Proceedings :: International Society of Precision Agriculture

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Chou, C

Nišavić , N

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Nišavić , N

Chou, C

Liu, A

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Oral

Poster

Year

2022

2025

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Filter results2 paper(s) found.
1. MDPI - Agriculture and Agronomy Journals ... N. Nišavić
2. Deep Learning Prediction of Methane Production in Mesophilic and Thermophilic Anaerobic Digestion Anaerobic digestion (AD) converts organic waste into methane-rich biogas but forecasting methane yield is difficult due to nonlinear dynamics. This study compares Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Temporal Convolutional Network (TCN), and Temporal Fusion Transformer （TFT） models for predicting methane production rate (MPR, L/L/d) under mesophilic (37°C) and thermophilic (55°C) conditions. Lab-scale reactor data with features including hydraulic retention... C. Chou, A. Liu Download paper

Filter results2 paper(s) found.

1. MDPI - Agriculture and Agronomy Journals

... N. Nišavić

2. Deep Learning Prediction of Methane Production in Mesophilic and Thermophilic Anaerobic Digestion

Anaerobic digestion (AD) converts organic waste into methane-rich biogas but forecasting methane yield is difficult due to nonlinear dynamics. This study compares Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Temporal Convolutional Network (TCN), and Temporal Fusion Transformer （TFT） models for predicting methane production rate (MPR, L/L/d) under mesophilic (37°C) and thermophilic (55°C) conditions. Lab-scale reactor data with features including hydraulic retention... C. Chou, A. Liu

Download paper