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Coal

China has developed its own coal classification system (Shen Zhou Mining and Resources, 2007) on the basis of the volatile matter content by which coals are …

New coal classification system in China

The new coal classification system has the following features, rational classification of different types of coal, which makes it easy to handle in production, simple and practical …

Risk assessment of coal mine water inrush based on PCA-DBN

Deep mining of the Carboniferous Taiyuan Formation system is carried out in most North China-type coal mines. Because of its proximity to Ordovician limestone, water inrush accidents often occur.

Petrographic characteristics of Chinese coals and their …

The study of coal petrography in China Coal Research Institute (CCRI) has been successfully applied to coal classification, combustion and liquefaction, and prediction of coke quality, as well as coal structure with the aid of maceral separation. ... Study on integrated classification system for Chinese coal. Fuel Process Technol, 62 …

Coal Mine Risk Classification Prediction Model Based on BERT

The model significantly reduces the training cost without affecting the classification effect, and the final prediction accuracy reaches 98 (%), which can meet the requirements of system design. As a lightweight coal mine risk classification and prediction model, it has a small number of parameters and high prediction accuracy, …

Research on Automatic Classification of Coal Mine …

Efficient and accurate classification of the microseismic data obtained in coal mine production is of great significance for the guidance of coal mine production safety, disaster prevention and early warning. In the early stage, the classification of microseismic events relies on human experiences, which is not only inefficient but also …

Coal: Types and characteristics

A fourth coal type classification is directed towards coals of lignite rank which are sometimes referred to as 'brown' coal. At very low ranks, coal types manifest themselves as color variations, ranging from dark brown to a 'pale' brown hue (George, 1982) ().In part, these color variations are the result of the ratio of preserved plant material to resinous …

Diversifying heat sources in China's urban district heating systems …

China's clean heating policy since 2017 has notably improved air quality. However, the share of non-fossil sources in China's urban district heating systems remain low, and many new coal-fired ...

Research progress and prospects of coal petrology and coal …

The Standardization Administration of China made the "Classification of Coal-body Structure" standard to categorize coal into original structural coal, …

Chinese coal supply and future production outlooks

Chinese coal classification system. There are few available overviews of the classification system used by China to assess its coal resources. This section describes the historical development of the Chinese classification system and compares it to other frameworks in use worldwide. Chinese coal resources

China Industry Classification System

The China Industry Classification system is widely used in the collection of official statistical data on companies and organizations throughout Mainland China. ... Coal exploitation and washing; Exploitation of petroleum and natural gas; Extracting and dressing of ferrous metal mines;

Classification of Coal

In China, Wenhao Weng and Kaiying Jin (1926) devised a system based on the ratio between carbon residue and both the volatile matter and added moisture content in …

Classification and codification system for Chinese coals

A technical/commercial classification system - Classification of Chinese Coals, and Codification Systems for Chinese Coals was drafted and presented. An …

Application of coal mine roof rating in Chinese coal mines

The coal mine roof rating (CMRR) is a classification system developed to investigate stability of underground mines. Recently, the system has been improved and modified [12]. In this paper, application of this system in assessing the stability of two coal mines in China was investigated. 2. CMRR classification system

Chapter 1 | Classification of Coals by Rank

A discussion of the system used for classifying coals in the United States and the international systems of coal classification follows. In the ASTM International (previously the American Society for Testing and Materials) Standard D388, Classification of Coals by Rank [2], coals are classified according to their degree of metamorphism (i.e ...

International Classification | Atlas of Coal Geology

Many classification systems have been developed so that the coal is used appropriately. Traditional coal classification schemes, such as the rank-based system of ASTM D388 (ASTM, 1996a) or the original ISO (United Nations Economic Commission for Europe) International Classification of Hard Coals by Type, were developed using one …

A review of coal gangue identification research—application to China…

China is a major energy-consuming country and its energy reserves are characterized by limited amounts of oil, low amounts of gas, and relatively abundant coal resources (Zhang et al. 2021a, b), and coal dominates the energy production and consumption chain in China.The main energy structure in China over the past decade is …

A 2023 perspective on Rock Mass Classification Systems

A likelihood of failure is determined using a new slope stability classification system for excavated coal mine slopes developed using a database of 119 intact and failed case studies sourced from ...

