Title :
Wireless smart platform for Home Energy Management System
Author :
Veleva, Sanja ; Davcev, Danco ; Kacarska, Marija
Author_Institution :
Fac. of Electr. Eng. & Inf. Technol., Univ. Ss. Cyril & Methodius, Skopje, Macedonia
Abstract :
Wireless sensor and actuator networks (WSAN) integrated with computer intelligence have recently been proposed for a large range of applications for energy management systems. This paper presents an original smart platform for Home Energy Management System, which embeds computer intelligence for optimization of the power consumption of controllable appliances based on retail pricing schemes, knowledge representation by classification rules of different appliances and decision trees based on their consumption behavior, without disturbing the living comfort of the home owners. Our platform provides easy access to selected displays of switching status and consumption of all appliances, as well as remote overview of the information in tabular and graph form data and power consumption control via smart phones and remote terminal computer. As an additional benefit, the system detects supply voltages out of the allowed limits and protects controllable appliances by switching off the supply.
Keywords :
building management systems; decision trees; domestic appliances; energy management systems; home automation; intelligent actuators; knowledge representation; optimisation; power consumption; power system protection; pricing; retailing; smart phones; wireless sensor networks; classification rules; computer intelligence; controllable appliance protection; decision trees; graph form; home energy management system; knowledge representation; optimization; power consumption control; remote terminal computer; retail pricing schemes; smart phones; supply voltage detection; tabular form; wireless actuator networks; wireless sensor networks; Actuators; Databases; Home appliances; Power demand; Sockets; Switches; Home Energy Management System; WSAN; classification rules; retail pricing; smart phone;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2011 2nd IEEE PES International Conference and Exhibition on
Conference_Location :
Manchester
Print_ISBN :
978-1-4577-1422-1
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2011.6162798