小时用水量区间预测模型与信息技术

Taras Mykhailovych, M. Fryz
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引用次数: 4

摘要

探讨了短期用水量信息技术预测的理论基础。每小时的用水量被建模为一个循环平稳的条件线性随机过程。利用该模型提出了一种基于周期自回归时间序列和非参数周期分位数估计的区间预测方法。开发并分析了相应的信息技术。实施的结果已经提出,并可用于实现最佳的短期供水管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model and Information Technology for Hourly Water Consumption Interval Forecasting
Theoretical foundation of information technology for short-term water consumption forecasting has been considered. Hourly water consumption has been modelled as a cyclostationary conditional linear random process. Using the model an approach for interval forecasting has been proposed based on periodical autoregressive time series and nonparametric periodic quantile estimations. The corresponding information technology has been developed and analysed. The results of implementation have been presented and can be used for enabling optimal short-term water supply management.
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