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Forecast of Coal and Gas Outburst Based on Chaotic Time Series

机译:基于混沌时间序列的煤与瓦斯突出预测

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摘要

Chaotic time series forecast is a new forecast theory and method based on phase space reconstruction technology. The selection of delay time and embedding dimension is vital both to the feasibility of forecast method and the veracity of forecast value. Using C-C method to select the delay time and C-P arithmetic to select the embedding dimension, applying zero-rank local region method and one-rank local region method to forecast coal and gas outburst Both of the two methods have the idea of multiobjects optimization and construct a forecast model of the system. Analyzing modeling and forecasting according to a series actual data, and realize the forecast based on Mallab.
机译:混沌时间序列预测是一种基于相空间重构技术的新的预测理论和方法。延迟时间和嵌入维数的选择对于预测方法的可行性和预测值的准确性都至关重要。使用CC方法选择延迟时间,使用CP算法选择嵌入维数,应用零秩局部区域方法和一秩局部区域方法预测煤与瓦斯突出两种方法都具有多目标优化和构造的思想。系统的预测模型。根据一系列实际数据进行建模和预测分析,实现基于Mallab的预测。

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