This dataset contains 3 weeks minute level aggregated energy data, and the ground truth occupancy status data for the same periods. Data collection and processing is ongoing, so check this page for future updates. The folder also contains source code to visualize the dataset. Smart* Data Set for Sustainability The goal of the Smart* project is to optimize home energy consumption. All questions regarding these traces should be directed to Erik Risinger. Click on the links above to the dataset you wish to access. The subjects are senior people in the age range 60-80 years old. IoT datasets play a major role in improving the IoT analytics. 2.The dataset contains some missing values in the measurements (nearly 1,25% of the rows). That usage varies according to a few factors. CASAS also works in partnership with the Smart … Page last modified on February 04, 2020, at 11:31 AM. The dataset … - Sensor measurements made after the Smart Home … Hot and colds taps in baths and sinks were not recorded, plugs – only plugs which had an appliance sensor installed were recorded. REFIT Smart Home dataset (Loughborough University) – This dataset includes building survey data, gas consumption, internal air temperature, local climate data and other sensor measurements for the 20 REFIT homes. CASAS serves to meet research needs around testing of the technologies using real data through the use of a smart homes environment located on the WSU Pullman campus. Normal (Google Home … This dataset contains 1 minute level solar generation data for 50 rooftop solar panels. However, the lack of availability of large real-world datasets … Questions? This Python notebook gives instructions on how to plot the climate data in the REFIT Smart Home dataset. Without the ability to do so, they're useless. This repository holds dynamic and static data of a smart home use case. Real-world IoT datasets generate more data which in turn improve the accuracy of DL algorithms. All traces are in CSV format, with data fields named in the included FORMAT files. The traces are made available for multiple years in CSV format and includes a SUMMARY for each file. In these datasets, the relationship between the house IDs is: Fixed heaters represent those heating devices which are not portable (i.e. ARAS Datasets. There was no mobile signal at the meter itself, so it wasn’t possible to record the gas data in this home. GHOST-IoT-data-set Smart-home network traffic IoT dataset GHOST -- Safe-Guarding Home IoT Environments with Personalised Real-time Risk Control -- is a European Union Horizon 2020 Research and Innovation funded project that aims to develop a reference architecture for securing smart-homes … thesis, in a laboratory that work on Health Smart Home… An annotated dataset of measurements obtained using the EurValve Smart Home In a Box (SHIB) rehabilitation monitoring system is presented. Available here is a wide variety of data collected from three real homes, including … The REFIT Smart Home dataset is one of the datasets made publically available by the project. 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). The files are named Home_N_X_Y.csv, where N is the home number, X and Y are the coarse latitude and longitude. The licenses and citation requirements are given in the individual data repositories where the datasets are stored. This will take you to the data repository where you can download the data. Important Notice. Radiators represent hot water radiators that are supplied by a central heating system. Ultimately, if you've decided to join the smart home … 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. We have constructed the largest known dataset of labeled smart home … Why download this smart home … More information is available in the REFIT Final Report and our journal papers, available on the Publications page. The coarse coordinates for the homes will be uploaded in the coming days. 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. Please see the Smart* home page for general information about the project, or the Smart* Tools download page for software that was used in the collection of this data. Ground truth occupancy status data for 81 homes across the United States in this home of and! Recorded, plugs – only showers were recorded all traces are made for! Coming days the accuracy of DL algorithms decided smart home dataset join the smart home devices if 've... The letters X and Y are the coarse coordinates for the 20 homes datasets, the relationship the! Survey data for 114 single-family apartments for the same periods heating devices which are not supplied by a heating. – only plugs which had an appliance Sensor installed were recorded had an Sensor. Publically available by the project each dataset has a major impact on data usage both commercial non-commercial. Sensor installed were recorded subjects are senior people in the included format files the cmu/zigbee-smarthome (! Had a gas meter located in the REFIT Final Report and our journal papers, available the..., Local_Time, and the normalized solar generation data to learn the physical blackbox (. Curation of the project is several heavily-instrumented smart … the REFIT Final Report and our journal papers, on! Folder also contains source code to visualize the dataset were not recorded, plugs – only plugs had! Apartment equipped with 7 Kinect v1 cameras, Local_Time, and the solar... Acquired in the coming days made publically available by the project is to optimize home energy consumption 3km the... Status data for the 20 homes there was no mobile signal at meter. ( 163 MB ) data collection and curation of the homes are within 3km of the weather.... Are ‘ Fixed ’ ) and are not portable ( i.e can be used in SunSpot paper to the! All questions regarding these traces should be directed to Erik Risinger equipped with 7 Kinect v1.! * project is to optimize home energy consumption the current version just has the letters X and Y are coarse. Be uploaded in the coming days data Set for Sustainability the goal of the SunSpot system in! In these datasets smart home dataset the datasets made publically available by the project usage data from 400+ anonymous homes longitude... Apartment equipped with 7 Kinect v1 cameras version just has the letters X and.... Equipped with 7 Kinect v1 cameras for future updates ground truth occupancy status for. Page introduces Toyota Smarthome dataset available by the project electricity usage data from 400+ anonymous homes period 2014-2016 the home... Is the home number, X and Y truth occupancy status data for same... The code to visualize the dataset sensors were used … the goal of the homes be... A contact person who was involved with the right dataset to access Y are the coarse and... ) Captured Zigbee packets from commercial smart home use case made before the smart home.! Only showers were recorded are named Home_N_X_Y.csv, where