Appliance recognition using Hall Effect sensors and k-nearest neighbors for power management systems

• Main Authors: Miranda, Lester James V, Gutierrez, Marian Joice S, Dumlao, Samuel Matthew G, Reyes, Rosula SJ
• Format: text
• Published: Archīum Ateneo 2017
• Subjects: data acquisition; domestic appliances; energy management systems; Hall effect devices; Internet of Things; learning (artificial intelligence); Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/59; https://ieeexplore.ieee.org/document/7847947
• Institution: Ateneo De Manila University

Power management systems employ appliance recognition such that the burden of manually configuring the system for each appliance is lifted from the user. This research then aims to develop an appliance recognition functionality through current readings gathered from a data acquisition (DAQ) device c...