Development of a machine learning application for IoT platform to predict energy consumption in smart building environment in real time

• Κύριος συγγραφέας: Χουσιάδας, Χρήστος
• Άλλοι συγγραφείς: Κουμπιάς, Σταύρος
• Μορφή: Thesis
• Γλώσσα: English
• Έκδοση: 2020
• Θέματα: Machine learning; LSTM; Smart building; Energy consumption; Μηχανική μάθηση; Κατανάλωση ενέργειας

The aim of this study is the development and implementation of an advanced application and a Web Services for an IoT platform. The aforementioned application is able to predict the short-term energy consumption of a household based on the huge amount of data, which are collected from the smart meter...