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| Title | Non-Intrusive Load Monitoring: Theory, Technologies And Applications |
|---|---|
| ID_Doc | 39329 |
| Authors | Liu H. |
| Year | 2019 |
| Published | Non-intrusive Load Monitoring: Theory, Technologies and Applications |
| DOI | http://dx.doi.org/10.1007/978-981-15-1860-7 |
| Abstract | 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. © Science Press and Springer Nature Singapore Pte Ltd. 2020. |
| Author Keywords | Event detection; Feature extraction; Load disaggregation; Load forecasting; Load identification; Non-intrusive load monitoring; Smart building; Smart cities; Smart energy; Smart grid |
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