Non-intrusive Load Monitoring
Theory, Technologies and Applications
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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.
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.
Presents a detailed introduction to and comprehensive description of newly proposed non-intrusive load monitoring technologies for real electrical appliances in modern buildings Includes a wealth of real-world experiments involving the proposed non-intrusive load monitoring technologies Highlights the latest advances in deep learning/machine learning for the proposed non-intrusive load monitoring technologies
Autor*in
Hui Liu
Themen in »Non-intrusive Load Monitoring«
Non-intrusive Load Monitoring Event Detection Feature Extraction Load Identification Load Disaggregation Load Forecasting Smart Grid Smart Building Smart Cities Smart Energy