Machine learning in additive manufacturing: State-of-the-art and perspectives
Additive manufacturing (AM) has emerged as a disruptive digital manufacturing technology.
However, its broad adoption in industry is still hindered by high entry barriers of design for …
However, its broad adoption in industry is still hindered by high entry barriers of design for …
From demand response to integrated demand response: Review and prospect of research and application
In the traditional power system demand response, customers respond to electricity price or
incentive and change their original power consumption pattern accordingly to gain …
incentive and change their original power consumption pattern accordingly to gain …
Household energy consumption segmentation using hourly data
The increasing US deployment of residential advanced metering infrastructure (AMI) has
made hourly energy consumption data widely available. Using CA smart meter data, we …
made hourly energy consumption data widely available. Using CA smart meter data, we …
Overview and performance assessment of the clustering methods for electrical load pattern grou**
G Chicco - Energy, 2012 - Elsevier
In the current structure of the electricity business, distribution and supply services have been
unbundled in many jurisdictions. As a consequence of unbundling, electricity supply to …
unbundled in many jurisdictions. As a consequence of unbundling, electricity supply to …
Data science for building energy management: A review
The energy consumption of residential and commercial buildings has risen steadily in recent
years, an increase largely due to their HVAC systems. Expected energy loads …
years, an increase largely due to their HVAC systems. Expected energy loads …
Non-technical losses: A systematic contemporary article review
Non-technical losses refer to all electricity consumption not billed and represent a significant
problem that has consequences to all sectors and a substantial negative impact on some …
problem that has consequences to all sectors and a substantial negative impact on some …
Recent advances in the analysis of residential electricity consumption and applications of smart meter data
The emergence of smart grid technologies and applications has meant there is increasing
interest in utilising smart meters. Smart meter penetration has significantly increased over …
interest in utilising smart meters. Smart meter penetration has significantly increased over …
A comparative study of clustering techniques for electrical load pattern segmentation
Smart meters have been widely deployed in power networks since the last decade. This
trend has resulted in an enormous volume of data being collected from the electricity …
trend has resulted in an enormous volume of data being collected from the electricity …
Load profiling and its application to demand response: A review
The smart grid has been revolutionizing electrical generation and consumption through a
two-way flow of power and information. As an important information source from the demand …
two-way flow of power and information. As an important information source from the demand …
Unsupervised data analytics in mining big building operational data for energy efficiency enhancement: A review
Building operations account for the largest proportion of energy use throughout the building
life cycle. The energy saving potential is considerable taking into account the existence of a …
life cycle. The energy saving potential is considerable taking into account the existence of a …