaks down, bonds between the molecule's carbon atoms break. Since these are energy-storing bonds, they release energy when broken. However, the molecule must be somewhat contorted to get into a state that allows the bonds to...
23.6K
Light as Energy
95.9K
The energy required to carry out photosynthesis is light— typically electromagnetic radiation from the sun. The range of all possible wavelengths is known as the electromagnetic spectrum.
Photons
A photon is a discrete electromagnetic particle or bundle of energy. Photons are characterized by their frequency, wavelength, and amplitude, similar to the properties of a wave. Waves with higher frequencies transmit more energy and have shorter wavelengths than longer wavelengths that transmit...
Photons
A photon is a discrete electromagnetic particle or bundle of energy. Photons are characterized by their frequency, wavelength, and amplitude, similar to the properties of a wave. Waves with higher frequencies transmit more energy and have shorter wavelengths than longer wavelengths that transmit...
95.9K


