Time-serial analysis of deep neural network models for prediction of climatic conditions inside a greenhouse

Jung, Dae-Hyun; Kim, Hyoung Seok; Jhin, Changho; Kim, Hak-Jin; Park, Soo Hyun

doi:10.1016/j.compag.2020.105402

Time-serial analysis of deep neural network models for prediction of climatic conditions inside a greenhouse

Greenhouses provide controlled environmental conditions for crop cultivation but require careful management to ensure ideal growing conditions. In this study, we tested three deep-learning-based neural network models (Artificial neural network, ANN; Nonlinear autoregressive exogenous model, NARX;…