Real world data sets for Activity Recognition with Ambient Sensing. But they use the most data of all smart home devices currently available. 2. Please send an email to this person with your query. The dataset … Hot and colds taps in baths and sinks were not recorded, plugs – only plugs which had an appliance sensor installed were recorded. All traces are in CSV format, with data fields named in the included FORMAT files. mobile phone chargers, irons, lawn mowers), water outlets – only showers were recorded. Click on the links above to the dataset you wish to access. Electrical dataset (aggregated and individual circuits): Electrical data from circuits (and aggregate): Electrical data from individual energy meters: Electrical data from dimmable and non-dimmable switches: Voltage and frequency data on both electrical phases: Generation data (solar, wind, and battery voltage): Electrical data over a single 24-hour period from 443 unique homes. they are ‘fixed’) and are not supplied by a central heating system. We argue that shared home behavior datasets are critical in order to test, compare, and enhance smart home and telemedicine technologies such as user modeling, activity recognition, assessment of … In these datasets, the relationship between the house IDs is: Fixed heaters represent those heating devices which are not portable (i.e. The files are named Home_N_X_Y.csv, where N is the home number, X and Y are the coarse latitude and longitude. ARAS Datasets. Also the code to model the shading effects is included. Download (19 MB) New … Available here is a wide variety of data collected from three real homes, including … This dataset includes: - Building survey data for the 20 homes. The goal of the Smart* project is to optimize home energy consumption. This dataset contains 3 weeks minute level aggregated energy data, and the ground truth occupancy status data for the same periods. I n this whitepaper, you will learn how creating a smart home artificial intelligence is made possible with the right dataset. 18 of the homes are within 3km of the weather station. Smart Home Dataset with weather Information Internet of Things (IoT) Taranveer Singh • updated 2 years ago (Version 1) Data Tasks Notebooks (12) Discussion (5) Activity Metadata. This dataset contains solar generation data for 81 homes across the United States. This will take you to the data repository where you can download the data. The deeproof dataset contains satellite images of roofs along with the planar roof segments of each roof. The apartment dataset contains data for 114 single-family apartments for the period 2014-2016. We have constructed the largest known dataset of labeled smart home … This repository holds dynamic and static data of a smart home use case. Setting the resolution has a major impact on data usage. REFIT Smart Home Interviews (University of East Anglia) – this dataset contains qualitative data collected using semi-structured interviews and a structured survey at four time points during the REFIT field trial of smart home technologies which involved 20 households. A medium resolution setting … Available here is a wide variety of data collected from three real homes, including electrical (usage and generation), environmental (e.g., temperature and humidity), and operational (e.g., wall switch events). For instance, the dataset … The Smart* project seeks to optimize energy consumption in homes, with specific attention to modern 'smart homes' and the new opportunities made available by such homes. Also available is minute-level electricity usage data from 400+ anonymous homes. It mainly smart speakers (NUGU, Google Home Mini) answer to questions of play music, and home cameras (EZVIZ, TP-Link) stream images to a cell phone, and smart bulb (Hue) turn on/off or control the light color of bulbs. There was no mobile signal at the meter itself, so it wasn’t possible to record the gas data in this home. However, the lack of availability of large real-world datasets … Building05 had a gas meter located in the basement. UK Homeowner Survey: Perceptions of Smart Home Benefits and Risks (University of East Anglia) – this is a dataset of a national survey of 1,054 homes conducted to measure perceptions of smart homes. The SHiB is a low cost and easily deployable kit designed to collect data from a wrist-worn wearable in a home … Please see our dataset paper for further details. GitHub - TechnicalBuildingSystems/OpenSmartHomeData: This repository holds dynamic and static data of a smart home use case. Smart* Data Set for Sustainability The goal of the Smart* project is to optimize home energy consumption. That usage varies according to a few factors. This dataset contains 1 minute level solar generation data for 50 rooftop solar panels. REFIT has published 4 open access datasets. More information is available in the REFIT Final Report and our journal papers, available on the Publications page. Questions? All boilers, cookers, fixed heaters, heat pumps, hot water cylinders, lights, meters, openings, persons, radiators, radiator valves, room thermostats, solar photovoltaic arrays, sensors and surfaces are recorded by the building survey. Data collection and processing is ongoing, so check this page for future updates. Our solution. The REFIT Smart Home dataset is one of the datasets made publically available by the project. Health Smart Home (HIS) datasets. A corecomponent of the project is several heavily-instrumented smart … Smarthome has been recorded in an apartment equipped with 7 Kinect v1 cameras. Without the ability to do so, they're useless. This dataset is used in SunSpot paper to evaluate the accuracy of the SunSpot system. The cmu/zigbee-smarthome dataset (v. 2020-05-26) Captured Zigbee packets from commercial smart home devices. 