The scope of rational design for solving the task of optimizin g the mining equipment. ... mining optimization problems. Expert Systems with Applications, 43 (1), 59-65.
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Conventional mining is an excellent match of mining method and equipment. The result is guaranteed performance. Change in the form of different technology requires change in mining …
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Application of Intelligent Mining Technologies. Autonomous Equipment: Utilizing autonomous driving technology for unmanned operation and remote monitoring of mining equipment improves operational precision and …
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In this way, this study offers an inspection interval optimization for a mining machinery for the first time where production is significantly correlated with machinery performance, and maintenance cost alone may add up to 40–50% of the total operating cost of machinery in a mine. In addition, a comprehensive reliability analysis is performed ...
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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' efficiency, increasing safety levels, …
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Wrench time optimization provides a huge opportunity for mining companies to improve operational efficiency, reduce downtime and lower costs. ... However, with mining equipment becoming more complex and connected through the …
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Discover how equipment optimization in mining can boost not only productivity, but also be a significant step towards sustainability.
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Machinery and equipment designed for excavation and other mining activities. These include systems for the safe handling of electrical equipment, crushers for fragmenting and directing ore to extraction lines and renovation systems, and ecological disposal of …
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The APIs help to refine mining optimization by enabling the real-time connection of technologies across the mining value chain. By connecting upstream and downstream processes, across all makes and models of …
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The profit life in equipment calendar hours will be one of the tools that will be used in this paper to determine the effectiveness and optimization of equipment in ensuring that maximum profit is gained from the deploying of a piece of equipment. The Chibuluma South Mine equipment data is the one mainly utilised in this research to conduct the ...
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Optimizing the reliability of mining equipment in mine production is the most important factor considering the ... optimization problem so that the model developed approaches the real situation. The second stage is carried out by identifying the impact on the model. The final stage is to study the results of the model.
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This chapter explores methods of mine planning and open pit optimization. The chapter begins with real options analysis and strategic mine planning, which establish the long-term direction, vision, and objectives for the mine, ensuring that mineral resource extraction aligns with the corporate business goals and economic conditions.
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The mining industry is undergoing a transformative shift driven by the rapid advancement and adoption of automation technologies. This paper provides a comprehensive overview of the current state of automation in mining, examining the technological advancements, their applications, and the prospects of automation in this critical industry. A key focus of this …
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Systematically reviews optimization methods and algorithms applied to mining systems including reliability analysis. Gives out software-based solutions such as MATLAB, AMPL, LINDO for the...
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Artificial Intelligence (AI): Predictive analytics is a cornerstone of mining optimization. AI algorithms can analyze large datasets in real-time to predict equipment failures, optimize process flows, and improve resource allocation. ... IoT Sensors: These sensors capture real-time data from mining equipment and processes, enabling immediate ...
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The purpose of scheduling optimization of underground trackless equipment is to arrange the limited personnel, equipment, and other resources scientifically and reasonably to the …
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As sensors, IoT devices, autonomous drilling systems and remote-controlled equipment become more commonly used in the mining industry, cycle times of the drilling and blasting process can be optimized – in effect reducing downtime, inefficiency and costs. ... Mining Sequence Optimization . Reduce stress concentration in surrounding rock ...
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The mining sector and mineral extraction are vital to our everyday lives, powering everything from our homes to the technologies we depend on. Over the years, this industry has seen many advancements, from using stone tools to huge machinery.The latest advancement comes in the form of artificial intelligence (AI).. Computer vision is a subfield of AI that gives …
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Introduction Optimizing the reliability of mining equipment in mine production is the most important factor considering the costs incurred in mining operations.
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The use of simulation and optimization in weekly mine planning is discussed in this paper with reference to example mining applications. ... Mine Planning and Equipment Selection (MPES) Conference. Aydiner K, Çelebi N, Paşamehmetoǧlu AG (2006) A simulation model for mine production sequences. Proceedings of the 2006 Applied Simulation and ...
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Mine integrated energy system (MIES) promotes the utilization of derived energy, multienergy complementation, and ecological protection, but the variable condition characteristics of key energy ...
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In the research of mine equipment scheduling optimization, many scholars have studied the open pit mine scheduling, which is intended for truck-shovel scheduling and based in the application of heuristic algorithms. Some scholars have discussed the relationship between open pit and underground scheduling. Underground scheduling is more complicated
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The Southern African Institute of Mining and Metallurgy Platinum 2012 8 Once the mining method was fully understood, it was then possible to model and optimize the method in question using the approach outlined in Figure 4. Figure 4-Mining method analysis and optimization Mining method analysis – a modelling approach
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Aiming at the scheduling problem of underground mining equipment in shot mining, this paper proposes an improved cultural gene algorithm (MA). The global search applies the genetic algorithm, and some adjustments are made in its crossover and mutation operations; the local search uses the simulated annealing algorithm. The global search applies the genetic …
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MOBILE ASSETS TELEMATICS AND SIMULATION Asset telematics solutions Integrated architecture for mobile asset data collection allows miners to remotely gather information from mobile mine equipment and understand how mining vehicles and operators are performing in …
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This chapter explores the application of optimization techniques to critical mining issues, including real option analysis, long-term, medium-term, and short-term planning, as …
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Specifically, the problems in the scheduling of open-pit mining equipment include, but are not limited to, the lack of real-time and accuracy in scheduling decisions, resulting in low equipment utilization; scheduling strategies lacking global optimization, resulting in resource waste and increased energy consumption; and, a lack of experience ...
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Mining equipment para meters optimization . If each parameter i s assumed as a separate component in the alternative . selection output graph, then, having applied the discrete math methods, the most.
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The Significance of Workflow Optimization. In mining, productivity relies on efficient workflows that maximize resource use, minimize downtime, and prevent bottlenecks. ... With GroundHog FMS, teams can monitor equipment and personnel in real time, identifying bottlenecks such as underutilized trucks / equipment. For instance, if trucks are ...
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Due to production space and operating environment requirements, mine production equipment often breaks down, seriously affecting the mine's production schedule. To ensure the smooth completion of the haulage operation plan under abnormal conditions, a model of the haulage equipment rescheduling plan based on the random simulation of equipment …
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