Data set description
- Data available on this page are real and they represent thermal energy consumption within time period: 01 Sep, 2015 - 28 Feb, 2019 in a town of about 30000 inhabitants.
- Measurements were taken by 111 devices.
- Each device has its unique 4-digit DeviceID. A suffix in each data file includes DeviceID.
- Each measurement was taken with the frequency of one hour, thus there are 24 measurements per day (with some minor exceptions). Within this period there is 61295 measurements taken per a device.
- Two types of thermal energy were measured, namely: (1) energy used for heating flats - denoted as CO and (2) energy used for heating water - denoted as CW.
- A mapping between DeviceID and its type (i.e., CO or CW) is available here.
- The number of measurements per a device within period 01 Sep, 2015 - 28 Feb, 2019: CO devices, CW devices
- In total there are 3 401 928 measurements available.
Data files
Data file structure
- deviceID
- measurementID
- date and time (min|max date and time: 2015-09-01 00:00:00 | 2019-02-28 23:00:00)
- energy consumed [kWh]
- outside temperature [Celcius]
- wind velocity [m/s]
- outside air humidity [%]
- cloudiness [octan]
- day length [hours]
- day type {1: Mon, Tue, Wed, Thu; 2: Fri; 3: Sat; 4: Sun, holiday}
- season {1: spring (Mar,Arp,May); 2: summer (Jun,Jul,Aug); 3: autumn (Sep,Oct,Nov); 4: winter (Dec,Jan,Feb)}