基于光谱特征参数的煤炭类型的快速和非破坏性歧视
Hengqian Zhao1, Mengmeng Wang2, Yanhua Wu2
1College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China; State Key Laboratory for Fine Exploration and Intelligent Development of Coal Resources, China University of Mining and Technology (Beijing), Beijing 100083, China; Hebei Key Laboratory of Mineral Resources and Ecological Environment Monitoring, Baoding, Hebei 071051, China.
概括
超光谱分析使用光谱特征DI1-2μm和AD2.2μm准确地识别煤炭类型. 这种非破坏性方法为传统煤炭质量检查提供了更快,更简单的替代方案.
科学领域:
- 地质科学是地球科学.
- 分析化学 分析化学
- 遥感 遥感 遥感 遥感
背景情况:
- 煤炭类型的识别对于发电和金等行业至关重要.
- 传统的方法很复杂,需要进行广泛的化学分析.
- 超光谱技术提供了一个简单,快速和非破坏性的方法.
研究的目的:
- 探索光谱特征参数对不同类型煤炭的灵敏度.
- 开发一种更有效的煤炭类型识别方法.
- 评估超光谱数据对于非破坏性煤炭分析的潜力.
主要方法:
- 从超频谱数据中提取典型的光谱特征参数.
- 单向ANOVA来确定对煤炭类型的参数灵敏度.
- 用敏感的光谱参数构建费舍尔判别模型.
主要成果:
- DI1-2μm和AD2.2μm被确定为对类敏感的光谱特征.
- 使用这些参数,在区分煤炭类型方面实现了高精度.
- 相关性分析证实了光谱和物理化学参数之间的联系.
结论:
- 超光谱分析,特别是DI1-2μm和AD2.2μm,提供了精确的煤类型识别.
- 这种方法是传统技术的可行,非破坏性的替代方案.
- 频谱特征显示了预测煤炭性质的巨大潜力.
相关概念视频
Gas Chromatography: Types of Detectors-II
357
In gas chromatography, different detectors are employed to meet specific analytical needs. These detectors are often categorized based on their detection mechanisms and the types of compounds they are best suited to analyze. Thermal Conductivity Detectors (TCD), Flame Ionization Detectors (FID), and Electron Capture Detectors (ECD) represent common categories, each with unique operating principles and applications. However, beyond these, several other detectors are designed for more specialized...
357
¹³C NMR: ¹H–¹³C Decoupling
1.1K
The probability of having two carbon-13 atoms next to each other is negligible because of the low natural abundance of carbon-13. Consequently, peak splitting due to carbon-carbon spin-spin coupling is not observed in spectra. However, protons up to three sigma bonds away split the carbon signal according to the n+1 rule, resulting in complicated spectra.
A broadband decoupling technique is used to simplify these complex, sometimes overlapping, signals. Broadband decoupling relies on a...
A broadband decoupling technique is used to simplify these complex, sometimes overlapping, signals. Broadband decoupling relies on a...
1.1K
IR Frequency Region: Fingerprint Region
837
IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the...
837
Raman Spectroscopy: Overview
355
The underlying principle of Raman spectroscopy is based on the interaction between light and matter, specifically molecules' inelastic scattering of photons. When a monochromatic beam of light, typically from a laser source, interacts with a sample, most scattered light has the same frequency as the incident light. This is known as Rayleigh scattering.
However, a small fraction of the scattered light exhibits a frequency shift due to the exchange of energy between the incident photons and...
However, a small fraction of the scattered light exhibits a frequency shift due to the exchange of energy between the incident photons and...
355
Gas Chromatography: Types of Detectors-I
400
There are different types of detectors used in gas chromatography, each with its own specific properties that make it suitable for detecting certain types of analytes. The most commonly used detectors in GC are thermal conductivity detector (TCD), flame ionization detector (FID), and electron capture detector (ECD).
TCD is the earliest and most widely used detector that operates by measuring the changes in the thermal conductivity of the carrier gas. When a sample compound enters the detector,...
TCD is the earliest and most widely used detector that operates by measuring the changes in the thermal conductivity of the carrier gas. When a sample compound enters the detector,...
400
Flame Photometry: Overview
542
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...
542


