Performance Evaluation of Underground Mining Machinery…
Unexpected occurrence of uneven breakdowns and their consequences have a significant influence on the equipment life. Hence, there is a need to discover the motives for the happening of critical potential failures and required repair or replacement action to control. Reliability analysis is utilized to approximate the performance of the …
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Optimizing LHD utilization
that the machine's actual availability was 86% and the utilization ranged between 30% and 42%.This shows that the availability of the machine has met its target. Therefore the main problem was with the LHD utilization and that is what the project focuses on. To satisfy the objectives, the author firstly studied the existing mining data
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The use of Big Data Analytics in healthcare
This became visible and important especially during the Covid-19 pandemic ... (i.e. about patients' hospitalizations, physicians' performance, utilization management), visualization, customized reports, drill down tables, or running queries on the basis of historical data. ... flexibility and visualization. Techniques such as data mining ...
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EFFECTIVE EQUIPMENT UTILISATION
•Equipment effective utilisation is the total productive hours of the mining equipment as a percentage of total available shift hours, taking both mechanical availability and …
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What is Big Data Analytics? Full Guide and Examples
These could include descriptive, predictive, and prescriptive analytics using machine learning, text mining, exploratory analysis, and other methods. Data visualization: After analysis, communicate the results visually, like charts, graphs, dashboards, or other visual tools. Visualization helps you communicate complex insights in an ...
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STUDIES ON AVAILABILITY AND UTILISATION OF …
The production performance of mining equipment depends on its availability and utilization. Hence it is necessary to determine the percentage availability and utilization of machinery with an aim to improve the same. Different mines are following different terms and maintaining different information.
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Coal beneficiation: theory and practice
A special highwall mining machine advance into the coal seam. Its cutting head removes the coal and moves it to conveyor cars attached to the machine. 1.8.1.11. Auger mining. Working on a contour mining bench, or in an open mine pit, horizontal holes are drilled up to a distance of 300 ft into a coal seam. The coal is removed by a special …
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Predictive Analysis of Students' Learning Performance Using Data Mining
The utilization of data mining techniques for the prompt prediction of academic success has gained significant importance in the current era. There is an increasing interest in utilizing these methodologies to forecast the academic performance of students, thereby facilitating educators to intervene and furnish suitable assistance when …
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Understanding technology in mining and its effect on the …
The relation between health, safety, and technology in mining. With regards to the relationship between technology and work environment improvements in the …
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Heavy Equipment Utilization and Resource Allocation …
Heavy equipment utilization refers to the extent to which equipment is effectively utilized on a construction site. Proper utilization ensures that equipment is working at its full potential, minimizing downtime and maximizing productivity. Effective utilization is essential for completing projects within deadlines and budget constraints.
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Cybersecurity data science: an overview from machine …
Cybersecurity is a set of technologies and processes designed to protect computers, networks, programs and data from attack, damage, or unauthorized access [].In recent days, cybersecurity is undergoing massive shifts in technology and its operations in the context of computing, and data science (DS) is driving the change, where machine …
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Productivity in mining operations: Reversing the …
Productivity in mining operations: Reversing the downward trend. A new metric shows just how far mining productivity has declined. It also points to ways to improve productivity …
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EFFECTIVE EQUIPMENT UTILISATION
In open cast mining operations, the efficiency of meeting production targets with profitability is a complex equation of the interaction between different pieces of equipment all working together in a team. Sens Mining measures these important equipment utilisation KPI's to ensure efficiency of the mining activity of the team,
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Big data in healthcare: management, analysis and future …
'Big data' is massive amounts of information that can work wonders. It has become a topic of special interest for the past two decades because of a great potential that is hidden in it. Various public and private sector industries generate, store, and analyze big data with an aim to improve the services they provide. In the healthcare industry, …
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New Method to Study the Effectiveness of Mining …
The sustainable development of mining processes requires a deep knowledge of the effectiveness of mining equipment and is quite complex to analyze due to the intrinsic characteristics of the mining industry. In this regard, its measurement and control can lead to appropriate management, improving the mining processes' …
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Optimal Inspection and Preventive Maintenance Scheduling of Mining …
A typical mining company has three important assets: the human labor-force, the orebody, and the equipment. Trucks, excavators, drilling machines, crushers, grinders, classifiers, and concentrators represent the equipment. Mining operations that want to take advantage of economies of scale have huge equipment fleet, and the worth …
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Machine learning prediction of calorific value of coal based …
Zhiqiang Li a Key Laboratory of Coal Processing and Efficient Utilization (China University of Mining & Technology), Ministry of Education, Xuzhou, ... As one of the most important indicators of coal, calorific value (CV) not only determines the value of coal product, but also has a significant impact on the further processing and utilization ...
