Trend Analysis and Forecasting of Water Level in Mtera Dam Using Exponential Smoothing

Filimon Abel Mgandu, Mashaka Mkandawile, M. Rashid
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引用次数: 3

Abstract

This study presents trend analysis and forecasting of water level in Mtera dam. Data for water level were obtained from Rufiji Basin Development Authority (RUBADA). The study analyzed trend of water level using time series regression while forecasting of water level in Mtera dam was done using Exponential smoothing. Results revealed that both maximum and minimum water level trends were decreasing. Forecasted values show that daily water level will be below 690 (m.a.s.l) which is the minimum level required for electricity generation on 2023. It was recommended that proper strategies should be taken by responsible authorities to reduce effects that may arise. Strategies my include constructing small dams on upper side of Mtera dam to harvest rain water during rainy season as reserves to be used on dry season. In long run Tanzania Electric Supply Company (TANESCO) should invest into alternative sources of energy.
基于指数平滑的Mtera大坝水位趋势分析与预测
本文对姆特拉大坝的水位进行了趋势分析和预测。水位数据来自Rufiji流域发展局(RUBADA)。采用时间序列回归分析水位变化趋势,采用指数平滑法对大坝水位进行预测。结果表明,最高水位和最低水位趋势均呈下降趋势。预测值显示,2023年日水位将低于690 (m.a.s.l),这是发电所需的最低水位。有人建议,主管当局应采取适当的战略,减少可能产生的影响。我的策略包括在Mtera大坝的上游建造小水坝,在雨季收集雨水,作为旱季使用的储备。从长远来看,坦桑尼亚电力供应公司(TANESCO)应该投资于替代能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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