Data-driven smart home energy management based on proximal policy optimization

• Main Author: Ma, Aoxiang
• Other Authors: Xu Yan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Electric power::Production, transmission and distribution
• Online Access: https://hdl.handle.net/10356/166256
• Institution: Nanyang Technological University

As the economy and population continue to grow, the demand for energy in modern society is increasing at a rapid pace. Unfortunately, limited non-renewable resources and the slow scaling up of renewable energy technologies have created a shortage of supply. As a result, saving energy and achieving e...