Modeling and analysis of energy data : state-of-the-art and practical results from an application scenario

• This paper presents a comprehensive summary of the state-of-the-art of energy efficiency research. The literature review carried out focuses on the application of data mining and data analysis techniques to energy consumption data, as well as  descriptions  of  tools, applications and research prototypes to manage the consumption of energy. Moreover, preliminary results of the application of a clustering technique to energy consumption data illustrate the review.

Ämnesord

NATURVETENSKAP  -- Data- och informationsvetenskap (hsv//swe)

NATURAL SCIENCES  -- Computer and Information Sciences (hsv//eng)

Nyckelord

Energy efficiency

smart grid

customer behavioral models

energy management system (EMS)

sustainable living

Publikations- och innehållstyp

vet (ämneskategori)

rap (ämneskategori)