The Origin and Classification of Coal | SpringerLink

The chapter gives an overview of the classification of coal, using several systems from the past, as well as the present-day, official one. Methods by which coal …

Energies | Free Full-Text | Fractal Analysis and …

The influence of high-rank coal's pore characteristics on the physical properties, gas-bearing properties, and exploitation of coal reservoirs is becoming more and more prominent. How to establish the …

Mechanism and Classification of Coal and Gas Outbursts in China

1. Introduction. Coal and gas outburst is a lump of typical coal and rock dynamic disaster in the process of coal mine production, which has become a key problem affecting the safety of coal production and causing serious casualties and property losses [1, 2].Besides, coal and gas outbursts are extremely complex dynamic disasters with …

Coal Gangue Classification Based on the Feature Extraction …

Computer-vision-based separation methods for coal gangue face challenges due to the harsh environmental conditions in the mines, leading to the reduction of separation accuracy. So, rather than purely depending on the image features to distinguish the coal gangue, it is meaningful to utilize fixed coal characteristics like density. This …

Classification of Coal

Beijing Research Institute of Coal Chemistry, China Keywords: Coal, classification, codification, parameters of classification, ... NP11760, 30 June 1999). In 1998, an integrated coal classification system at once technical (Classification systems for Chinese coal, GB 5751-86), commercial (Codification systems for Chinese coals, …

Classification and codification system for Chinese coals

@misc{etde_20036139, title = {Classification and codification system for Chinese coals} author = {Chen, P} abstractNote = {A technical/commercial classification system - Classification of Chinese Coals, and Codification Systems for Chinese Coals was drafted and presented. An integrated system, including Classification of in Seam …

Microseismic source location using deep learning: A coal …

An input sample for the neural network is shown in Fig. 2, represented as an array with a size of 4 × 500 × 1, denoted as L = (l 1, l 2, l 3, l 4, x), where l i = (a 1, …., a 500) represents the data from the i-th channel in the microseismic events, and x, the location of L.The training set is an array with a size of n × 4 × 500 × 1, denoted as D = (L …

National Coal Resources Data System (NCRDS)

The current component databases of NCRDS include: USTRAT: Stratigraphic data related to coal (e.g. drill holes, measured sections); USCHEM: Ultimate, proximate, and USGS-generated major-, minor-, and trace-element data for coal samples collected by USGS and States.COALQUAL is a derivation of this database.; USCOAL: A …

A new approach for the combined chemical and mineral classification …

This work introduces and evaluates a new approach for the combined chemical and mineral classification of the inorganic matter in coal. Thirty-seven coal samples from Australia, Bulgaria, USA, Japan, Canada, South Africa, China, Spain, and Ukraine, which differ considerably in their geology, rank, age, ash yield, chemistry and …

Safety classification and application of coal-rock gas …

[1] Wen G. C., Sun H. T., Cao J. et al 2020 Simulation experiment system of coal and gas dynamic disaster in deep mine and its application in accident analysis Journal of the China Coal Society 1 223-231 Google Scholar [2] Gao B. B., Mi X. F. and Zhang R. L. 2013 Research status and prospect of compound dynamic disaster of deep mining in …

Classification and Design of Backfill Coal Mining Systems …

Coal has occupied a predominant position in the global energy market as a conventional energy source. As far as China is concerned, coal remains a ballast and a stabilizer in primary energy supply and consumption [1,2].In recent years, there has been a growing awareness of "green, low-carbon, and sustainable development", accompanied …

A semi-quantitative coal burst risk classification system

This paper introduces a semi-quantitative coal burst risk classification system, namely, BurstRisk. Based on back-analysis of case histories from Australia, China and the United States, BurstRisk classifies the coal burst risk into three categories: low, medium and high risk. ... In China, approximately 4000 coal bursts have been reported …

Study on integrated classification system for Chinese coal

The study of coal petrography in China Coal Research Institute (CCRI) has been successfully applied to coal classification, combustion and liquefaction, and …