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A Novel Multiobjective Optimization Algorithm for Home Energy Management System in Smart Grid
المؤلفون المشاركون
Zeng, Peng
Zhang, Yanyu
Zang, Chuanzhi
Li, Hepeng
Li, Shuhui
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-19، 19ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-04-30
دولة النشر
مصر
عدد الصفحات
19
التخصصات الرئيسية
الملخص EN
Demand response (DR) is an effective method to lower peak-to-average ratio of demand, facilitate the integration of renewable resources (e.g., wind and solar) and plug-in hybrid electric vehicles, and strengthen the reliability of power system.
In smart grid, implementing DR through home energy management system (HEMS) in residential sector has a great significance.
However, an algorithm that only optimally controls parts of HEMS rather than the overall system cannot obtain the best results.
In addition, single objective optimization algorithm that minimizes electricity cost cannot quantify user’s comfort level and cannot take a tradeoff between electricity cost and comfort level conveniently.
To tackle these problems, this paper proposes a framework of HEMS that consists of grid, load, renewable resource (i.e., solar resource), and battery.
In this framework, a user has the ability to sell electricity to utility grid for revenue.
Different comfort level indicators are proposed for different home appliances according to their characteristics and user preferences.
Based on these comfort level indicators, this paper proposes a multiobjective optimization algorithm for HEMS that minimizes electricity cost and maximizes user’s comfort level simultaneously.
Simulation results indicate that the algorithm can reduce user’s electricity cost significantly, ensure user’s comfort level, and take a tradeoff between the cost and comfort level conveniently.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Yanyu& Zeng, Peng& Li, Shuhui& Zang, Chuanzhi& Li, Hepeng. 2015. A Novel Multiobjective Optimization Algorithm for Home Energy Management System in Smart Grid. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-19.
https://search.emarefa.net/detail/BIM-1074771
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Yanyu…[et al.]. A Novel Multiobjective Optimization Algorithm for Home Energy Management System in Smart Grid. Mathematical Problems in Engineering No. 2015 (2015), pp.1-19.
https://search.emarefa.net/detail/BIM-1074771
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Yanyu& Zeng, Peng& Li, Shuhui& Zang, Chuanzhi& Li, Hepeng. A Novel Multiobjective Optimization Algorithm for Home Energy Management System in Smart Grid. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-19.
https://search.emarefa.net/detail/BIM-1074771
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074771
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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