Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach

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Abolghasemian Milad; ESKANDARI HAMIDREZA; Darabi Hadi

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Journal: ORGANIZATIONAL RESOURCES MANAGEMENT RESEARCH Year:2018 | Volume:8 | Issue:2 Page(s): 1-17

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Information Journal Paper

Title

Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach

Author(s)

Abolghasemian Milad | ESKANDARI HAMIDREZA | Darabi Hadi | Issue Writer Certificate

Keywords

Simulation Based OptimizationQ1

Polynomial Quadratic Meta ModelingQ1

Design of ExperimentQ1

Sarcheshmeh Copper ComplexQ1

Abstract

Simulation Modeling is Useful Tools to Analyze and Evaluate the Dynamic Behavior of the Complex Systems. In this Paper a Simulation Model Developed for Material Handling Equipment in the Sulphid Ore Process of Sarcheshmeh Open-Pit Copper Mine in Sarcheshme Kerman Province of Iran for Increase its Productivity. The Optimum Operating Setting of Sulphid ore Process of an Open-Pit Mine Is Determined Using Simulation Based Optimization Meta Modeling Approach. In the Developing Meta Model Step of this Paper, Design of Experiment (DOE) is used to Identify Critical Variable of the System by Fitting a Quadratic Polynomial Model. Absolute Relative Error (ARE) used to Verification and Validation Meta model. Validation Step Shown That Meta Model Provides Good Estimation to Simulation Results, Therefore It is Validate. Experimental Results Shown That by Using Current Situation Resources, the Optimization Simulation Model Generates Improving Monthly Throughput Rate of Production System and also Decrease Transportation Cost Up 8%...

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APA: Copy

Abolghasemian, Milad, ESKANDARI, HAMIDREZA, & Darabi, Hadi. (2018). Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach. ORGANIZATIONAL RESOURCES MANAGEMENT RESEARCH, 8(2 ), 1-17. SID. https://sid.ir/paper/373514/en

Vancouver: Copy

Abolghasemian Milad, ESKANDARI HAMIDREZA, Darabi Hadi. Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach. ORGANIZATIONAL RESOURCES MANAGEMENT RESEARCH[Internet]. 2018;8(2 ):1-17. Available from: https://sid.ir/paper/373514/en

IEEE: Copy

Milad Abolghasemian, HAMIDREZA ESKANDARI, and Hadi Darabi, “Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach,” ORGANIZATIONAL RESOURCES MANAGEMENT RESEARCH, vol. 8, no. 2 , pp. 1–17, 2018, [Online]. Available: https://sid.ir/paper/373514/en

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