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ENLITEN - A dataset and its associated analysis code for the paper entitled "Designing sensor sets for capturing energy events in buildings"
Get PDFThis dataset contains data and software source code supporting the paper entitled 'Design sensor sets for capturing energy events in buildings'. It contains raw data from sets of domestic sensors measuring temperature, humidity, levels of sound, light and carbon dioxide, and power consumption. It also contains analysis code and visualisation code written for R and Python.Details of the methodology may be found in the associated manuscript.
All data was collected approximately from Aug 2013 to Oct 2013.
An instruction for the participants attached here (instruction.pdf) shows the way how the data was collected in the individual homes.The data files are in comma-separated (.csv) and tab-separated (.txt) plain text formats.
The .py source code files target Python v2.x and use only standard libraries. The R source code files use the following libraries available from CRAN: entropy, ggplot2, plyr, randomForest, reshape2, scales.
Some pre-compiled visualisations are included as PDF files.The zip file contains a set of top level data and source code files, a further files arranged into 5 directories.
The 'analysis_datasets' directory contains the main dataset used for the paper. It also includes the machine learning algorithm code (random forest in this case), its associated data and a document showing a selected feature set.
The 'gt', 'sd', and 'tf' directories contain raw data collected by one of participants.
The 'set_viz' directory contains visualisation code as well as knapsack (cost–benefit) optimisation code for the selection of minimal sensor sets subject to the budget
Data for Mapping Lightning in the Sky with a Mini Array
No full textData for Mapping Lightning in the Sky with a Mini ArrayData format: Platform independent matlab file
Dataset for publication: "Modelling dark current decay transients in perovskite solar cells with mobile ions"
No full textData used to produce the figures in the Journal of Materials Chemistry C publication: "Measurement and modelling of dark current decay transients in perovskite solar cells
Coupon AM1_Ply16_013 (IMPACT)
No full textStacking sequence: [45_2/0_2/-45_2/90_2]_s
Material: T800/M21
Ply-thickness: 0.2593
Number of plies: 16
Impact energy (J): 18Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Coupon AM1_OI16_025 (IMPACT)
No full textStacking sequence: [(45/0)_2/(-45/90)_2]_s
Material: T800/M21
Ply-thickness: 0.2572
Number of plies: 16
Impact energy (J): 24Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Coupon BM1_Lam16_031 (IMPACT)
No full textStacking sequence: [(+45/-45/0/90)_2]_s
Material: T800/M21
Ply-thickness: 0.2553
Number of plies: 16
Impact energy (J): 24Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Coupon BM1_Lam16_036 (IMPACT)
No full textStacking sequence: [(+45/-45/0/90)_2]_s
Material: T800/M21
Ply-thickness: 0.2546
Number of plies: 16
Impact energy (J): 6Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Coupon BM1_Ply16_0412 (IMPACT)
No full textStacking sequence: [45_2/-45_2/0_2/90_2]_s
Material: T800/M21
Ply-thickness: 0.2548
Number of plies: 16
Impact energy (J): 24Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Coupon BM1_OI16_056 (IMPACT)
No full textStacking sequence: [(45/-45)_2/(0/90)_2]_s
Material: T800/M21
Ply-thickness: 0.2554
Number of plies: 16
Impact energy (J): 18Details about this dataset are available from the main record: https://doi.org/10.15125/BATH-0019
Dataset for 'Hybrid Microfibre-Lithium Niobate Nanowaveguide Structures as High Purity Heralded Single Photon Sources'
No full textThis article contains all of the data and codes supporting the paper:
'Hybrid Microfibre-Lithium Niobate Nanowaveguide Structures as High Purity Heralded Single Photon Sources'
Philip Main, Peter J Mosley, Wei Ding, Lijian Zhang and Andriy V. Gorbach
In this paper we propose a new architecture for photon pair generation by parametric downconversion. The zip file in this repository contains a set of .csv spreadsheets, each of which contains the data for a figure in the paper.
For more info contact: [email protected] simulations with software packages Matlab and Comsol Multiphysics.csv spreadsheets files were created using matla
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