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Application of the Wavelet-ANFIS Model

机译:小波-ANFIS模型的应用

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摘要

Since many predicting methods, such as CS and PP are not very precise, Wavelet-ANFIS with high estimation precision is always used to model the decomposed series recently. This chapter uses wavelet analysis to decompose water level series and then uses ANFIS to model the decomposed series; in the end, it combined these series and predicted Lingxi Reservoir's runoff. The runoff forecast of reservoir is essential for its flood control safety. The forecast result shows that the prediction accuracy of Wavelet-ANFIS is very high and the model is quite fit to use in daily runoff and water level prediction.
机译:由于许多预测方法(例如CS和PP)都不十分精确,因此最近总是使用具有高估计精度的Wavelet-ANFIS来对分解序列进行建模。本章使用小波分析来分解水位序列,然后使用ANFIS对分解后的序列进行建模。最后,结合这些序列,预测了灵溪水库的径流。水库径流预报对于防洪安全至关重要。预测结果表明,小波-ANFIS的预测精度很高,该模型非常适合用于日径流量和水位预测。

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