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- W2079766628 abstract "The hot metal silicon content is important for the quality of the iron, but also as an indicator of the thermal state of the furnace. In order to stable operation of the blast furnace, a model is needed to predict hot metal silicon content more accurately. Towards this goal, a model based on least square support vector machine (LSSVM) is developed to model and predict hot metal silicon content, particle swarm optimization (PSO) is adopted to search the optimal set of the LSSVM model parameters. Prediction experiment is conducted based on the data obtained from a blast furnace past operation records in a steel tube plant and being preprocessed in several different ways. The experimental results show that the proposed methods yielded more accurate predictions than the neural network modeling methods." @default.
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- W2079766628 date "2013-07-01" @default.
- W2079766628 modified "2023-09-26" @default.
- W2079766628 title "Prediction Modeling of Hot Metal Silicon Content in Blast Furnace Based on PSO-LSSVM" @default.
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- W2079766628 doi "https://doi.org/10.4028/www.scientific.net/amr.721.461" @default.
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