LACE House domotic sensors Dataset


This dataset contains domotic sensor data recorded in a flat at LACE Housing in Lincoln, UK. Data was continuously recorded in a mongo database for one month. The database contains one collection with data from zwave sensors.


Domotic sensors placement in LACE housing flat


If you are considering using this data, please reference the following:

Fernandez-Carmona M. and Bellotto N. (2020) “Wavelet-based Temporal Models of Human Activities for Anomaly Detection”. 

Recording platform:

Recordings were made using OpenHAB 1.8.3, with the following sensors:

Sensor Item field prefix location
Fibaro Wall Plug Sensor Kitchen_Plug_ Coffee machine
Fibaro Multi Sensor Kitchen_Multi_ Kitchen
Fibaro Door Sensor Fridge_Door_ Fridge door
Fibaro Door Sensor Entry_Door_ Entry door
Fibaro Multi Sensor Livingroom_Multi_ Livingroom
Fibaro Multi Sensor Bathroom_Multi_ Bathroom
Fibaro Multi Sensor Bedroom_Multi_ Bedroom
Fibaro Wall Plug Sensor Other_Plug_ TV

Download and Related Software*

Mongo database can be downloaded here.  Additionally, we use this dataset to develop models of human activity. A ROS implementation is available here: Wavelet-based Temporal Forecasting Action Server

*If you consider using these, please send us an email (Manuel Fernandez-Carmona or Nicola Bellotto) telling a little more about your ideas.


This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

Copyright (c) 2020 Manuel Fernandez-Carmona, and Nicola Bellotto.


This work was funded in part by the EU Horizon 2020 project ENRICHME, H2020-ICT-2014-1, Grant agreement no.: 643691.