Non-intrusive Load Monitoring

Theory, Technologies and Applications

  • Hui Liu

About this book


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.


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

Authors and affiliations

  • Hui Liu
    • 1
  1. 1.School of Traffic and Transportation EngineeringCentral South UniversityChangshaChina

Bibliographic information

  • DOI
  • Copyright Information Science Press and Springer Nature Singapore Pte Ltd. 2020
  • Publisher Name Springer, Singapore
  • eBook Packages Energy
  • Print ISBN 978-981-15-1859-1
  • Online ISBN 978-981-15-1860-7
  • Buy this book on publisher's site