AI-based ensemble modeling of landfill leakage employing a lysimeter, climatic data and transfer learning

Aida H. Baghanam,Amirreza Tabataba Vakili,Vahid Nourani,Dominika Dąbrowska,Marek Soltysiak

Journal of Hydrology（2022）

Cited 3|Views0

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Abstract

•Field measurement of EC adjoined by artificial intelligence-based model to conduct leachate induced pollution in landfill.•To monitor the EC, waste temperature, and moisture, two lysimeter tests were conducted.•ANN, ANFIS and Emotional ANN (EANN) models were developed to determine the parameters affecting the EC.•Transfer learning method were used to predict the missing EC in a lysimeter.

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Key words

Landfill leachate,Lysimeter,Artificial Neural Network (ANN),Neuro-Fuzzy Inference System (ANFIS),Emotional ANN (EANN),Tychy-Urbanowice landfill complex,Poland

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