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Title: Smart Grid Data Analytics for Predicting Building Energy Consumption Using Sliding Window Metaheuristic Optimization-based Machine Learning
Other Titles: Phân tích dữ liệu lưới điện thông minh để dựa báo mức tiêu thụ năng lượng điện sử dụng học máy tối ưu
Authors: Ngo, Ngoc Tri
Advisor: Chou, Jui-Sheng, P.E.,Ph.D
Keywords: Smart grid data
Energy saving
Building energy management
Pattern prediction
Timeseries data analytics
Metaheuristic optimization
Machine learning
Least squares support vector regression
Firefly algorithm
Issue Date: 2016-12-26
Publisher: National Taiwan University of Science and technology
Abstract: Chapter 1. Introduction; Chapter 2. Literature Review; Chapter 3. Research Methodology; ...
Description: Doctoral thesis. Major: Construction Management; 215 pages
Appears in Collections:Kỹ thuật

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