A Brief Review of Non-Intrusive Load Monitoring and Its Impact on Social Life

Autor: Fethi Batincan Gurbuz, Ramazan Bayindir, Halil Ibrahim Bulbul
Rok vydání: 2021
Předmět:
Zdroj: 2021 9th International Conference on Smart Grid (icSmartGrid).
DOI: 10.1109/icsmartgrid52357.2021.9551258
Popis: In recent years, many studies have been performed on the development of technology and the ease of data analysis. Due to the increase in energy demand and high energy costs, several new studies have been proposed. In this study, NILM (Non-Intrusive Load Monitoring) methods are examined according to their application areas, and the studies conducted in this field are classified. In studies with NILM, it is aimed to detect and classify electrical devices used in homes or high-power centers by monitoring them from a center. In this direction, with the monitoring of the devices used, the type of devices used can be determined by preventing the use of reactive power and its classification. With the continuous monitoring of the electrical energy passing through the network, leakage current detection can be made, and with the integration of renewable energy in future studies, the house can work in island mode in case of interruption. In addition, this study has brought a new social perspective to NILM by examining the studies conducted in recent years. Research has been conducted on the social impact of NILM on users. In addition, it is predicted that this study can be a fundamental article for comparing the effects of sensors on people's social lives with NILM methods.
Databáze: OpenAIRE