Non-intrusive Load Monitoring

Theory, Technologies and Applications

Hui Liu

PDF
ca. 96,29
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Springer Singapore img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Wärme-, Energie- und Kraftwerktechnik

Beschreibung

Focusing on non-intrusive load monitoring techniques in the area of smart grids and smart buildings, this book presents a thorough introduction to related basic principles, while also proposing improvements. As the basis of demand-side energy management, the non-intrusive load monitoring techniques are highly promising in terms of their energy-saving and carbon emission reduction potential.

The book is structured clearly and written concisely. It introduces each aspect of these techniques with a number of examples, helping readers to understand and use the corresponding results. It provides latest strengths on the non-intrusive load monitoring techniques for engineers and managers of relevant departments. It also offers extensive information and a source of inspiration for researchers and students, while outlining future research directions.


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Schlagwörter

Load Forecasting, Smart Cities, Event Detection, Load Identification, Feature Extraction, Load Disaggregation, Smart Grid, Smart Building, Smart Energy, Non-intrusive Load Monitoring