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首页> 外文期刊>Mathematical Problems in Engineering >Rainfall Reliability Evaluation for Stability of Municipal Solid Waste Landfills on Slope
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Rainfall Reliability Evaluation for Stability of Municipal Solid Waste Landfills on Slope

机译:边坡城市生活垃圾填埋场稳定性的降雨可靠性评估

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摘要

A method to assess the reliability for the stability of municipal solid waste (MSW) landfills on slope due to rainfall infiltration is proposed. Parameter studies are first done to explore the influence of factors on the stability of MSW. These factors include rainfall intensity, duration, pattern, and the engineering properties of MSW. Then 100 different combinations of parameters are generated and associated stability analyses of MSW on slope are performed assuming that each parameter is uniform distributed around its reason ranges. In the following, the performance of the stability of MSW is interpreted by the artificial neural network (ANN) trained and verified based on the aforementioned 100 analysis results. The reliability for the stability of MSW landfills on slope is then evaluated and explored for different rainfall parameters by the ANN model with first-order reliability method (FORM) and Monte Carlo simulation (MCS).
机译:提出了一种评估降雨入渗对边坡城市生活垃圾填埋场稳定性的可靠性的方法。首先进行参数研究,以探索因素对城市固体垃圾稳定性的影响。这些因素包括降雨强度,持续时间,模式和城市固体废弃物的工程特性。然后,假设每个参数在其原因范围内均匀分布,则生成100种不同的参数组合,并执行相关的MSW边坡稳定性分析。下面,基于上述100个分析结果,通过训练和验证的人工神经网络(ANN)来解释MSW稳定性的性能。然后,通过一阶可靠性方法(FORM)和蒙特卡洛模拟(MCS)的ANN模型,评估并探索了坡度上的垃圾填埋场稳定性对不同降雨参数的可靠性。

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  • 来源
    《Mathematical Problems in Engineering 》 |2013年第3期| 653282.1-653282.10| 共10页
  • 作者单位

    Department of Water Resources and Environmental Engineering, Tamkang University, New Taipei City 25137, Taiwan;

    Department of Construction Engineering, Chaoyang University of Technology, Taichung City 41349, Taiwan;

    Project Department, GeoTech Science Corporation Ltd., New Taipei City 22103, Taiwan;

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