Volume 8, Issue 2 (2018)                   ORMR 2018, 8(2): 1-17 | Back to browse issues page

‎ 20.1001.1.22286977.1397.8.2.2.6

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Abolghasemian M, Eskandari H, Darabi H. Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach. ORMR 2018; 8 (2) :1-17
URL: http://ormr.modares.ac.ir/article-28-15336-en.html
Simulation Based Optimization of Haulage System of an Open-Pit Mine: Meta Modeling Approach
Milad Abolghasemian1 , Hamidreza Eskandari , Hadi Darabi2
1- Graduate of Industrial Engineering, Mehrastan Higher Education Institute, Gilan, Iran
2- Graduate of industrial engineering, Tarbiat Modares University, Tehran, Iran
Abstract:   (9062 Views)
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%.
Keywords: Simulation Based Optimization, Polynomial Quadratic Meta Modeling, Design of Experiment, Sarcheshmeh Copper Complex
Full-Text [PDF 376 kb]   (5440 Downloads)    
Article Type: Research Paper | Subject: Organizational Behavior and Human Resource Management
Received: 2017/09/25 | Published: 2018/09/15
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