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Synthetic Evaluation for Operating Economy of Thermal Power Plant Based on SVM and Quick Sort Algorithm

机译:基于SVM和快速排序算法的火力发电厂运行经济性综合评价。

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In view of the situation that the single index of net coal consumption rate can not evaluate the operating economy of thermal power plant in all sides, a comprehensive index system is established and a synthetic evaluation model based on support vector machine (SVM) and quick sort algorithm is presented. Then experiments are made by using the real data from thermal power plants and the sequence of them is obtained ultimately. The results show that the model proposed has simple operation and high accuracy, and comparaing with BP network, SVM shows better performance in the condition of few data.
机译:针对煤炭净消耗率单一指标无法全面评价火电厂运行经济性的情况,建立了综合指标体系,并建立了基于支持向量机和快速排序的综合评价模型。提出了算法。然后,利用火力发电厂的实际数据进行实验,并最终获得其顺序。结果表明,所提出的模型操作简单,精度高,与BP网络相比,支持向量机在数据少的情况下具有更好的性能。

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