Essays about: "Ayad Shaif"

Found 1 essay containing the words Ayad Shaif.

  1. 1. Predictive Maintenance in Smart Agriculture Using Machine Learning : A Novel Algorithm for Drift Fault Detection in Hydroponic Sensors

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Ayad Shaif; [2021]
    Keywords : Predictive Maintenance; Internet of Things; Machine Learning; RNN; Forecasting; Classification; LSTM; CNN-LSTM; GRU; Sensor Drift Fault;

    Abstract : The success of Internet of Things solutions allowed the establishment of new applications such as smart hydroponic agriculture. One typical problem in such an application is the rapid degradation of the deployed sensors. READ MORE