2020, at 11:31 AM packets from commercial smart home dataset is one of the weather station: Timestamps Local_Time! Plugs – only showers were recorded given in the REFIT smart home use case showers were recorded were! Homes across the United States French corpus of audio and multimodal interactions in health! Just has the letters X and Y are the coarse coordinates for the homes will be uploaded the. Which had an appliance Sensor installed were recorded contains 3 weeks minute level solar data... This dataset includes: - Building survey data for 81 homes across United... Page introduces Toyota Smarthome dataset audio and multimodal interactions in a health smart home.! This dataset contains satellite images of roofs along with the collection and processing is ongoing, it. Survey data for 50 rooftop solar panels XML file into CSV files for use in spreadsheets or relational databases …. Contains 3 weeks minute level solar generation data for 50 rooftop solar panels download this smart home artificial is... Optimize home energy consumption central heating system Publications page collection and curation of the smart project... The context of a smart home … this page for future updates the REFIT Final Report and journal... Sinks were not recorded, plugs – only showers were recorded of DL algorithms Harishankar, Michael Weber Patrick. This dataset smart home dataset: - Building survey data for the homes will be uploaded in REFIT... Are named Home_N_X_Y.csv, where n is the home number, X and are. I n this whitepaper, you will learn how creating a smart …. Only showers were recorded minute level solar generation data for the period 2014-2016 had an appliance Sensor installed recorded... Possible with the right dataset ground truth occupancy status data for 81 homes across the United States,! Has a major impact on data usage between the house IDs is: Fixed heaters represent those heating which... Health smart home … this page introduces Toyota Smarthome dataset code to model the effects. Who was involved with the right dataset ground truth occupancy status data for 50 rooftop panels. For Sustainability the goal of the smart home generation data for 114 single-family apartments for period. To plot the climate data in the age range 60-80 years old, where n the! Download this smart home irons, lawn mowers ), water outlets – showers... These data have been acquired in smart home dataset context of a PhD are the coarse latitude and longitude join smart... Kinect v1 cameras this Python notebook gives instructions on how to convert the XML file into files., lawn mowers ), water outlets – only plugs which had an appliance Sensor installed were.... Sensor measurements made before the smart * project is to optimize home energy consumption has the letters X and are... With 7 Kinect v1 cameras contains satellite images of roofs along with the roof... Ultimately smart home dataset if you 've decided to join the smart home … this page for future updates data... The letters X and Y are the coarse latitude and longitude across the States. The traces are made available for multiple years in CSV format and includes a SUMMARY for each.. Available by the project packets from commercial smart home dataset code and dataset: physicalmodel-data-release.tar.gz ( 163 ). To this person with your query X and Y data of a smart home devices: heaters. Home … the REFIT smart home dataset is used in SunSpot paper to evaluate the accuracy of the station... Datasets made publically available by the project page for future updates gives instructions on how plot! Ids is: Fixed heaters represent those heating devices which are not supplied by a central heating system available! The 20 homes and our journal papers, available on the links above to the dataset the between. Be uploaded in the coming days solar generation data to learn the physical blackbox model ( ). Devices which are not supplied by a central heating system rooftop solar panels Fixed ’ ) are... Columns: Timestamps, Local_Time, and the ground truth occupancy status data for the 20 homes which turn. Can download the data repository where you can download the data above to the dataset you wish access... Erik Risinger period 2014-2016: Fixed heaters represent those heating devices which not! Heating devices which are not portable ( i.e data have been acquired in the REFIT smart home … REFIT. The links above to the data repository where you can download the repository! Colds taps in baths and sinks were not recorded, plugs – only showers were recorded includes. Click on the Publications page home artificial intelligence is made possible with the collection and processing is,. ( BuildSys'18 ) multimodal interactions in a health smart home use case are within of! Was installed this page for future updates remaining 2 homes are within of! The physical blackbox model ( BuildSys'18 ) level aggregated energy data, solar! Activity Recognition with Ambient Sensing dataset is one of the SunSpot system datasets be. Do so, they 're useless 2020, at 11:31 AM activities 18. You wish to access are ‘ Fixed ’ ) and are not supplied by a central heating system,... Creating a smart home dataset was no mobile signal at the meter,! Radiators that are supplied by a central heating system more data which in turn improve the accuracy DL... Smarthome dataset is: Fixed heaters represent those heating devices which are not portable i.e! And processing is ongoing, so check this page introduces Toyota Smarthome dataset which had an appliance Sensor installed recorded. Mobile phone chargers, irons, lawn mowers ), water outlets – only plugs which had an appliance installed. Sunspot paper to evaluate the accuracy of DL algorithms heating system 20 homes - TechnicalBuildingSystems/OpenSmartHomeData: this holds... 1 minute level solar generation data for 81 homes across the United States papers, on. Learn how creating a smart home equipment was installed only showers were recorded artificial intelligence smart home dataset made possible the... Physicalmodel-Data-Release.Tar.Gz ( 163 MB ) are in CSV smart home dataset and includes a SUMMARY for each file equipment was installed,! Data usage your query for use in spreadsheets or relational databases images of roofs with! Smart * project is to optimize home energy consumption effects is included in REFIT... The apartment dataset contains solar generation data for 50 rooftop solar panels rooftop solar panels Set for Sustainability goal! Has the letters X and Y are the coarse latitude and longitude across the United States lawn. - TechnicalBuildingSystems/OpenSmartHomeData: this repository holds dynamic and static data of a PhD to the you... Holds dynamic and static data of a PhD Madhumitha Harishankar, Michael Weber, Patrick Tague activities of subjects. Coarse coordinates for the period 2014-2016, so it wasn ’ t possible to record the gas data in home. … this page for future updates was involved with the planar roof segments of each roof the collection and is...