Dataset for "Multi-objective optimisation of urban courtyard blocks in hot arid zones"

1137 49 15928 2 52576 document 15928 Type_A_dup.csv text/plain fdfd0f7ec7886d778e9aacecc23ec1ee MD5 282207 2022-04-14 05:18:53 https://researchdata.bath.ac.uk/1137/1/Type_A_dup.csv 1137 1 1 text/plain other Type A - Raw data with duplicates en public cc_by

Type_A_dup.csv

data 15932 2 52587 document 15932 Type_A_exc_dup.csv text/plain 048e8552b0c4d7906cfc395b7a494bd1 MD5 117873 2022-04-14 05:25:18 https://researchdata.bath.ac.uk/1137/2/Type_A_exc_dup.csv 1137 2 2 text/plain other Type A - Refined data excluding duplicates en public cc_by

Type_A_exc_dup.csv

data 15933 2 52589 document 15933 Type_A_Pareto.csv text/plain c1e113d6efc18e95a09bf4b4564c4e80 MD5 3838 2022-04-14 05:25:56 https://researchdata.bath.ac.uk/1137/3/Type_A_Pareto.csv 1137 3 3 text/plain other Type A - Pareto optimal solutions en public cc_by

Type_A_Pareto.csv

data 15934 2 52591 document 15934 Type_B_dup.csv text/plain 94824fda7e03d813332fe3885b1c9530 MD5 299906 2022-04-14 05:26:31 https://researchdata.bath.ac.uk/1137/4/Type_B_dup.csv 1137 4 4 text/plain other Type B - Raw data with duplicates en public cc_by

Type_B_dup.csv

data 15935 2 52593 document 15935 Type_B_exc_dup.csv text/plain f760e77e2c546f943b9ffbfba5aeb299 MD5 205429 2022-04-14 05:26:57 https://researchdata.bath.ac.uk/1137/5/Type_B_exc_dup.csv 1137 5 5 text/plain other Type B - Refined data excluding duplicates en public cc_by

Type_B_exc_dup.csv

data 15936 2 52595 document 15936 Type_B_Pareto.csv text/plain 13bea151a8445664f3941be325efc934 MD5 4868 2022-04-14 05:27:19 https://researchdata.bath.ac.uk/1137/6/Type_B_Pareto.csv 1137 6 6 text/plain other Type B - Pareto optimal solutions en public cc_by

Type_B_Pareto.csv

data 15937 2 52597 document 15937 Type_C_dup.csv text/plain 40b0fd57029c0fa9e230c9a151f57af6 MD5 565419 2022-04-14 05:27:42 https://researchdata.bath.ac.uk/1137/7/Type_C_dup.csv 1137 7 7 text/plain other Type C - Raw data with duplicates en public cc_by

Type_C_dup.csv

data 15938 2 52599 document 15938 Type_C_exc_dup.csv text/plain d2389d66e687886b98f6dfc0c0322b1e MD5 331813 2022-04-14 05:27:59 https://researchdata.bath.ac.uk/1137/8/Type_C_exc_dup.csv 1137 8 8 text/plain other Type C - Refined data excluding duplicates en public cc_by

Type_C_exc_dup.csv

data 15939 2 52601 document 15939 Type_C_pareto.csv text/plain eecdd2eaf10d00bc27a472a649b686de MD5 6304 2022-04-14 05:28:20 https://researchdata.bath.ac.uk/1137/9/Type_C_pareto.csv 1137 9 9 text/plain other Type C - Pareto optimal solutions en public cc_by

Type_C_pareto.csv

data 15940 2 52603 document 15940 All_Data_Processed.xlsx application/vnd.openxmlformats-officedocument.spreadsheetml.sheet 0612aaf2fda5b54b4b707de9c5b07940 MD5 1073604 2022-04-14 05:28:50 https://researchdata.bath.ac.uk/1137/10/All_Data_Processed.xlsx 1137 10 10 application/vnd.openxmlformats-officedocument.spreadsheetml.sheet other All data - refined and processed en public cc_by

All_Data_Processed.xlsx

data archive 10746 disk0/00/00/11/37 2022-05-16 10:30:53 2024-07-15 11:19:25 2022-05-16 10:30:53 data_collection show Ibrahim Yasser Ibrahim Y.M.M.Ibrahim@bath.ac.uk 0000-0002-1213-2452 University of Bath TRUE Supervisor Kershaw Tristan T.J.Kershaw@bath.ac.uk 0000-0003-2148-5396 University of Bath Supervisor Shepherd Paul P.Shepherd@bath.ac.uk 0000-0001-7078-4232 University of Bath Dataset for "Multi-objective optimisation of urban courtyard blocks in hot arid zones" ED0070 dept_civ_eng Courtyard, Multi-objective, Optimisation, Ladybug-tools, Cooling loads, thermal comfort Data were organised in MS Excel. Av. OTCA stands for the average Outdoor Thermal Comfort Autonomy (not reported in the paper). This dataset supports the study on the relationship between the design parameters, namely, individual building heights, interspaces, and orientation, and both outdoor thermal comfort and cooling loads of urban courtyard blocks in Cairo, Egypt. The study uses Grasshopper for Rhino3D and its environmental plugins, Ladybug-tools, as well as the multi-objective optimisation plugin, Octopus, to analyse thermal comfort represented by the Universal Thermal Climate Index (UTCI) along with cooling loads in MWh of thousands of courtyard block configurations. The data files include the raw data as produced by the search algorithm, and recorded in Grasshopper, the refined data excluding duplicates, data for the Pareto optimal sets, as well as the processed data. 2022-05-16 University of Bath public RightsHolder University of Bath Ministry of Defense (Egypt) cent_eden Simulations were setup in Grasshopper, where the plugin Octopus was used to iterate the simulation of each courtyard geometrical configuration, and the Ladybug-tools to calculate the objective functions. Grasshopper components, "Data Recorder", were used to record the recursive data iteratively throughout the 3 types of simulations. Upon the end of each phase, the data was manually transferred (copy-pasted) to CSV files by the researcher. For the data files, types A, B, and C refer to courtyard's width elongated 1, 2 and 3-fold its length. The annotation "dup" refers to the entire sample produced by the algorithm, which contains duplicate solutions. The annotation "exc_dup" refers to the refined sample after excluding duplicate solutions. The annotation "Pareto" refers to the best performing solutions in the refined sample in terms of both objective functions (UTCI and Cooling loads), also known as the Pareto front solutions. The xlsx file includes all the data in the 9 files, along with their analyses and visualisations. Rhinoceros V.6 Service Release 29 Grasshopper Build 1.0.0007 Ladybug V.0.0.69, Honeybee V.0.0.66 2021-08-01 2021-11-30 en 1 10.15125/BATH-01137 https://doi.org/10.1016/j.solener.2022.05.024 pub open Dataset