概括
这项研究引入了一种使用多光谱成像和粒子群优化-K-媒介 (PSO-K-媒介) 聚类的新方法,以准确测量固体推进剂火焰温度和辐射率.
科学领域:
- 燃烧科学 燃烧科学
- 光学诊断器的光学诊断系统
- 材料科学 材料科学 材料科学
背景情况:
- 精确测量固体推进剂燃烧参数对于性能评估和配方优化至关重要.
- 热电偶等传统方法在恶劣的燃烧环境中存在局限性.
- 多光谱成像提供了一种非侵入性的方法来捕获火焰特征.
研究的目的:
- 开发和验证一种使用多光谱成像测量固体推进剂火焰温度和辐射率的新方法.
- 应用一个粒子群优化-K-means (PSO-K-means) 聚类算法来进行增强的火焰分析.
- 分析不同固体推进剂配方的燃烧参数分布.
主要方法:
- 使用多光谱成像来捕获火焰数据.
- 采用粒子群优化-K-媒介 (PSO-K-媒介) 聚类以根据辐射特征分割火焰区域.
- 在选定的频段开发了光谱拟合方法,以确定温度和辐射率.
- 通过对-热电偶测量验证了该方法.
主要成果:
- 据测量,火焰的温度在1700-2100K之间.
- 发现火焰发射率在0.1-0.5.5之间.
- 与热电偶测量相比,多光谱成像温度计显示相对偏差小于5%.
- 对于不同的推进剂配方,观察到不同的燃烧参数分布.
结论:
- 拟议的多光谱成像方法,通过PSO-K-means集群优化,提供了准确可靠的测量固体推进剂火焰温度和辐射率.
- 这种技术为优化固体推进剂配方和了解燃烧行为提供了有价值的数据.
- 非侵入性和高精度使其适用于先进的燃烧诊断.
更多相关视频
相关概念视频
Flame Photometry: Overview
490
Flame photometry, also known as flame emission spectrometry, is a technique used for the qualitative and quantitative analysis of elements present in a sample using a flame as the source of excitation energy. The concept of flame photometry was realized in the early 1860s by Kirchhoff and Bunsen, who discovered that specific elements emit characteristic radiation when excited in flames. The first instrument developed for this purpose was used to measure sodium (Na) in plant ash using a Bunsen...
490
Flame Photometry: Lab
216
In a flame photometer, when a solution like potassium chloride is aspirated into the flame, the solvent evaporates, leaving behind dehydrated salt. This salt dissociates into free gaseous atoms in their ground state. Some of these atoms absorb energy from the flame, leading to their excitation. The excited atoms return to the ground state, emitting photons at characteristic wavelengths. Because only electronic transitions are involved, the resulting emission lines are very narrow. The intensity...
216
Atomic Spectroscopy: Effects of Temperature
305
Atomization, converting samples into gas-phase atoms and ions, is essential for atomic spectroscopy. The flame temperature required for atomization affects the efficiency of the atomic spectroscopic methods by increasing the atomization efficiency and the relative population of the excited and ground states.
At thermal equilibrium, the relative populations of excited and ground state atoms can be estimated using the Maxwell–Boltzmann distribution. For example, an increase in temperature...
At thermal equilibrium, the relative populations of excited and ground state atoms can be estimated using the Maxwell–Boltzmann distribution. For example, an increase in temperature...
305
Atomic Emission Spectroscopy: Instrumentation
343
The instrumentation of atomic emission spectrometry (AES) involves various components, including atomization devices that convert samples into gas-phase atoms and ions. There are two main types of atomization devices: continuous and discrete atomizers. Continuous atomizers, like plasmas and flames, introduce samples in a constant stream, while discrete atomizers inject individual samples using syringes or autosamplers. The most common discrete atomizer is the electrothermal atomizer.
343
Atomic Emission Spectroscopy: Lab
149
AES is a powerful analytical technique, especially effective when used with plasma sources, producing abundant spectra in characteristic emission lines. The Inductively Coupled Plasma (ICP), in particular, yields superior quantitative analytical data due to its high stability, low noise, low background, and minimal interferences under optimal experimental conditions. However, newer air-operated microwave sources are emerging as promising alternatives that could be more cost-effective than...
149
Atomic Emission Spectroscopy: Interference
174
In atomic emission spectroscopy (AES), high-temperature atomizers excite a broad range of elements and molecules that generate complex emissions from sources such as oxides, hydroxides, and flame combustion products in the flame or plasma. Several strategies can be employed to minimize spectral interferences caused by overlapping emission lines or bands. These include increasing instrument resolution, choosing alternative emission lines, optimally placing the detector in low-background regions,...
174


