Mining | Special Issue : Recent Advances in Underground Mine …

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications. ... Underground mining methods are ...

Longwall Mining

Advances in coal mining technology and sustainable mining techniques. Sekhar Bhattacharyya, ... Shimin Liu, in The Coal Handbook (Second Edition), 2023. 8.2.2.1 Longwall coal mining Introduction. Longwall mining is a fast and mechanized method of coal mining where a large "wall" of coal is mined with a high-powered cutting system and the coal is transported out of the mine …

Advanced Analytics for Surface Mining | SpringerLink

Surface extracting is the most widely used mining method globally. Surface mining can be divided into open-pit and open-cut methods of metal and coal mining. ... for a detailed risk assessment and safety evaluation for a coal mine. Advanced data analytics-based system, especially based on fuzzy logic approach, has proven its worth and efficacy ...

Top 10 technologies and strategies in mining

Here are 10 key technologies and strategies for companies to embrace. Miners should move from piecemeal solutions adding incremental value to holistic thinking around the next generation of technology solutions to …

Coal Mining Methods

Longwall mining and room-and-pillar mining are the two basic methods of mining coal underground, with room-and-pillar being the traditional method in the United States. Both methods are well suited to extracting the relatively flat coalbeds (or coal seams) typical of the United States. Although widely used in other countries, longwall mining ...

Integrating mining and mineral processing for advanced mining systems

The integration of mining and mineral processing technologies into new advanced mining systems is considered to offer several benefits, including selective mining, reduction in waste, increased ...

Advanced Data Mining Tools and Methods for Social …

Advanced Data Mining Tools and Methods for Social Computing explores advances in the latest data mining tools, methods, algorithms and the architectures being developed specifically for social computing and social network analysis. The book reviews major emerging trends in technology that are supporting current advancements in social networks ...

Safe mining operations through technological advancement

However, despite the focus on the mining industry on inventing advanced technological safety measures, the level of adoption of such methods is low. This is due to existing gaps that can be improved through intensive research and development in the industry and research institutions to fast-track the best way to implement such new technologies.

(PDF) Advanced Data Mining Techniques

The various data mining methods are discussed along with the challenges they face. Results from surveys, books, articles, published papers, finished projects, and reviews of earlier research are ...

Frequent Pattern Mining in Data Mining

Data mining: Data mining is the method of analyzing expansive sums of data in an exertion to discover relationships, designs, and insights. These designs, concurring to Witten and Eibemust be "meaningful in that they lead to a few advantages, more often than not …

Recent Advances in Smart Mining Technology

Mining is a crucial industry for our modern society, providing valuable resources that fuel our economies and drive technological progress. However, traditional mining practices can be dangerous, environmentally damaging, and costly, and they often face challenges such as declining ore grades, increasing depths of mineral deposits, and complex geological conditions.

Advanced Analytics for Mineral Processing | SpringerLink

Surface mining operations commonly initialize production activities by drilling and blasting as rock breakage methods. These rock breakage stages can be considered the initial stages of mineral processing operations as the broken rock material is fed to crushers, mills, and other equipment.

Validation study of no‐pillar mining method without advance tunneling

The no-pillar mining method without advance tunneling, known as the N00 longwall mining method, represents a rational alternative in this regard. Since the 20th century, coal mining technology has undergone long-term development in China. The mining methods used in China's coal industry can be classified into three types: longwall mining, gob ...

Advanced Data Mining Techniques

We will discuss methods with simple examples, review applications, and evaluate relative advantages of several contemporary methods. Book Concept Our intent is to cover the fundamental concepts of data mining, to dem- strate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding.

What is Advanced Analytics?

Advanced analytics employs sophisticated methods like AI, ML, data mining, natural language processing (NLP) and simulation. It often uses advanced programming languages (for example, Python, R) and specialized software. ... This is a technique whereby cluster algorithms are used in advanced analytics and data mining to group a set of objects ...

Longwall Mining Automation—The Shearer Positioning Methods …

Longwall mining is a primary method for extracting coal from underground mines. As shown in Figure 1, three kinds of mining equipment used in the longwall face are a shearer, an armored face conveyor (AFC), and a roof support system.The shearer moves back and forth along a rail connected to the AFC, while the roof support system maintains the stability of the …

v117n3a8 Narrow-reef mechanized mining layout at …

important to note that the same mining method can be conducted using XLP mining equipment, which is operating in stoping widths ranging from 1.30–1.70 m. This paper serves as a guideline to the ULP mining method; however, a 'fit-for-purpose' study must be conducted for each mine and circumstance prior to implementing the method.

Making Sense of Data II: A Practical Guide to Data Visualization

A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques . This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips readers with advanced data mining …

Advanced Data Mining Tools and Methods for Social …

Social computing is a disruptive technology that is changing how we do business and building the enterprises. Mining consumer insights and consumer segmentation are the new drivers that are likely to be the cornerstone of developing new service innovations and social interactions. This special issue was designed to stimulate research on the data mining tools …

Advanced Mining at Skyrim Special Edition Nexus

Advanced Mining is a full remake of the entire mining process. It has many options, each one can be toggled individually and adjusted. ... skill used is determined by the method of striking the vein. Normally the smithing skill is used but if …

NPTEL :: Mining Engineering

Lecture 26 : Selection of Mining Methods - I: Download Verified; 27: Lecture 27 : Selection of Mining Methods - II: Download Verified; 28: Lecture 28 : Selection of Mining Methods - III: Download Verified; 29: Lecture 29 : Selection of Mining Methods - IV: Download Verified; 30: Lecture 30 : Selection of Mining Methods - V: Download Verified ...

