The ECO data set and the performance of non-intrusive load monitoring algorithms

C Beckel, W Kleiminger, R Cicchetti, T Staake… - … systems for energy …, 2014 - dl.acm.org
data set – the ECO data set (Electricity Consumption and Occupancy) – that can be used to
assess the performance of NILM algorithms. While we had relied on this data set to evaluate …

AMPds: A public dataset for load disaggregation and eco-feedback research

S Makonin, F Popowich, L Bartram… - … IEEE electrical power …, 2013 - ieeexplore.ieee.org
… Our dataset is a record of energy consumption of a single house using 21 sub-meters for an
… Albrecht, “Smart*: An open data set and tools for enabling research in sustainable homes,” …

GREEND: An energy consumption dataset of households in Italy and Austria

A Monacchi, D Egarter, W Elmenreich… - … on Smart Grid …, 2014 - ieeexplore.ieee.org
demand for energy consumption datasets. In this paper, we present the GREEND dataset,
containing detailed power usage … We provide a description of consumption scenarios and …

Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014

S Makonin, B Ellert, IV Bajić, F Popowich - Scientific data, 2016 - nature.com
electricity consumption; our increase in consumption is neither economically nor environmentally
… Our main concern when designing the data collection system for AMPds2 was integrity …

Clustering of electricity consumption behavior dynamics toward big data applications

Y Wang, Q Chen, C Kang, Q Xia - IEEE transactions on smart …, 2016 - ieeexplore.ieee.org
… The data set used in this paper was provided by Research Perspective, Ltd. and contains …
, customers of similar social eco-backgrounds are more likely to have similar electricity

Eco-forecasting for domestic electricity use

J Kjeldskov, MB Skov, J Paay, D Lund… - Proceedings of the 33rd …, 2015 - dl.acm.org
… this new area, looking at eco-feedback displays for domestic electricity use from the angle of
Electricity is a particularly interesting case for this because several factors influence if usage

Electric vehicles' energy consumption estimation with real driving condition data

R Zhang, E Yao - Transportation Research Part D: Transport and …, 2015 - Elsevier
… and fuel consumption resulted from … Energy consumption characteristics analysis is the
important foundation to study charging infrastructures locating, eco-driving behavior and energy

An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study

D Murray, L Stankovic, V Stankovic - Scientific data, 2017 - nature.com
… better manage residential energy demand, conserve energy, … in terms of data collection and
in-home presence. Indeed, the … : A public dataset for load disaggregation and eco-feedback …

Eco-efficiency assessment of the electricity sector: Evidence from 28 European Union countries

M Tenente, C Henriques, PP da Silva - Economic Analysis and Policy, 2020 - Elsevier
… The outline of this paper is as follows: Section 2 describes the methodological approaches
used in this study; Section 3 refers the main premises considered regarding data collection; …

A novel smart ECO model for energy consumption optimization

R Malekian, DC Bogatinoska, A Karadimce… - Elektronika ir …, 2015 - eejournal.ktu.lt
… of the following datasets: ECO data set [5], UK-DALE [6] and AMPds dataset [7]. The ECO
dataset consists of fine-grained electricity consumption data for 5 households in Switzerland …