Document Details

Document Type : Thesis 
Document Title :
MAEMS: A MULTI-AGENT ENERGY MANAGEMENT SYSTEM FOR SMART HOME
نظام متعدد الوكلاء لإدارة الطاقة في المنازل الذكية
 
Subject : Faculty of Economics and Administration 
Document Language : Arabic 
Abstract : Domestic sectors worldwide use a significant amount of energy. A shift to the smart grid and dynamic electricity pricing for domestic customers indicate that conventional home energy approaches are not flexible or sufficient. An intelligent and more flexible smart home (SH) power control system is required. So, a multi-agent system (MAS) is capable of solving such complex and dynamic problems. In this thesis, we propose a home energy management system (HEMS) based on a MAS for SHs with a multi-agent energy management system (MAEMS) to regulate cost and comfort. The MAEMS considered the user’s monthly budget and managed energy consumption to maintain it within the limit. Moreover, different classes of smart appliances are prioritized to reflect user preferences and are considered and then modeled as agents that can be controlled using the proposed algorithm. The performance has been assessed by using the JADE framework, and the simulation results showed the effectiveness of this intelligent system regarding electricity costs and user comfort. 
Supervisor : Dr. Ahmad A. Alzahrani 
Thesis Type : Master Thesis 
Publishing Year : 1440 AH
2019 AD 
Co-Supervisor : Dr. Ahmad S. Alfakeeh 
Added Date : Monday, April 1, 2019 

Researchers

Researcher Name (Arabic)Researcher Name (English)Researcher TypeDr GradeEmail
انتصار محمد الثقفيAlthagafy, Entesar MohammedResearcherMaster 

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