Ten Technologies with the Power to Transform …

Mining-technology picks ten technologies with the potential to transform mining. IoT can be beneficial across the whole mining value chain, from prospecting to reclamation. The technology allows different assets and people …

Advancements in Mining Technology & Future Operations

Mining also has a positive impact on the economy of many countries. Another impact of mining can be measured in terms of employment opportunities and income generation. Commercial scale mining provides employment and skills transfer to more than 2 million workers. The multiplier effect increases this benefit by a factor of between 2 and 5.

Advanced microstructure classification by data mining methods

A completely new approach for the classification of microstructures using data mining methods was presented by Velichko et al. [15]. Data mining is the process of knowledge discovery in datasets [16]. It summarizes all analysis procedures required in order to identify interesting trends and patterns within data and includes data preparation and ...

What are the 4 Mining Methods? Unearthing Earth's Treasures

Underground mining involves creating tunnels deep into the Earth that can access a deposit and extract it with ease. While this type of operation is time consuming and expensive due to the need for specialized equipment and skilled personnel, it often yields higher quality results than alternative mining methods due to its ability to access hidden deposits deep within a rock face …

Surface Mining Methods and Systems

Surface Mining Methods and Systems 8.1 Surface Mining Methods Surface mining deposits can be primarily divided as follows: ... 8.4 Advance Benching (Side Benching or Chop-Down) Often it is necessary to form a working bench for the dragline at a lower elevation than the original ground surface. It is used when the surface is incompetent and a

Experimental research and application of automatically formed roadway

The gob-side entry-retaining by roof cutting and pressure relief (GERRC) method is an advanced no-pillar mining method that can significantly improve coal recovery and reduce roadway accidents ...

Advanced microstructure classification by data mining methods

The present study demonstrates how data mining methods can be used to determine varying steel structures of two-phase steels by evaluating their morphological parameters. ... The microstructure of advanced steels is usually controlled by sophisticated thermo-mechanical processing or heat treatments post hot rolling [1]. Depending on chemical ...

Moving towards deep underground mineral resources: …

In this paper, we summarise the key factors driving deep underground mining, which include an increasing need for raw materials, exhaustion of shallow mineral deposits, …

Advanced Analytics for Mining Industry | SpringerLink

Many methods of analysis are available, from the latest intelligence optimization techniques to tried-and-true root-cause analysis types. Perhaps the most common method is statistical analysis, in which data are used to make inferences about a population from a sample. ... In the mining industry, big data in advanced analytics has resulted in a ...

Advanced Mining Techniques Transforming the Industry

As ⁣the demand for minerals increases‍ in a rapidly evolving technological landscape, these advanced‌ approaches not only aim⁤ to optimize ‌resource recovery⁤ but also mitigate the environmental footprint of ‍mining operations, paving the way for a‍ more …

Evolutionary and Revolutionary Technologies for …

Surface mining methods can be broadly classified as open-pit mining, which includes quarrying, strip mining, contour mining, dredging, and hydraulic mining. Topography and the physical characteristics of the deposit strongly influence …

(PDF) Mining Methods: Part I-Surface mining

Surface mining; Classification of surface mining methods together with the desired parameters/ conditions suitable for their applications; Open pit mining; Classification of quarrying methods ...

Data Mining Techniques

Association rule mining is a significant and exceptionally dynamic area of data mining research. One method of association-based classification, called associative classification, consists of two steps. ... Design tutorial will help you to learn and master System Design concepts in the most efficient way from basics to advanced.

Advanced Analytics: Definition, Benefits, and Use Cases

Advanced analytics vs. business intelligence Although they share some similarities, business intelligence and advanced analytics have key differences and uses. Traditional business intelligence (BI) uses common data analytics techniques, such as data visualization, data mining, statistical analysis, and reporting, to create actionable insights for …

What Are The New Gold Mining Techniques?

Various advanced detection methods have gained prominence in the gold mining industry. Some of the most noteworthy techniques include: Geochemical analysis: This method involves collecting samples from rocks, soil, water, vegetation, or other materials in a target area and analyzing them for signs of gold mineralization.

The Latest Advancements in Underground Mining …

One emerging technology which could overcome one challenge – the theoretical limit of how deep conventional methods can go – is fluidized mining. This proposed technique incorporates unmanned mining, automated sorting, fluidization of solid resources, backfilling, and intelligent electricity control technologies. 1

Mining of the future

The ongoing development toward more technically advanced mining is both necessary and inevitable, Ruokojärvi says. ... "Our goal is to make the automation more generic so that more types of mining methods can get the same benefits of safety, production efficiency and sustainability, regardless of how complicated the mining process is ...

Chapter(4):Advanced Analytics and Mining Method Selection

The selection of the mining method is one of the most crucial decisions in the design stage of mine that mining engineers have to make. Selecting a mining method for mineral resources is completely dependent on the uncertain geometrical and geological characteristics of the resource. ... Advanced analytics has been introduced as one of the ...

Longwall Mining

Postmining Degasification of Coal Mines. Pramod Thakur Ph.D., in Advanced Mine Ventilation, 2019. Abstract. Longwall mining or coal pillar extraction by any other method causes the roof to subside and the floor to heave. The "gas emission space" created by such coal extraction can extend 1000 ft above and 250 ft below the working seam depending on the width of the panel.