Hybrid LSA-ANN Based Home Energy Management Scheduling Controller for Residential Demand Response Strategy
نویسندگان
چکیده
Maytham S. Ahmed 1,2,*, Azah Mohamed 1, Raad Z. Homod 3 and Hussain Shareef 4 1 Department of Electrical, Electronic and System Engineering, Faculty of Engineering and Built Environments, Universiti Kebangsaan Malaysia, Bangi, Selangor 43600, Malaysia; [email protected] 2 General Directorate of Electrical Energy Production-Basrah, Ministry of Electricity, Basrah 61001, Iraq 3 Department of Petroleum and Gas Engineering, Basrah University for Gas and Oil, Qarmat Ali Campus, Basrah 61004, Iraq; [email protected] 4 Department of Electrical Engineering, United Arab Emirates University, Al-Ain 15551, UAE; [email protected] * Correspondence: [email protected]; Tel.: +60-182-279-921
منابع مشابه
Scheduling of Residential Multiclass Appliances in Smart Homes UsingV2H Capability of Electric Vehicle
With the aim of reducing cost of electricity consumption and peak load reduction, tools requirement for better managing electricity consumption have become inevitable in recent years. Smart home has some equipment which are controllable and this ability is used for increasing comfort and minimizing electricity cost for residence. As a key component of smart home , Electric Vehicle(EV) ,increase...
متن کاملLearning-Based Energy Management System for Scheduling of Appliances inside Smart Homes
Improper designs of the demand response programs can lead to numerous problems such as customer dissatisfaction and lower participation in these programs. In this paper, a home energy management system is designed which schedules appliances of smart homes based on the user’s specific behavior to address these issues. Two types of demand response programs are proposed for each house which are sh...
متن کاملOptimal Management of the Consumption Side in Household Loads Considering the Degree of Consumption Sensitivity in the Presence of Small Photovoltaic Systems
Home Energy Management (HEM) programs convince residential customers to actively participate in price-based demand response (DR) programs. In these price-oriented HEM methods, controller timing for energy consumption of home appliances in response to the electricity price signal has multiple priorities among customers. Although various methods have recently been proposed for the use of HEM, pri...
متن کاملManagement of electric and thermal energy consumption in residential building
In residential section, Studies have shown that, along with the use of various household consumption management techniques, the so-called hubs of energy can also be used to improve the performance and management of home energy management. In each electrical energy system, customers are aiming to minimize their energy costs. In this paper, it can be seen that in each home a home-made residential...
متن کاملAn Optimal Power Scheduling Method Applied in Home Energy Management System Based on Demand Response
© 2013 Zhuang Zhao et al. 677 In this paper, we first introduce a general architecture of an energy management system in a home area network based on a smart grid. Then, we propose an efficient scheduling method for home power usage. The home gateway (HG) receives the demand response (DR) information indicating the real-time electricity price, which is transferred to an energy management contro...
متن کامل