求翻译：其次为提高短期电力负荷数据质量，基于小波方法对负荷数据进行奇异性分析检测噪音信号，并通过数据的平滑处理消除其噪音，为预测提供良好的数据基础。是什么意思？

Second, to improve the quality of short-term power load data, load data based on wavelet methods for detection of singularity analysis of the noise signal, and by smoothing the data to eliminate the noise, the data provide a good basis for prediction.

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Next for improves the short-term power load data quality, carries on the irregularity analysis examination noise signal based on the wavelet method to the load data, and eliminates its noise through data smooth processing, provides the good data foundation for the forecast.

Followed by improving the quality of short-term electric power load data, based on wavelet Singularity analysis of detection of noise signal to load data and data smoothing to eliminate their noise, provide good data basis for forecasting.

Second, to improve the quality of short-term power load data, load data based on wavelet methods for detection of singularity analysis of the noise signal, and by smoothing the data to eliminate the noise, the data provide a good basis for prediction.