作者
Majid Bagheri, Alireza Bazvand, Majid Ehteshami
发表日期
2017/4/15
期刊
Journal of Cleaner Production
卷号
149
页码范围
784-796
出版商
Elsevier
简介
The current research was an effort to simulate landfill leachate penetration into groundwater using fuzzy logic and neural network modeling approaches. The obtained models were used as efficient tools for predicting leachate penetration and assessment of its environmental impacts. The training procedures were successful for both neural networks and fuzzy models. The train and test models showed over 70 perfect matches between the observed and the simulated values. The coefficient of determination for train model by fuzzy logic was 0.99998, which was even more precise than neural networks. The introduced intelligent models were useful for examining environmental impacts of contaminants because they could simulate the concentration of contaminants with high accuracy. These models could discern the relation between concentration of leachate at a given depth and concentration of leachate in …
引用总数
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