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A state-of-the-art review on the utilization of machine …
Some of the Machine learning techniques uses a large set of data, makes specific patterns based on past data, and approximates the real future called Data Mining. It is to be noted that data mining is one approach to Machine Learning. Machine learning supports computers in modeling on the basis of experiences and thus forecasting future …
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How AI & machine learning are revolutionizing mining …
Mining is an industry of great importance, significantly contributing to global economic development. However, it struggles with efficiency, safety, and sustainability challenges, which directly impact its economic viability and environmental footprint. ... In the rapidly evolving landscape of the mining industry, AI, machine learning, and ...
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Improving productivity in mining operations: a deep …
Extensive simulation demonstrates significantly enhanced productivity, efficiency, and resource utilization compared to current practices. By harnessing recent …
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Data Utilization and Governance in Smart Healthcare
Healthcare data utilization and governance outline four important principles, such as quality, privacy, transparency, and security, which can result in remarkable improvements to current healthcare data utilization and governance. The following sections concentrate on the smart healthcare data quality control and safety-related principles.
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A Systematic Review on Healthcare Analytics: Application …
Motivation and Scope. There is a large body of recently published review/conceptual studies on healthcare and data mining. We outline the characteristics of these studies—e.g., scope/healthcare sub-area, timeframe, and number of papers reviewed—in Table 1.For example, one study reviewed awareness effect in type 2 …
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Digging Deeper: Increasing mining equipment's efficiency
This makes efficiency an important consideration for mining industry. This is true both at equipment level efficiency and site-level efficiency. ... This also includes driver efficiency and equipment utilization for each of the machines. These insights help mine operations teams become more efficient in their everyday tasks. No. 2: Better fuel ...
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Improvement of Overall Equipment Performance of Underground Mining
The higher availability of machine gives an optimum utilization, which increase the production and productivity of these principal intensive items. Keeping this in view, this paper focuses on improvement of overall equipment performance (OEP) by calculating the percentage availability and capacity utilization of LHDs in underground …
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Review of technological progress in carbon dioxide capture, …
2.Role of CCUS in mitigating climate impacts of CO 2 in the atmosphere. CCUS technology is capable of capturing CO 2 emissions from stationary and large industrial processes, such as power generation. Some of the captured CO 2 can be utilized for commercial purposes, such as EOR, while the remaining CO 2 is stored in a way that …
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Utilization of artificial intelligence in the banking sector: a
The sub-theme, AI and credit (15 papers), covers the use of AI technology, such as machine learning and data mining, to improve credit scoring, analysis, and granting processes. For instance, Alborzi and Khanbabaei ( 2016 ) examined the use of data mining neural network techniques to develop a customer credit scoring model.
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A Survey of Machine Learning Approaches for Parkinson's …
Parkinson's disease, a degenerative disorder of the nervous system, has a significant impact on a substantial population across the globe, leading to gradual deterioration in both, non-motor and motor, capabilities. Timely identification and intervention are of utmost importance in managing the symptoms and enhancing the quality of patients' lifestyle. …
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Enhancing rock fragmentation assessment in mine blasting …
The optimization of blasting operations greatly benefits from the prediction of rock fragmentation. The main factors that affect fragmentation are rock mass characteristics, blast geometry, and explosive properties. This paper is a step towards the implementation of machine learning and deep learning algorithms for predicting the …
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How digital innovation can improve mining …
Tools and metrics such as OEE are a sound basis for operational improvement but fail to grasp system complexity. Real-time data and better analytical engines are making possible the scheduling and …
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