Smart home energy management based on deep reinforcement learning technology

Smart home energy management based on deep reinforcement learning technology

This study framework designed to enhance home energy management systems (HEMS) in smart homes that incorporate renewable energy and electric vehicles (EVs). Leveraging real-world data within an advanced simulation platform, we delve into the interactions among diverse appliances, home batteries, pho...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Sun, Xinghao
مؤلفون آخرون:	Xu Yan
التنسيق:	Thesis-Master by Coursework
اللغة:	English
منشور في:	Nanyang Technological University 2024
الموضوعات:	Engineering Smart home energy management system Deep reinforcement learning Deep Q network
الوصول للمادة أونلاين:	https://hdl.handle.net/10356/175417
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
المؤسسة:	Nanyang Technological University
اللغة:	English

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