Application of simulated annealing algorithm to improve work roll wear model in plate mills |
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| Institution: | 1. Mechanical Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Wuhan Iron and Steel Group Co., Wuhan 430083, China;2. Mechanical Engineering School, University of Science and Technology Beijing, Beijing 100083, China;3. Wuhan Iron and Steel Group Co., Wuhan 430083, China;4. Northwest Institute of Mechanical and Electrical Engineering, Xi'an 712099, China |
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| Abstract: | Employing Simulated Annealing Algorithm (SAA) and many measured data, a calculation model of work roll wear was built in the 2 800 mm 4-high mill of Wuhan Iron and Steel (Group) Co.(WISCO). The model was a semi-theory practical formula. Its pattern and magnitude were still hardly defined with classical optimization methods. But the problem could be resolved by SAA. It was pretty high precision to predict the values for the wear profiles of work roll in a rolling unit. Afterone-year application, the results show that the model is feasible in engineering, and it can be applied to predict the wear profiles of work roll in other mills |
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| Keywords: | plate mill work roll wear simulated annealing algorithm profile and flatness |
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