Smart Device Recognition: Ubiquitous Electric Internet of Things

✍ Scribed by Hui Liu, Chengming Yu, Haiping Wu

Publisher: Springer Singapore;Springer
Year: 2021
Tongue: English
Leaves: 304
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

The book is the first international reference on the field of smart device recognition and Ubiquitous Electric Internet of Things (UEIOT). It presents a range of state-of-the-art key methods and applications for smart device recognition. In future smart environments, obtaining energy consumption information for identifying every device is an effective approach to guarantee the energy efficiency of smart industrial systems. Such as, the Ubiquitous Electric Internet of Things (UEIOT) technology represents one of the most effective measures for electricity and energy management and has attracted considerable attention from scientists and engineers around the world. The realization of smart device recognition in the UEIOT framework has become the core and basis of UEIOT’s success. The device smart recognition can help governments and managers to distribute energy and power better, and help device manufacturers to improve their products regarding smart energy conservation. Accordingly, in the future smart industry, implementing smart device recognition is desired and very important. In the book, several methods, strategies, and experiments for achieving smart device recognition are presented in details. As the first monograph in the field of smart device recognition, the book can provide beneficial reference for students, engineers, scientists, and managers in the fields of power, energy, electromechanical devices, smart cities, artificial intelligence, etc.

✦ Table of Contents

Front Matter ....Pages i-xv
Introduction (Hui Liu, Chengming Yu, Haiping Wu)....Pages 1-43
Smart Non-intrusive Device Recognition Based on Physical Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 45-79
Smart Non-intrusive Device Recognition Based on Intelligent Single-Label Classification Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 81-105
Smart Non-intrusive Device Recognition Based on Intelligent Multi-label Classification Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 107-142
Smart Non-intrusive Device Recognition Based on Intelligent Clustering Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 143-167
Smart Non-intrusive Device Recognition Based on Intelligent Optimization Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 169-192
Smart Non-intrusive Device Recognition Based on Ensemble Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 193-227
Smart Non-intrusive Device Recognition Based on Deep Learning Methods (Hui Liu, Chengming Yu, Haiping Wu)....Pages 229-258
Potential Applications of Smart Device Recognition in Industry (Hui Liu, Chengming Yu, Haiping Wu)....Pages 259-294

✦ Subjects

Engineering; Professional Computing; Computational Intelligence

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