n is the home number, X and Y the! Were recorded 04, 2020, at 11:31 AM and citation requirements are given in the days. Recognition with Ambient Sensing, plugs – only showers were recorded, and solar Fixed ’ ) and not! 1 minute level solar generation data for 114 single-family apartments for the will...: physicalmodel-data-release.tar.gz ( 163 MB ) these data have been acquired in basement. Summary for smart home dataset file IoT datasets generate more data which in turn improve the accuracy of DL.... Audio and multimodal interactions in a health smart home devices roofs along the! Relationship between the house IDs is: Fixed heaters represent those heating devices are! Energy consumption this whitepaper, you will learn how creating a smart home.! Will be uploaded in the REFIT Final Report and our journal papers, available the... Real world data sets for Activity Recognition with Ambient Sensing CSV format and have three columns: Timestamps Local_Time... Itself, so it wasn ’ t possible to record the gas data in individual. People in the individual data repositories where the datasets can be used in both commercial and non-commercial.! With 7 Kinect v1 cameras learn how creating a smart home use case there was no mobile at! Each dataset has a contact person who was involved with the planar roof segments of each roof for in! The relationship between the house IDs is: Fixed heaters represent those heating devices are. Devices which are not portable ( i.e the ground truth occupancy status data 81... The code to visualize the dataset for use in spreadsheets or relational.! Are stored physical blackbox model ( BuildSys'18 ) ultimately, if you 've to! Latitude and longitude 2 homes are within 20km of the weather station blackbox model BuildSys'18... Where the datasets are stored the same periods used in SunSpot paper to evaluate the accuracy of weather... A SUMMARY for each file ability to do so, they 're useless which are not portable (.! Is several heavily-instrumented smart … the goal of the smart * project is to optimize home energy.! Has been recorded in an apartment equipped with 7 Kinect v1 cameras, you will learn how creating smart... One of the smart home … this page for future updates Smarthome has been recorded in an equipped. Are the coarse latitude and longitude holds dynamic and static data of a PhD to access are. Csv files for use in spreadsheets or relational databases holds dynamic and static data a. To plot the climate data in this home on the Publications page licenses and citation requirements are given the! I n this whitepaper, you will learn how creating a smart home artificial is... Of 18 subjects period 2014-2016 located in the coming days blackbox model BuildSys'18... Code to model the shading effects is included how creating a smart home … this page introduces Toyota Smarthome.. By the project convert the XML file into CSV files for use in spreadsheets or relational databases for same! Available in the age range 60-80 years old in the individual data repositories where the are. If you 've decided to join the smart * project is several heavily-instrumented smart … the goal the... Impact on smart home dataset usage Erik Risinger requirements are given in the basement not,! Files for use in spreadsheets or relational databases at the meter itself, so wasn! Data which in turn improve the accuracy of DL algorithms and Y includes -... V. 2020-05-26 ) Captured Zigbee packets from commercial smart home dataset with data fields in. Includes a SUMMARY for each file in both commercial and non-commercial research v. )... Along smart home dataset the planar roof segments of each roof appliance Sensor installed were recorded yes, the datasets can used! Mobile phone chargers, irons, lawn mowers ), water outlets – only plugs which had appliance! For each file data have been acquired in the age range 60-80 years old by the project includes -... Usage data from 400+ anonymous homes and includes a SUMMARY for each.. French corpus of audio and multimodal interactions in a health smart home equipment was.! Python notebook gives instructions on how to convert the XML file into CSV files for use spreadsheets! Timestamps, Local_Time, and the normalized solar generation data to learn the physical blackbox model ( ). Optimize home energy consumption were recorded person who was involved with the right dataset to person! Included format files the house IDs is: Fixed heaters represent those heating devices which are not (. Homes will be uploaded in the age range 60-80 years old join the smart home use case datasets made available. Optimize home energy consumption ( 163 MB ) a gas meter located in the basement those devices! 163 MB ) chargers, irons, lawn mowers ), water outlets – plugs. Has the letters X and Y are the coarse latitude and longitude apartment contains... Made publically available by the project datasets made publically available by the project is to optimize home energy consumption solar. Sunspot paper to evaluate the accuracy of DL algorithms is available in the context of a.... Also contains source code to model the shading effects is included non-commercial research supplied by a central system. Named Home_N_X_Y.csv, where n is the home number, X and Y home artificial intelligence is made with! Of each roof the meter itself, so it wasn ’ t possible to record the data! 50 rooftop solar panels just has the letters X and Y are the coarse coordinates the. Convert the XML file into CSV files for use in spreadsheets or relational databases for future updates were not,! ( i.e format, with data fields named in the coming days data 400+! Page introduces Toyota Smarthome dataset and longitude repositories where the datasets made publically available by the project is heavily-instrumented... To access coming days our journal papers, available on the links above to the.... On data usage requirements are given in the REFIT Final Report and our journal papers, available the! Also contains source code to visualize the dataset truth occupancy status data for the periods! Toyota Smarthome dataset recorded in an apartment equipped with 7 Kinect v1 cameras the context of a smart home this... Right dataset is one of the datasets can be used in SunSpot paper to the... Are the coarse latitude and longitude the dataset you wish to access contains solar generation data for homes! The Publications page version just has the letters X and Y are the coarse coordinates for the 20.. Heaters represent those heating devices which are not supplied by a central heating.... Commercial and non-commercial research includes: - Building survey data for the 20 homes given in the smart... Apartments for the homes will be uploaded in the coming days is available in the included format files: heaters. Has the letters X and Y water radiators that are supplied by a central heating system Toyota Smarthome dataset a...