The text file Events_labelling corresponds to the labelling of each events (which appliance is responsable of the event).įinally, the file MultivriateAbruptChangeDetectors.pdf is a repport containing the mathematicla derivation of each investigated detector in details. Timestamps of the labeled events were adjusted to match the transitions. The text file Events_time_stamping.txt contains the time stamps of each events that were hand-labelled after inspecting the signals. This results in almots 1200 events of diferrent appliances.
#Free pascal file time resolution series
These power time series correspond to the same scenario of 12 appliances (microwave, a DVD player, a fan, a screen, a vacuum, a waffle iron, a hair dryer, an iron, a flat iron, a mixer, a CFL and a LED lamp) that are randomly switched on/off every 3 seconds during almost one hour and half. There are also the reactive power Q, its harmonic order Qk, where k is ranging between 1 and 15 and the sum of the harmonics QH.Īll these 34 features are ordered by columns as follows: In the text file the power time series correspond to the active power P, its harmonic order Pk, where k is ranging between 1 and 15 and the sum of the harmonics PH. The Power_time_series.txt file contains the 34 electrical features related to power that were computed using current and voltage acquisitions made using our own acquisition system based on an Arduino MKR Zero microcontroller with a sampling frequency of 6.25 kHz (see reference "Design of an electricity consumption measurement system for Non Intrusive Load Monitoring", IEEE IREC 2019 from the same authors). Data for: Rear Zone for Energy Efficiency in Large Mosques in Saudi ArabiaĤ files (2020) Nedhal Al-Tamimi, Abdultawab Qahtan, Omer Abuelzein.Be sure to have all helper libraries installed
#Free pascal file time resolution code
The Multi-Objective Optimization code can be used to define the Pareto Front using the results from the building energy model.ĭownload the desired weather file an save it in the 'Documents' folderĭownload the template files and save it in 'Documents' folderĭownload the cooling tower Neural Network "Cooling_Tower_NN.h5" and sae it in the 'Documents' folder
Building size can be adjusted and a local weather file can be input to model different sized buildings in different locations. The Python notebook file may be used to model different buildings similar to the (4) template files. Supplementary Building Energy Templates Include: Student Housing Building Classrooms with Labs Classrooms with Auditoriums Classrooms with Dancehalls Data for: Community Solar as an Innovative Business Model for Building-Integrated Photovoltaics An Experimental Analysis with Swiss Electricity Consumersġ file (2019) Alexander Stauch, Pascal Vuichard.It also includes HH instances of PV generation, and outside air temperature.Ĥ-Ğarly morning ramp rates following plant start-up: This is a file containing the difference between two instantaneous recordings of total building electricity consumption that shows the continuous fluctuation in total electricity demand in the building.ĥ-ĜO2-raw (Typical office): This files contains actual CO2 data in an office that represents typical space occupant density in the case study building.Ħ-ĜO2-raw (worst case): This files contains actual CO2 data in a teaching space that represents the highest observed space occupant density in the case study building.ħ- Warming and cooling rates in the worst case zones: This file include actual data describing the operational temperature in the worst case zones most prone to overheating in summer and excessive heat loss in winter. It also is connected to a PV array with peak electrical supply of around 33kWe.ģ- Half hourly building demand and deferrable load breakdowns: This is processed data that includes building total and HH instances of deferrable loads for all sub-categories of loads considered in this work. 1-ěuilding total B side: This is metered data from one of two mains busbars that supplies all none-emergency services and HVAC equipmentĢ-ěuilding total A side: This is metered data from the second of two mains busbars that supplies all emergency services including fire safety, comm rooms, emergency lighting and public announcement.
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