Center for Machine Learning and Intelligent Systems
About  Citation Policy  Donate a Data Set  Contact


Repository Web            Google
View ALL Data Sets

ElectricityLoadDiagrams20112014 Data Set
Download: Data Folder, Data Set Description

Abstract: This data set contains electricity consumption of 370 points/clients.

Data Set Characteristics:  

Time-Series

Number of Instances:

370

Area:

Computer

Attribute Characteristics:

Real

Number of Attributes:

140256

Date Donated

2015-03-13

Associated Tasks:

Regression, Clustering

Missing Values?

N/A

Number of Web Hits:

29838


Source:

Artur Trindade, artur.trindade '@' elergone.pt, Elergone, NORTE-07-0202-FEDER-038564
Data type: TS
Task: regression, clustering
Number of Instances (records in your data set):370
Number of Attributes (fields within each record):140256


Data Set Information:

Data set has no missing values.
Values are in kW of each 15 min. To convert values in kWh values must be divided by 4.
Each column represent one client. Some clients were created after 2011. In these cases consumption were considered zero.
All time labels report to Portuguese hour. However all days present 96 measures (24*15). Every year in March time change day (which has only 23 hours) the values between 1:00 am and 2:00 am are zero for all points. Every year in October time change day (which has 25 hours) the values between 1:00 am and 2:00 am aggregate the consumption of two hours.


Attribute Information:

Data set were saved as txt using csv format, using semi colon (;).
First column present date and time as a string with the following format 'yyyy-mm-dd hh:mm:ss'
Other columns present float values with consumption in kW


Relevant Papers:

Provide references to papers that have cited this data set in the past (if any).



Citation Request:

If you have no special citation requests, please leave this field blank.


Supported By:

 In Collaboration With:

About  ||  Citation Policy  ||  Donation Policy  ||  Contact  ||  CML